diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f4b4823297cd62b67f423184993e74aa41bbef9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9209, "bytes_utf8": 9209, "lines": 303, "estimated_tokens": 2572}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 419, "bytes_utf8": 419, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22663, "cached_input_tokens": 6528, "output_tokens": 119}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0393d6a337d5ccdbf93f0e8583a59d904b0f1652 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_00e4d15956c3f470", + "api_calls": 0, + "input_tokens": 22663, + "cached_input_tokens": 6528, + "output_tokens": 119, + "total_tokens": 22782, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2572, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2675, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12273.46, + "sql_execution_elapsed_ms_total": 41.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_00e4d15956c3f470\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c94e5b5bc22b4cd27f8480349bca2e3127404c6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:24:51.447923+00:00", + "ended_at": "2026-05-04T08:25:03.721759+00:00", + "elapsed_ms": 12273.46, + "prompt_metrics": { + "chars": 9209, + "bytes_utf8": 9209, + "lines": 303, + "estimated_tokens": 2572 + }, + "stdout_metrics": { + "chars": 743, + "bytes_utf8": 743, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13245 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 419, + "bytes_utf8": 419, + "lines": 1, + "estimated_tokens": 103 + }, + "usage": { + "input_tokens": 22663, + "cached_input_tokens": 6528, + "output_tokens": 119 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92a806fae45d76181deb9871a3844e311ac5bc9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=day, condition_col=contact.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "day", + "condition_col": "contact", + "condition_value": "unknown", + "positive_value": "cellular", + "negative_value": "unknown", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5afe2522a629210d620057f5475d2806e789dc7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df217-1284-76a2-9185-9661410dddac"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"day\\\",\\n AVG(CASE WHEN \\\"contact\\\" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"day\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the requested Grouped Condition Rate template with group_col bound to \\\"day\\\" and condition_col bound to \\\"contact\\\", measuring the within-day proportion of rows where contact = 'unknown'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22663,"cached_input_tokens":6528,"output_tokens":119}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2fd3252025cef6731ccdebc7fdfd7cda6935fbd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"day\",\n AVG(CASE WHEN \"contact\" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"day\"\nORDER BY condition_rate DESC;","notes":"Uses the requested Grouped Condition Rate template with group_col bound to \"day\" and condition_col bound to \"contact\", measuring the within-day proportion of rows where contact = 'unknown'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b13e60474cb53c1d341dfbddecdb44fa54536ea3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:24:51.667822Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:24:54.230138Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:25:02.909141Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..79e595369525fb3dc455bc5e84df16496cec6d7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=day, condition_col=contact. +Result preview: [{"day": "27", "condition_rate": 0.4977698483496878}, {"day": "23", "condition_rate": 0.4952076677316294}, {"day": "9", "condition_rate": 0.4951953875720692}, {"day": "16", "condition_rate": 0.4812720848056537}, {"day": "26", "condition_rate": 0.47439613526570046}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c88a57cb3e2ab3a43119e559a7472bcd7875e008 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_00e4d15956c3f470 +-- problem_id: v2p_m8_e76782afe7ce1afa +-- realization_mode: agent +-- source_kind: agent +SELECT "day", + AVG(CASE WHEN "contact" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "day" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74eaa6b4299c5ebd8ef7692cff344e54ce49ba36 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"day\",\n AVG(CASE WHEN \"contact\" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"day\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"day\\\",\\n AVG(CASE WHEN \\\"contact\\\" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"day\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"day\", \"condition_rate\"], \"rows\": [{\"day\": \"27\", \"condition_rate\": 0.4977698483496878}, {\"day\": \"23\", \"condition_rate\": 0.4952076677316294}, {\"day\": \"9\", \"condition_rate\": 0.4951953875720692}, {\"day\": \"16\", \"condition_rate\": 0.4812720848056537}, {\"day\": \"26\", \"condition_rate\": 0.47439613526570046}, {\"day\": \"6\", \"condition_rate\": 0.422360248447205}, {\"day\": \"3\", \"condition_rate\": 0.3994439295644115}, {\"day\": \"5\", \"condition_rate\": 0.38272251308900523}, {\"day\": \"20\", \"condition_rate\": 0.36664244186046513}, {\"day\": \"19\", \"condition_rate\": 0.3597040409789414}, {\"day\": \"2\", \"condition_rate\": 0.32405259087393656}, {\"day\": \"30\", \"condition_rate\": 0.3103448275862069}, {\"day\": \"12\", \"condition_rate\": 0.3006862133499688}, {\"day\": \"15\", \"condition_rate\": 0.2859659424544921}, {\"day\": \"28\", \"condition_rate\": 0.2825136612021858}, {\"day\": \"13\", \"condition_rate\": 0.27003154574132493}, {\"day\": \"29\", \"condition_rate\": 0.25673352435530084}, {\"day\": \"8\", \"condition_rate\": 0.250814332247557}, {\"day\": \"14\", \"condition_rate\": 0.24567099567099568}, {\"day\": \"4\", \"condition_rate\": 0.23252595155709344}, {\"day\": \"1\", \"condition_rate\": 0.2236024844720497}, {\"day\": \"21\", \"condition_rate\": 0.22211253701875616}, {\"day\": \"7\", \"condition_rate\": 0.22069345074298294}, {\"day\": \"17\", \"condition_rate\": 0.18824136152656007}, {\"day\": \"11\", \"condition_rate\": 0.16091954022988506}, {\"day\": \"18\", \"condition_rate\": 0.12738301559792028}, {\"day\": \"24\", \"condition_rate\": 0.07158836689038031}, {\"day\": \"25\", \"condition_rate\": 0.04285714285714286}, {\"day\": \"10\", \"condition_rate\": 0.015267175572519083}, {\"day\": \"22\", \"condition_rate\": 0.013259668508287293}, {\"day\": \"31\", \"condition_rate\": 0.00933125972006221}], \"row_count_returned\": 31, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 41.0}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5cd17eff4bf529f137b8574819e3a6340860ec40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:24:51.438051+00:00", + "ended_at": "2026-05-04T08:25:03.798323+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_00e4d15956c3f470", + "problem_id": "v2p_m8_e76782afe7ce1afa", + "dataset_id": "m8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=day, condition_col=contact.", + "bindings": { + "group_col": "day", + "condition_col": "contact", + "condition_value": "unknown", + "positive_value": "cellular", + "negative_value": "unknown", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_00e4d15956c3f470.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_00e4d15956c3f470", + "api_calls": 0, + "input_tokens": 22663, + "cached_input_tokens": 6528, + "output_tokens": 119, + "total_tokens": 22782, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2572, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2675, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12273.46, + "sql_execution_elapsed_ms_total": 41.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_00e4d15956c3f470\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..faf6b3c19ce2b5a7ca0ea526b7be74b0ad9c2cae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_00e4d15956c3f470/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:25:03.747949+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12273.46, "started_at": "2026-05-04T08:24:51.447923+00:00", "ended_at": "2026-05-04T08:25:03.721759+00:00", "prompt_metrics": {"chars": 9209, "bytes_utf8": 9209, "lines": 303, "estimated_tokens": 2572}, "response_metrics": {"chars": 419, "bytes_utf8": 419, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22663, "cached_input_tokens": 6528, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:24:51.667822Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:24:54.230138Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=loan, measure_col=campaign.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "loan", + "measure_col": "campaign", + "item_col": "pdays", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b01737a3777488294c708d52031c598ea8b39d5f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-42a3-7703-809b-2594d2e02438"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"loan\\\", \\\"pdays\\\",\\n SUM(CAST(\\\"campaign\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"campaign\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"campaign\\\" AS REAL))) OVER (PARTITION BY \\\"loan\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"loan\\\", \\\"pdays\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided template with group_col=\\\"loan\\\", item_col=\\\"pdays\\\", and measure_col=\\\"campaign\\\". Cast \\\"campaign\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22719,"cached_input_tokens":19840,"output_tokens":189}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05c538b69133834f4a93a98ad2b9a26acd0ebafc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"loan\", \"pdays\",\n SUM(CAST(\"campaign\" AS REAL)) AS total_measure,\n SUM(CAST(\"campaign\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"campaign\" AS REAL))) OVER (PARTITION BY \"loan\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"loan\", \"pdays\"\nORDER BY share_within_group DESC;","notes":"Used the provided template with group_col=\"loan\", item_col=\"pdays\", and measure_col=\"campaign\". Cast \"campaign\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..685bc5a89f072635fffec654476558b8b7e9412c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:32:42.719373Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:32:45.171579Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:32:54.109316Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f53de69a0fd9c90e77903001bdeda5890d3e806b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=loan, measure_col=campaign. +Result preview: [{"loan": "yes", "pdays": "-1", "total_measure": 18192.0, "share_within_group": 88.59452615174833}, {"loan": "no", "pdays": "-1", "total_measure": 89786.0, "share_within_group": 85.98379651797514}, {"loan": "no", "pdays": "182", "total_measure": 260.0, "share_within_group": 0.24898967650495107}, {"loan": "yes", "pdays": "182", "total_measure": 47.0, "share_within_group": 0.22888867244569983}, {"loan": "no", "pdays": "92", "total_measure": 213.0, "share_within_group": 0.20398000421367146}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a395b6fbf7998c6bc67fcc1cae7822be7ceb5367 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_01204003e818f9c3 +-- problem_id: v2p_m8_af9c4d1fb8bc7f0a +-- realization_mode: agent +-- source_kind: agent +SELECT "loan", "pdays", + SUM(CAST("campaign" AS REAL)) AS total_measure, + SUM(CAST("campaign" AS REAL)) * 100.0 / SUM(SUM(CAST("campaign" AS REAL))) OVER (PARTITION BY "loan") AS share_within_group +FROM "m8" +GROUP BY "loan", "pdays" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a8b5f79511f67197aa5731179b0e305f17ff5b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"loan\", \"pdays\",\n SUM(CAST(\"campaign\" AS REAL)) AS total_measure,\n SUM(CAST(\"campaign\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"campaign\" AS REAL))) OVER (PARTITION BY \"loan\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"loan\", \"pdays\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"loan\\\", \\\"pdays\\\",\\n SUM(CAST(\\\"campaign\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"campaign\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"campaign\\\" AS REAL))) OVER (PARTITION BY \\\"loan\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"loan\\\", \\\"pdays\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"loan\", \"pdays\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"loan\": \"yes\", \"pdays\": \"-1\", \"total_measure\": 18192.0, \"share_within_group\": 88.59452615174833}, {\"loan\": \"no\", \"pdays\": \"-1\", \"total_measure\": 89786.0, \"share_within_group\": 85.98379651797514}, {\"loan\": \"no\", \"pdays\": \"182\", \"total_measure\": 260.0, \"share_within_group\": 0.24898967650495107}, {\"loan\": \"yes\", \"pdays\": \"182\", \"total_measure\": 47.0, \"share_within_group\": 0.22888867244569983}, {\"loan\": \"no\", \"pdays\": \"92\", \"total_measure\": 213.0, \"share_within_group\": 0.20398000421367146}, {\"loan\": \"no\", \"pdays\": \"183\", \"total_measure\": 201.0, \"share_within_group\": 0.19248817299036602}, {\"loan\": \"no\", \"pdays\": \"181\", \"total_measure\": 198.0, \"share_within_group\": 0.18961521518453966}, {\"loan\": \"yes\", \"pdays\": \"350\", \"total_measure\": 38.0, \"share_within_group\": 0.18505892665822538}, {\"loan\": \"no\", \"pdays\": \"91\", \"total_measure\": 184.0, \"share_within_group\": 0.17620807875734998}, {\"loan\": \"yes\", \"pdays\": \"343\", \"total_measure\": 34.0, \"share_within_group\": 0.16557903964157009}, {\"loan\": \"no\", \"pdays\": \"175\", \"total_measure\": 169.0, \"share_within_group\": 0.16184328972821818}, {\"loan\": \"no\", \"pdays\": \"185\", \"total_measure\": 151.0, \"share_within_group\": 0.14460554289326005}, {\"loan\": \"no\", \"pdays\": \"370\", \"total_measure\": 148.0, \"share_within_group\": 0.1417325850874337}, {\"loan\": \"yes\", \"pdays\": \"196\", \"total_measure\": 29.0, \"share_within_group\": 0.14122918087075095}, {\"loan\": \"no\", \"pdays\": \"94\", \"total_measure\": 146.0, \"share_within_group\": 0.13981727988354944}, {\"loan\": \"no\", \"pdays\": \"95\", \"total_measure\": 143.0, \"share_within_group\": 0.13694432207772309}, {\"loan\": \"yes\", \"pdays\": \"167\", \"total_measure\": 28.0, \"share_within_group\": 0.1363592091165871}, {\"loan\": \"no\", \"pdays\": \"364\", \"total_measure\": 139.0, \"share_within_group\": 0.13311371166995462}, {\"loan\": \"yes\", \"pdays\": \"349\", \"total_measure\": 27.0, \"share_within_group\": 0.1314892373624233}, {\"loan\": \"no\", \"pdays\": \"184\", \"total_measure\": 136.0, \"share_within_group\": 0.13024075386412826}, {\"loan\": \"no\", \"pdays\": \"350\", \"total_measure\": 131.0, \"share_within_group\": 0.12545249085441765}, {\"loan\": \"yes\", \"pdays\": \"113\", \"total_measure\": 25.0, \"share_within_group\": 0.12174929385409565}, {\"loan\": \"yes\", \"pdays\": \"188\", \"total_measure\": 25.0, \"share_within_group\": 0.12174929385409565}, {\"loan\": \"no\", \"pdays\": \"93\", \"total_measure\": 127.0, \"share_within_group\": 0.12162188044664918}, {\"loan\": \"no\", \"pdays\": \"349\", \"total_measure\": 124.0, \"share_within_group\": 0.11874892264082282}, {\"loan\": \"no\", \"pdays\": \"365\", \"total_measure\": 124.0, \"share_within_group\": 0.11874892264082282}, {\"loan\": \"yes\", \"pdays\": \"172\", \"total_measure\": 24.0, \"share_within_group\": 0.11687932209993182}, {\"loan\": \"no\", \"pdays\": \"371\", \"total_measure\": 119.0, \"share_within_group\": 0.11396065963111222}, {\"loan\": \"no\", \"pdays\": \"174\", \"total_measure\": 117.0, \"share_within_group\": 0.11204535442722798}, {\"loan\": \"yes\", \"pdays\": \"150\", \"total_measure\": 23.0, \"share_within_group\": 0.11200935034576799}, {\"loan\": \"yes\", \"pdays\": \"352\", \"total_measure\": 23.0, \"share_within_group\": 0.11200935034576799}, {\"loan\": \"no\", \"pdays\": \"186\", \"total_measure\": 116.0, \"share_within_group\": 0.11108770182528586}, {\"loan\": \"no\", \"pdays\": \"189\", \"total_measure\": 116.0, \"share_within_group\": 0.11108770182528586}, {\"loan\": \"yes\", \"pdays\": \"183\", \"total_measure\": 22.0, \"share_within_group\": 0.10713937859160416}, {\"loan\": \"yes\", \"pdays\": \"190\", \"total_measure\": 22.0, \"share_within_group\": 0.10713937859160416}, {\"loan\": \"no\", \"pdays\": \"367\", \"total_measure\": 109.0, \"share_within_group\": 0.10438413361169102}, {\"loan\": \"no\", \"pdays\": \"97\", \"total_measure\": 108.0, \"share_within_group\": 0.1034264810097489}, {\"loan\": \"yes\", \"pdays\": \"252\", \"total_measure\": 21.0, \"share_within_group\": 0.10226940683744035}, {\"loan\": \"no\", \"pdays\": \"178\", \"total_measure\": 106.0, \"share_within_group\": 0.10151117580586466}, {\"loan\": \"no\", \"pdays\": \"188\", \"total_measure\": 106.0, \"share_within_group\": 0.10151117580586466}, {\"loan\": \"no\", \"pdays\": \"360\", \"total_measure\": 106.0, \"share_within_group\": 0.10151117580586466}, {\"loan\": \"no\", \"pdays\": \"342\", \"total_measure\": 103.0, \"share_within_group\": 0.0986382180000383}, {\"loan\": \"yes\", \"pdays\": \"351\", \"total_measure\": 20.0, \"share_within_group\": 0.09739943508327652}, {\"loan\": \"yes\", \"pdays\": \"363\", \"total_measure\": 20.0, \"share_within_group\": 0.09739943508327652}, {\"loan\": \"no\", \"pdays\": \"179\", \"total_measure\": 98.0, \"share_within_group\": 0.09384995499032771}, {\"loan\": \"no\", \"pdays\": \"357\", \"total_measure\": 98.0, \"share_within_group\": 0.09384995499032771}, {\"loan\": \"no\", \"pdays\": \"363\", \"total_measure\": 97.0, \"share_within_group\": 0.09289230238838558}, {\"loan\": \"no\", \"pdays\": \"90\", \"total_measure\": 97.0, \"share_within_group\": 0.09289230238838558}, {\"loan\": \"yes\", \"pdays\": \"353\", \"total_measure\": 19.0, \"share_within_group\": 0.09252946332911269}, {\"loan\": \"yes\", \"pdays\": \"7\", \"total_measure\": 19.0, \"share_within_group\": 0.09252946332911269}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 54.62}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..261df832524cad42a0889f05794de590917f3ade --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:32:42.499034+00:00", + "ended_at": "2026-05-04T08:32:54.881960+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_01204003e818f9c3", + "problem_id": "v2p_m8_af9c4d1fb8bc7f0a", + "dataset_id": "m8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=loan, measure_col=campaign.", + "bindings": { + "group_col": "loan", + "measure_col": "campaign", + "item_col": "pdays", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=81" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_01204003e818f9c3.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_01204003e818f9c3", + "api_calls": 0, + "input_tokens": 22719, + "cached_input_tokens": 19840, + "output_tokens": 189, + "total_tokens": 22908, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2628, + "estimated_output_tokens": 146, + "estimated_total_tokens": 2774, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12285.48, + "sql_execution_elapsed_ms_total": 54.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_01204003e818f9c3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f89f367c5c7629aa2d30f3f415cd8fc9f98a1772 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_01204003e818f9c3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:32:54.818186+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12285.48, "started_at": "2026-05-04T08:32:42.514578+00:00", "ended_at": "2026-05-04T08:32:54.800114+00:00", "prompt_metrics": {"chars": 9360, "bytes_utf8": 9360, "lines": 302, "estimated_tokens": 2628}, "response_metrics": {"chars": 533, "bytes_utf8": 533, "lines": 1, "estimated_tokens": 146}, "usage": {"input_tokens": 22719, "cached_input_tokens": 19840, "output_tokens": 189}, "stderr_preview": "2026-05-04T08:32:42.719373Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:32:45.171579Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_032e290a496b0343/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_032e290a496b0343/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..91f050bfd77ad2c442f1b994c81a64cba6bc37f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_032e290a496b0343/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_032e290a496b0343\n-- problem_id: v2p_m8_5b425ab6f1221d73\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"campaign\",\n COUNT(*) AS support,\n AVG(\"age\") AS avg_response\nFROM \"m8\"\nGROUP BY \"campaign\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_032e290a496b0343\\n-- problem_id: v2p_m8_5b425ab6f1221d73\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"campaign\\\",\\n COUNT(*) AS support,\\n AVG(\\\"age\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"campaign\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"campaign\", \"support\", \"avg_response\"], \"rows\": [{\"campaign\": \"1\", \"support\": 17544, \"avg_response\": 40.66478568171455}, {\"campaign\": \"2\", \"support\": 12505, \"avg_response\": 40.93362654938025}, {\"campaign\": \"3\", \"support\": 5521, \"avg_response\": 40.936424560767975}, {\"campaign\": \"4\", \"support\": 3522, \"avg_response\": 41.59965928449744}, {\"campaign\": \"5\", \"support\": 1764, \"avg_response\": 41.438208616780045}, {\"campaign\": \"6\", \"support\": 1291, \"avg_response\": 41.79705654531371}, {\"campaign\": \"7\", \"support\": 735, \"avg_response\": 41.75918367346939}, {\"campaign\": \"8\", \"support\": 540, \"avg_response\": 41.620370370370374}, {\"campaign\": \"9\", \"support\": 327, \"avg_response\": 40.35474006116208}, {\"campaign\": \"10\", \"support\": 266, \"avg_response\": 41.72932330827068}, {\"campaign\": \"11\", \"support\": 201, \"avg_response\": 42.288557213930346}, {\"campaign\": \"12\", \"support\": 155, \"avg_response\": 40.96774193548387}, {\"campaign\": \"13\", \"support\": 133, \"avg_response\": 39.96992481203007}, {\"campaign\": \"14\", \"support\": 93, \"avg_response\": 39.763440860215056}, {\"campaign\": \"15\", \"support\": 84, \"avg_response\": 40.476190476190474}, {\"campaign\": \"16\", \"support\": 79, \"avg_response\": 40.164556962025316}, {\"campaign\": \"17\", \"support\": 69, \"avg_response\": 41.44927536231884}, {\"campaign\": \"18\", \"support\": 51, \"avg_response\": 38.72549019607843}, {\"campaign\": \"19\", \"support\": 44, \"avg_response\": 41.02272727272727}, {\"campaign\": \"20\", \"support\": 43, \"avg_response\": 43.23255813953488}, {\"campaign\": \"21\", \"support\": 35, \"avg_response\": 38.714285714285715}, {\"campaign\": \"22\", \"support\": 23, \"avg_response\": 43.04347826086956}, {\"campaign\": \"25\", \"support\": 22, \"avg_response\": 40.86363636363637}, {\"campaign\": \"23\", \"support\": 22, \"avg_response\": 40.5}, {\"campaign\": \"24\", \"support\": 20, \"avg_response\": 36.45}, {\"campaign\": \"29\", \"support\": 16, \"avg_response\": 40.8125}, {\"campaign\": \"28\", \"support\": 16, \"avg_response\": 37.4375}, {\"campaign\": \"26\", \"support\": 13, \"avg_response\": 35.07692307692308}, {\"campaign\": \"31\", \"support\": 12, \"avg_response\": 32.25}, {\"campaign\": \"27\", \"support\": 10, \"avg_response\": 36.4}, {\"campaign\": \"32\", \"support\": 9, \"avg_response\": 43.22222222222222}, {\"campaign\": \"30\", \"support\": 8, \"avg_response\": 41.75}, {\"campaign\": \"33\", \"support\": 6, \"avg_response\": 39.666666666666664}, {\"campaign\": \"34\", \"support\": 5, \"avg_response\": 38.0}], \"row_count_returned\": 34, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.39}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_032e290a496b0343/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_032e290a496b0343/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e8c9380629323869aa665fdf36b0011ae6d04739 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_032e290a496b0343/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.720399+00:00", + "ended_at": "2026-05-04T08:57:11.754377+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_032e290a496b0343", + "problem_id": "v2p_m8_5b425ab6f1221d73", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=age, key_col=campaign.", + "bindings": { + "key_col": "campaign", + "measure_col": "age", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=13", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 13, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_032e290a496b0343.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_032e290a496b0343/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_032e290a496b0343/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_032e290a496b0343/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49b40ef0f0d15804ed1b6bed581974ff1005a8c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9126, "bytes_utf8": 9126, "lines": 300, "estimated_tokens": 2553}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c40db5d398178af0a141a6f1201ba73df2eb194a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_07b5d670671f42eb", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 130, + "total_tokens": 22772, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10505.06, + "sql_execution_elapsed_ms_total": 45.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_07b5d670671f42eb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..58483bffd0d1b931010098e091bbe4c734e0c072 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:53:22.220527+00:00", + "ended_at": "2026-05-04T08:53:32.725855+00:00", + "elapsed_ms": 10505.06, + "prompt_metrics": { + "chars": 9126, + "bytes_utf8": 9126, + "lines": 300, + "estimated_tokens": 2553 + }, + "stdout_metrics": { + "chars": 778, + "bytes_utf8": 778, + "lines": 4, + "estimated_tokens": 225 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13175 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 444, + "bytes_utf8": 444, + "lines": 1, + "estimated_tokens": 114 + }, + "usage": { + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 130 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ea2704a217c5f2cf1c934361ee57de2918cd05b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=housing, measure_col=previous.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "housing", + "measure_col": "previous", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7556875741f0822edd99a73b9c6760bb03bfe75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df231-2d57-7290-b215-5588748eb9e2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"housing\\\", SUM(CAST(\\\"previous\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\"\\nHAVING SUM(CAST(\\\"previous\\\" AS NUMERIC)) > 0.0\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"housing\\\" and measure_col=\\\"previous\\\". Cast \\\"previous\\\" to NUMERIC because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":21888,"output_tokens":130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99a57924fb02ce55519788fe75b3b22b33e0fad1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"housing\", SUM(CAST(\"previous\" AS NUMERIC)) AS total_measure\nFROM \"m8\"\nGROUP BY \"housing\"\nHAVING SUM(CAST(\"previous\" AS NUMERIC)) > 0.0\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"housing\" and measure_col=\"previous\". Cast \"previous\" to NUMERIC because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2efd53851c3bee60b91229258da51d5e08c7b9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:53:22.479820Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:53:24.861608Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:53:31.970639Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..242c83c21f2c052a50276ad5a23bbf917003c2bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=housing, measure_col=previous. +Result preview: [{"housing": "yes", "total_measure": 16502}, {"housing": "no", "total_measure": 9735}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2abbb7ae99e853692c336c6da28622239984a51a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_07b5d670671f42eb +-- problem_id: v2p_m8_68a3f1f68fc4ec9e +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", SUM(CAST("previous" AS NUMERIC)) AS total_measure +FROM "m8" +GROUP BY "housing" +HAVING SUM(CAST("previous" AS NUMERIC)) > 0.0 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f2c6397ea8903988763e1213aafd3bcea79d917 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"housing\", SUM(CAST(\"previous\" AS NUMERIC)) AS total_measure\nFROM \"m8\"\nGROUP BY \"housing\"\nHAVING SUM(CAST(\"previous\" AS NUMERIC)) > 0.0\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"housing\\\", SUM(CAST(\\\"previous\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\"\\nHAVING SUM(CAST(\\\"previous\\\" AS NUMERIC)) > 0.0\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"housing\", \"total_measure\"], \"rows\": [{\"housing\": \"yes\", \"total_measure\": 16502}, {\"housing\": \"no\", \"total_measure\": 9735}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 45.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..86af254596b37ce04d2acbce4bf81441fe04e857 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:53:22.212454+00:00", + "ended_at": "2026-05-04T08:53:32.813779+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_07b5d670671f42eb", + "problem_id": "v2p_m8_68a3f1f68fc4ec9e", + "dataset_id": "m8", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=housing, measure_col=previous.", + "bindings": { + "group_col": "housing", + "measure_col": "previous", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=125" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_07b5d670671f42eb.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_07b5d670671f42eb", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 130, + "total_tokens": 22772, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10505.06, + "sql_execution_elapsed_ms_total": 45.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_07b5d670671f42eb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a369e00b0f12b71aeadcccf93801253f8ab80d87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:53:32.758900+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10505.06, "started_at": "2026-05-04T08:53:22.220527+00:00", "ended_at": "2026-05-04T08:53:32.725855+00:00", "prompt_metrics": {"chars": 9126, "bytes_utf8": 9126, "lines": 300, "estimated_tokens": 2553}, "response_metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 130}, "stderr_preview": "2026-05-04T08:53:22.479820Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:53:24.861608Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0.0\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"housing\\\" and measure_col=\\\"previous\\\". Cast \\\"previous\\\" to NUMERIC because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..349d4e22a0dc03de53461ca42c11383ea4bba88b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07b5d670671f42eb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_07b5d670671f42eb", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 130, + "total_tokens": 22772, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10505.06, + "sql_execution_elapsed_ms_total": 45.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_07b5d670671f42eb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1bbf68db28d6f6c8d1334471ec8022ecf2a3a1bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9255, "bytes_utf8": 9255, "lines": 303, "estimated_tokens": 2612}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22703, "cached_input_tokens": 21888, "output_tokens": 138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0718e84c2725307b726d7d696fb66d184719066a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_07cc6accc9d1836e", + "api_calls": 0, + "input_tokens": 22703, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 22841, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2612, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2730, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15562.58, + "sql_execution_elapsed_ms_total": 49.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_07cc6accc9d1836e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0cfbae1f5aebe4e9e18ca9564940ec67cf8d3ad3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:18:21.366268+00:00", + "ended_at": "2026-05-04T08:18:36.928634+00:00", + "elapsed_ms": 15562.58, + "prompt_metrics": { + "chars": 9255, + "bytes_utf8": 9255, + "lines": 303, + "estimated_tokens": 2612 + }, + "stdout_metrics": { + "chars": 779, + "bytes_utf8": 779, + "lines": 4, + "estimated_tokens": 231 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13209 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 442, + "bytes_utf8": 442, + "lines": 1, + "estimated_tokens": 118 + }, + "usage": { + "input_tokens": 22703, + "cached_input_tokens": 21888, + "output_tokens": 138 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..afa7ed290a36d6f0728a157fb081d227597f871e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=marital, group_col_2=previous, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "marital", + "group_col_2": "previous", + "target_col": "y", + "target_value": "no", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d3d665f89b036f0604cdd5ac8fad4a859619a08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-2bc0-7113-8447-1ce7fd0bd60c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"marital\\\", \\\"previous\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"previous\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the planned template with fixed bindings: group_col=\\\"marital\\\", group_col_2=\\\"previous\\\", target_col=\\\"y\\\", target_value='no'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22703,"cached_input_tokens":21888,"output_tokens":138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e60817b9419eece409a49930009af270aabfd587 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"marital\", \"previous\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"marital\", \"previous\"\nORDER BY target_rate DESC;","notes":"Used the planned template with fixed bindings: group_col=\"marital\", group_col_2=\"previous\", target_col=\"y\", target_value='no'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dedeb1f91526f5f945beb9de291a54c97b964edb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:24.940793Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:27.510481Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:36.135464Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..726035dc7e04f3d8ce9f185d55881e1417fb90bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=marital, group_col_2=previous, target_col=y. +Result preview: [{"marital": "divorced", "previous": "14", "target_rate": 1.0}, {"marital": "divorced", "previous": "15", "target_rate": 1.0}, {"marital": "divorced", "previous": "16", "target_rate": 1.0}, {"marital": "divorced", "previous": "19", "target_rate": 1.0}, {"marital": "divorced", "previous": "22", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..69d3dfe8b1aa04ee9b4c8553e1fb3582f63a33c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_07cc6accc9d1836e +-- problem_id: v2p_m8_e22b97273e088e06 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", "previous", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "marital", "previous" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..37e5119d4d6ac18abfd82caa3b6b85aafd5b27ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"marital\", \"previous\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"marital\", \"previous\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"marital\\\", \\\"previous\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"previous\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"marital\", \"previous\", \"target_rate\"], \"rows\": [{\"marital\": \"divorced\", \"previous\": \"14\", \"target_rate\": 1.0}, {\"marital\": \"divorced\", \"previous\": \"15\", \"target_rate\": 1.0}, {\"marital\": \"divorced\", \"previous\": \"16\", \"target_rate\": 1.0}, {\"marital\": \"divorced\", \"previous\": \"19\", \"target_rate\": 1.0}, {\"marital\": \"divorced\", \"previous\": \"22\", \"target_rate\": 1.0}, {\"marital\": \"divorced\", \"previous\": \"23\", \"target_rate\": 1.0}, {\"marital\": \"divorced\", \"previous\": \"24\", \"target_rate\": 1.0}, {\"marital\": \"divorced\", \"previous\": \"26\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"15\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"16\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"18\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"19\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"21\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"22\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"23\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"24\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"25\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"27\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"275\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"28\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"29\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"30\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"32\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"37\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"38\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"41\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"16\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"18\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"20\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"25\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"27\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"28\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"30\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"35\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"37\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"38\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"40\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"51\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"13\", \"target_rate\": 0.9375}, {\"marital\": \"married\", \"previous\": \"0\", \"target_rate\": 0.9241176732386844}, {\"marital\": \"divorced\", \"previous\": \"0\", \"target_rate\": 0.8975678203928905}, {\"marital\": \"single\", \"previous\": \"15\", \"target_rate\": 0.8888888888888888}, {\"marital\": \"single\", \"previous\": \"0\", \"target_rate\": 0.878440591634832}, {\"marital\": \"divorced\", \"previous\": \"9\", \"target_rate\": 0.875}, {\"marital\": \"divorced\", \"previous\": \"8\", \"target_rate\": 0.8666666666666667}, {\"marital\": \"divorced\", \"previous\": \"7\", \"target_rate\": 0.8571428571428571}, {\"marital\": \"married\", \"previous\": \"12\", \"target_rate\": 0.8461538461538461}, {\"marital\": \"divorced\", \"previous\": \"2\", \"target_rate\": 0.8347107438016529}, {\"marital\": \"divorced\", \"previous\": \"11\", \"target_rate\": 0.8333333333333334}, {\"marital\": \"married\", \"previous\": \"17\", \"target_rate\": 0.8333333333333334}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 49.92}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dcc405300bd9d213d881662843ca05eb2bf4723b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:18:21.357343+00:00", + "ended_at": "2026-05-04T08:18:37.003900+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_07cc6accc9d1836e", + "problem_id": "v2p_m8_e22b97273e088e06", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=marital, group_col_2=previous, target_col=y.", + "bindings": { + "group_col": "marital", + "group_col_2": "previous", + "target_col": "y", + "target_value": "no", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_07cc6accc9d1836e.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_07cc6accc9d1836e", + "api_calls": 0, + "input_tokens": 22703, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 22841, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2612, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2730, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15562.58, + "sql_execution_elapsed_ms_total": 49.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_07cc6accc9d1836e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3aa08eab714d8508060c7a30d0cd4e5457ed307c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_07cc6accc9d1836e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:36.946000+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15562.58, "started_at": "2026-05-04T08:18:21.366268+00:00", "ended_at": "2026-05-04T08:18:36.928634+00:00", "prompt_metrics": {"chars": 9255, "bytes_utf8": 9255, "lines": 303, "estimated_tokens": 2612}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22703, "cached_input_tokens": 21888, "output_tokens": 138}, "stderr_preview": "2026-05-04T08:18:24.940793Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:27.510481Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "housing", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f47a2b423f3e574ad2f4849d1644d3c72d73e03a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-fcde-7fd3-af57-077ac0a148aa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"housing\\\" and only the single provided table/column.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22575,"cached_input_tokens":19840,"output_tokens":87}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84c42bf632a5781480fdadbf557186a840b76d06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"housing\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"housing\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"housing\" and only the single provided table/column."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eadfc62b141286a171a74449132e8e37901c4159 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:28.673455Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:31.223449Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:37.983078Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d4b81ac90a562c1d56e8ea6fcd831d187fda8fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing. +Result preview: [{"housing": "yes", "row_count": 25130}, {"housing": "no", "row_count": 20081}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..301b6f86f03a7dbedeb0b6742a979bd3160b0fc0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m8_0aa43151f17813aa +-- problem_id: v2p_m8_0022c68867f3cf7c +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS row_count +FROM "m8" +GROUP BY "housing" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae5f2e481e3f8ebace84c54f002fab1f63f5bc03 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"housing\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"housing\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"housing\", \"row_count\"], \"rows\": [{\"housing\": \"yes\", \"row_count\": 25130}, {\"housing\": \"no\", \"row_count\": 20081}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.5}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7df0967352c098670452f15e23bfd1205aa25dff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:09:28.408995+00:00", + "ended_at": "2026-05-04T08:09:38.883566+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_0aa43151f17813aa", + "problem_id": "v2p_m8_0022c68867f3cf7c", + "dataset_id": "m8", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing.", + "bindings": { + "group_col": "housing", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_0aa43151f17813aa.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0aa43151f17813aa", + "api_calls": 0, + "input_tokens": 22575, + "cached_input_tokens": 19840, + "output_tokens": 87, + "total_tokens": 22662, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2484, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2555, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10418.41, + "sql_execution_elapsed_ms_total": 22.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_0aa43151f17813aa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b1e6d5328222a8175c9639c75b6e82441f5efff0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0aa43151f17813aa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:38.852205+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10418.41, "started_at": "2026-05-04T08:09:28.416736+00:00", "ended_at": "2026-05-04T08:09:38.835442+00:00", "prompt_metrics": {"chars": 8867, "bytes_utf8": 8867, "lines": 298, "estimated_tokens": 2484}, "response_metrics": {"chars": 298, "bytes_utf8": 298, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22575, "cached_input_tokens": 19840, "output_tokens": 87}, "stderr_preview": "2026-05-04T08:09:28.673455Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:31.223449Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0e68d0c921655836/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0e68d0c921655836/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a1c110f12dd685e5e0e7d1cdb6e0c9baf7c99fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0e68d0c921655836/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_0e68d0c921655836\n-- problem_id: v2p_m8_0988285421062b1e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"age\",\n COUNT(*) AS support,\n AVG(\"duration\") AS avg_response\nFROM \"m8\"\nGROUP BY \"age\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_0e68d0c921655836\\n-- problem_id: v2p_m8_0988285421062b1e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"age\\\",\\n COUNT(*) AS support,\\n AVG(\\\"duration\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"age\", \"support\", \"avg_response\"], \"rows\": [{\"age\": \"32\", \"support\": 2085, \"avg_response\": 260.0115107913669}, {\"age\": \"31\", \"support\": 1996, \"avg_response\": 256.60821643286573}, {\"age\": \"33\", \"support\": 1972, \"avg_response\": 257.02079107505074}, {\"age\": \"34\", \"support\": 1930, \"avg_response\": 253.41658031088082}, {\"age\": \"35\", \"support\": 1894, \"avg_response\": 260.54329461457235}, {\"age\": \"36\", \"support\": 1806, \"avg_response\": 261.0520487264673}, {\"age\": \"30\", \"support\": 1757, \"avg_response\": 259.31132612407515}, {\"age\": \"37\", \"support\": 1696, \"avg_response\": 249.51591981132074}, {\"age\": \"39\", \"support\": 1487, \"avg_response\": 266.13449899125754}, {\"age\": \"38\", \"support\": 1466, \"avg_response\": 256.5211459754434}, {\"age\": \"40\", \"support\": 1355, \"avg_response\": 267.0959409594096}, {\"age\": \"41\", \"support\": 1291, \"avg_response\": 261.7699457784663}, {\"age\": \"42\", \"support\": 1242, \"avg_response\": 245.17713365539453}, {\"age\": \"45\", \"support\": 1216, \"avg_response\": 247.57483552631578}, {\"age\": \"29\", \"support\": 1185, \"avg_response\": 274.2582278481013}, {\"age\": \"46\", \"support\": 1175, \"avg_response\": 244.61617021276595}, {\"age\": \"43\", \"support\": 1161, \"avg_response\": 246.0947459086994}, {\"age\": \"44\", \"support\": 1136, \"avg_response\": 249.67781690140845}, {\"age\": \"47\", \"support\": 1088, \"avg_response\": 244.60386029411765}, {\"age\": \"28\", \"support\": 1038, \"avg_response\": 281.77842003853567}, {\"age\": \"48\", \"support\": 997, \"avg_response\": 248.88665997993982}, {\"age\": \"49\", \"support\": 994, \"avg_response\": 242.1368209255533}, {\"age\": \"50\", \"support\": 939, \"avg_response\": 244.17145899893504}, {\"age\": \"51\", \"support\": 936, \"avg_response\": 241.9604700854701}, {\"age\": \"52\", \"support\": 911, \"avg_response\": 234.81558726673984}, {\"age\": \"27\", \"support\": 909, \"avg_response\": 276.66996699669966}, {\"age\": \"53\", \"support\": 891, \"avg_response\": 252.36139169472503}, {\"age\": \"57\", \"support\": 828, \"avg_response\": 252.6183574879227}, {\"age\": \"54\", \"support\": 811, \"avg_response\": 246.7928483353884}, {\"age\": \"55\", \"support\": 806, \"avg_response\": 241.6985111662531}, {\"age\": \"26\", \"support\": 805, \"avg_response\": 290.18260869565216}, {\"age\": \"56\", \"support\": 778, \"avg_response\": 235.47943444730078}, {\"age\": \"59\", \"support\": 770, \"avg_response\": 274.7688311688312}, {\"age\": \"58\", \"support\": 740, \"avg_response\": 262.02972972972975}, {\"age\": \"60\", \"support\": 596, \"avg_response\": 269.12919463087246}, {\"age\": \"25\", \"support\": 527, \"avg_response\": 286.404174573055}, {\"age\": \"24\", \"support\": 302, \"avg_response\": 283.49006622516555}, {\"age\": \"23\", \"support\": 202, \"avg_response\": 298.9059405940594}, {\"age\": \"61\", \"support\": 147, \"avg_response\": 268.25850340136054}, {\"age\": \"22\", \"support\": 129, \"avg_response\": 234.96899224806202}, {\"age\": \"62\", \"support\": 80, \"avg_response\": 260.875}, {\"age\": \"21\", \"support\": 79, \"avg_response\": 208.65822784810126}, {\"age\": \"63\", \"support\": 77, \"avg_response\": 331.42857142857144}, {\"age\": \"64\", \"support\": 74, \"avg_response\": 300.5}, {\"age\": \"70\", \"support\": 67, \"avg_response\": 296.7014925373134}, {\"age\": \"66\", \"support\": 63, \"avg_response\": 302.63492063492066}, {\"age\": \"65\", \"support\": 59, \"avg_response\": 312.47457627118644}, {\"age\": \"71\", \"support\": 54, \"avg_response\": 372.24074074074076}, {\"age\": \"67\", \"support\": 54, \"avg_response\": 341.0740740740741}, {\"age\": \"72\", \"support\": 52, \"avg_response\": 341.2692307692308}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 32.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0e68d0c921655836/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0e68d0c921655836/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4e66a51a52a5d75e6017da1df6880890ba9d4400 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0e68d0c921655836/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.291537+00:00", + "ended_at": "2026-05-04T08:57:11.328496+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_0e68d0c921655836", + "problem_id": "v2p_m8_0988285421062b1e", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=duration, key_col=age.", + "bindings": { + "key_col": "age", + "measure_col": "duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_0e68d0c921655836.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0e68d0c921655836/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0e68d0c921655836/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0e68d0c921655836/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25424407678d8f40fd805582f46b9e89977d935e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9219, "bytes_utf8": 9219, "lines": 303, "estimated_tokens": 2576}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 517, "bytes_utf8": 517, "lines": 1, "estimated_tokens": 143}, "usage": {"input_tokens": 22667, "cached_input_tokens": 21888, "output_tokens": 294}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fffddaa7c8cd1049ef9683ba7bf957e24a137e5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0fdc5ba9c1af10a0", + "api_calls": 0, + "input_tokens": 22667, + "cached_input_tokens": 21888, + "output_tokens": 294, + "total_tokens": 22961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2576, + "estimated_output_tokens": 143, + "estimated_total_tokens": 2719, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16277.39, + "sql_execution_elapsed_ms_total": 30.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_0fdc5ba9c1af10a0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6cf93b903419b55144cb312b35aafe08d7ffc35a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:25:55.215676+00:00", + "ended_at": "2026-05-04T08:26:11.493662+00:00", + "elapsed_ms": 16277.39, + "prompt_metrics": { + "chars": 9219, + "bytes_utf8": 9219, + "lines": 303, + "estimated_tokens": 2576 + }, + "stdout_metrics": { + "chars": 852, + "bytes_utf8": 852, + "lines": 4, + "estimated_tokens": 255 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13179 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 517, + "bytes_utf8": 517, + "lines": 1, + "estimated_tokens": 143 + }, + "usage": { + "input_tokens": 22667, + "cached_input_tokens": 21888, + "output_tokens": 294 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d17a22b834f514421ff817b9a380781d3ff8acef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=pdays, condition_col=marital.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "pdays", + "condition_col": "marital", + "condition_value": "married", + "positive_value": "married", + "negative_value": "single", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..41060ff173c1dbe1575f9046da73a2cb381fddea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df218-0b98-7bd0-bf1e-cdd820671d7d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"pdays\\\",\\n AVG(CASE WHEN \\\"marital\\\" = 'married' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"pdays\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"condition_rate\\\" DESC\\nLIMIT 11;\",\"notes\":\"Applied the Grouped Condition Rate template with group_col=\\\"pdays\\\" and condition_col=\\\"marital\\\", using condition_value='married'. Added HAVING COUNT(*) >= 5 from the provided min_group_size/min_support-style binding and LIMIT 11 from top_k.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22667,"cached_input_tokens":21888,"output_tokens":294}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a9a5c1966bbf111fe33675fd19b81dc5ea3c1ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"pdays\",\n AVG(CASE WHEN \"marital\" = 'married' THEN 1.0 ELSE 0.0 END) AS \"condition_rate\"\nFROM \"m8\"\nGROUP BY \"pdays\"\nHAVING COUNT(*) >= 5\nORDER BY \"condition_rate\" DESC\nLIMIT 11;","notes":"Applied the Grouped Condition Rate template with group_col=\"pdays\" and condition_col=\"marital\", using condition_value='married'. Added HAVING COUNT(*) >= 5 from the provided min_group_size/min_support-style binding and LIMIT 11 from top_k."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf9651afc5cce17cdadc632deeee073f4dff322a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:25:55.411503Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:25:57.908475Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:26:10.693757Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..de39bca554d4729a3556f2b6629019968daf48f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=pdays, condition_col=marital. +Result preview: [{"pdays": "386", "condition_rate": 1.0}, {"pdays": "215", "condition_rate": 1.0}, {"pdays": "324", "condition_rate": 0.9375}, {"pdays": "309", "condition_rate": 0.9090909090909091}, {"pdays": "282", "condition_rate": 0.9}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a350d21b9bebb15e6b8f11ed7daa37b6e4552d03 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_0fdc5ba9c1af10a0 +-- problem_id: v2p_m8_3635521be70b1b0b +-- realization_mode: agent +-- source_kind: agent +SELECT "pdays", + AVG(CASE WHEN "marital" = 'married' THEN 1.0 ELSE 0.0 END) AS "condition_rate" +FROM "m8" +GROUP BY "pdays" +HAVING COUNT(*) >= 5 +ORDER BY "condition_rate" DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3145780dfe19e15c94485fe1059cd0d85de70d06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"pdays\",\n AVG(CASE WHEN \"marital\" = 'married' THEN 1.0 ELSE 0.0 END) AS \"condition_rate\"\nFROM \"m8\"\nGROUP BY \"pdays\"\nHAVING COUNT(*) >= 5\nORDER BY \"condition_rate\" DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"pdays\\\",\\n AVG(CASE WHEN \\\"marital\\\" = 'married' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"pdays\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"condition_rate\\\" DESC\\nLIMIT 11;\", \"columns\": [\"pdays\", \"condition_rate\"], \"rows\": [{\"pdays\": \"386\", \"condition_rate\": 1.0}, {\"pdays\": \"215\", \"condition_rate\": 1.0}, {\"pdays\": \"324\", \"condition_rate\": 0.9375}, {\"pdays\": \"309\", \"condition_rate\": 0.9090909090909091}, {\"pdays\": \"282\", \"condition_rate\": 0.9}, {\"pdays\": \"1\", \"condition_rate\": 0.8666666666666667}, {\"pdays\": \"7\", \"condition_rate\": 0.8571428571428571}, {\"pdays\": \"158\", \"condition_rate\": 0.8571428571428571}, {\"pdays\": \"125\", \"condition_rate\": 0.8571428571428571}, {\"pdays\": \"71\", \"condition_rate\": 0.8333333333333334}, {\"pdays\": \"385\", \"condition_rate\": 0.8333333333333334}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.07}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eb4ad2cdefaa1fd676a01805f40f179875add6c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:25:55.207752+00:00", + "ended_at": "2026-05-04T08:26:11.549783+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_0fdc5ba9c1af10a0", + "problem_id": "v2p_m8_3635521be70b1b0b", + "dataset_id": "m8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=pdays, condition_col=marital.", + "bindings": { + "group_col": "pdays", + "condition_col": "marital", + "condition_value": "married", + "positive_value": "married", + "negative_value": "single", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=56" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_0fdc5ba9c1af10a0.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0fdc5ba9c1af10a0", + "api_calls": 0, + "input_tokens": 22667, + "cached_input_tokens": 21888, + "output_tokens": 294, + "total_tokens": 22961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2576, + "estimated_output_tokens": 143, + "estimated_total_tokens": 2719, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16277.39, + "sql_execution_elapsed_ms_total": 30.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_0fdc5ba9c1af10a0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e53ca236a5bb356c9392140deb1eaa01bb73544e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:26:11.511612+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16277.39, "started_at": "2026-05-04T08:25:55.215676+00:00", "ended_at": "2026-05-04T08:26:11.493662+00:00", "prompt_metrics": {"chars": 9219, "bytes_utf8": 9219, "lines": 303, "estimated_tokens": 2576}, "response_metrics": {"chars": 517, "bytes_utf8": 517, "lines": 1, "estimated_tokens": 143}, "usage": {"input_tokens": 22667, "cached_input_tokens": 21888, "output_tokens": 294}, "stderr_preview": "2026-05-04T08:25:55.411503Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:25:57.908475Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY \\\"condition_rate\\\" DESC\\nLIMIT 11;\",\"notes\":\"Applied the Grouped Condition Rate template with group_col=\\\"pdays\\\" and condition_col=\\\"marital\\\", using condition_value='married'. Added HAVING COUNT(*) >= 5 from the provided min_group_size/min_support-style binding and LIMIT 11 from top_k.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2327d6bc722038d87fae9457824b9bdf7eed7669 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_0fdc5ba9c1af10a0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0fdc5ba9c1af10a0", + "api_calls": 0, + "input_tokens": 22667, + "cached_input_tokens": 21888, + "output_tokens": 294, + "total_tokens": 22961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2576, + "estimated_output_tokens": 143, + "estimated_total_tokens": 2719, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16277.39, + "sql_execution_elapsed_ms_total": 30.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_0fdc5ba9c1af10a0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_106b2d209992604a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_106b2d209992604a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f18d761720cd337a0d841c0446e2726fb5e49b26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_106b2d209992604a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"pdays": "-1", "support": 36954, "avg_response": 257.7261189587054}, {"pdays": "182", "support": 167, "avg_response": 314.2215568862275}, {"pdays": "92", "support": 147, "avg_response": 281.1156462585034}, {"pdays": "183", "support": 126, "avg_response": 308.56349206349205}, {"pdays": "91", "support": 126, "avg_response": 240.85714285714286}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_106b2d209992604a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_106b2d209992604a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..43d298436f35b59d45fc1984d73a45867a4e25fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_106b2d209992604a/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_106b2d209992604a +-- problem_id: v2p_m8_420a0112d55ed59e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pdays", + COUNT(*) AS support, + AVG("duration") AS avg_response +FROM "m8" +GROUP BY "pdays" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_106b2d209992604a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_106b2d209992604a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b21acd770ac15e06b806e19232987413322a3b57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_106b2d209992604a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_106b2d209992604a\n-- problem_id: v2p_m8_420a0112d55ed59e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"pdays\",\n COUNT(*) AS support,\n AVG(\"duration\") AS avg_response\nFROM \"m8\"\nGROUP BY \"pdays\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_106b2d209992604a\\n-- problem_id: v2p_m8_420a0112d55ed59e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"pdays\\\",\\n COUNT(*) AS support,\\n AVG(\\\"duration\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"pdays\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"pdays\", \"support\", \"avg_response\"], \"rows\": [{\"pdays\": \"-1\", \"support\": 36954, \"avg_response\": 257.7261189587054}, {\"pdays\": \"182\", \"support\": 167, \"avg_response\": 314.2215568862275}, {\"pdays\": \"92\", \"support\": 147, \"avg_response\": 281.1156462585034}, {\"pdays\": \"183\", \"support\": 126, \"avg_response\": 308.56349206349205}, {\"pdays\": \"91\", \"support\": 126, \"avg_response\": 240.85714285714286}, {\"pdays\": \"181\", \"support\": 117, \"avg_response\": 315.34188034188037}, {\"pdays\": \"370\", \"support\": 99, \"avg_response\": 236.78787878787878}, {\"pdays\": \"184\", \"support\": 85, \"avg_response\": 308.56470588235294}, {\"pdays\": \"364\", \"support\": 77, \"avg_response\": 225.44155844155844}, {\"pdays\": \"95\", \"support\": 74, \"avg_response\": 312.14864864864865}, {\"pdays\": \"350\", \"support\": 73, \"avg_response\": 215.3013698630137}, {\"pdays\": \"94\", \"support\": 72, \"avg_response\": 286.72222222222223}, {\"pdays\": \"175\", \"support\": 71, \"avg_response\": 303.8732394366197}, {\"pdays\": \"185\", \"support\": 68, \"avg_response\": 215.61764705882354}, {\"pdays\": \"93\", \"support\": 65, \"avg_response\": 281.73846153846154}, {\"pdays\": \"343\", \"support\": 65, \"avg_response\": 254.66153846153847}, {\"pdays\": \"188\", \"support\": 64, \"avg_response\": 288.78125}, {\"pdays\": \"189\", \"support\": 60, \"avg_response\": 353.0833333333333}, {\"pdays\": \"186\", \"support\": 60, \"avg_response\": 268.06666666666666}, {\"pdays\": \"174\", \"support\": 57, \"avg_response\": 240.68421052631578}, {\"pdays\": \"96\", \"support\": 57, \"avg_response\": 236.75438596491227}, {\"pdays\": \"349\", \"support\": 57, \"avg_response\": 196.50877192982455}, {\"pdays\": \"363\", \"support\": 55, \"avg_response\": 241.14545454545456}, {\"pdays\": \"97\", \"support\": 54, \"avg_response\": 294.1666666666667}, {\"pdays\": \"90\", \"support\": 54, \"avg_response\": 263.5740740740741}, {\"pdays\": \"196\", \"support\": 51, \"avg_response\": 271.4901960784314}, {\"pdays\": \"365\", \"support\": 51, \"avg_response\": 201.94117647058823}, {\"pdays\": \"342\", \"support\": 49, \"avg_response\": 270.8775510204082}, {\"pdays\": \"98\", \"support\": 49, \"avg_response\": 237.16326530612244}, {\"pdays\": \"368\", \"support\": 49, \"avg_response\": 236.81632653061226}, {\"pdays\": \"357\", \"support\": 49, \"avg_response\": 216.75510204081633}, {\"pdays\": \"345\", \"support\": 48, \"avg_response\": 306.8541666666667}, {\"pdays\": \"351\", \"support\": 48, \"avg_response\": 287.0416666666667}, {\"pdays\": \"347\", \"support\": 47, \"avg_response\": 298.3829787234043}, {\"pdays\": \"178\", \"support\": 47, \"avg_response\": 270.8723404255319}, {\"pdays\": \"367\", \"support\": 47, \"avg_response\": 205.51063829787233}, {\"pdays\": \"190\", \"support\": 46, \"avg_response\": 213.93478260869566}, {\"pdays\": \"356\", \"support\": 45, \"avg_response\": 302.7111111111111}, {\"pdays\": \"99\", \"support\": 45, \"avg_response\": 243.24444444444444}, {\"pdays\": \"195\", \"support\": 45, \"avg_response\": 241.13333333333333}, {\"pdays\": \"180\", \"support\": 45, \"avg_response\": 219.84444444444443}, {\"pdays\": \"104\", \"support\": 45, \"avg_response\": 213.13333333333333}, {\"pdays\": \"344\", \"support\": 44, \"avg_response\": 281.5681818181818}, {\"pdays\": \"371\", \"support\": 44, \"avg_response\": 252.5}, {\"pdays\": \"172\", \"support\": 44, \"avg_response\": 214.4090909090909}, {\"pdays\": \"87\", \"support\": 43, \"avg_response\": 337.3255813953488}, {\"pdays\": \"170\", \"support\": 43, \"avg_response\": 313.51162790697674}, {\"pdays\": \"150\", \"support\": 43, \"avg_response\": 307.4651162790698}, {\"pdays\": \"187\", \"support\": 43, \"avg_response\": 294.4186046511628}, {\"pdays\": \"179\", \"support\": 43, \"avg_response\": 234.51162790697674}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 30.02}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_106b2d209992604a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_106b2d209992604a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2cff4aafe6193ec8dbd32f788ba63b3bb06b95c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_106b2d209992604a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.975692+00:00", + "ended_at": "2026-05-04T08:57:12.010027+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_106b2d209992604a", + "problem_id": "v2p_m8_420a0112d55ed59e", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=duration, key_col=pdays.", + "bindings": { + "key_col": "pdays", + "measure_col": "duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=20", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 20, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_106b2d209992604a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_106b2d209992604a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_106b2d209992604a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_106b2d209992604a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9cf611b741e5542869f600c0448bd1f0f8059420 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9130, "bytes_utf8": 9130, "lines": 300, "estimated_tokens": 2556}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22645, "cached_input_tokens": 21888, "output_tokens": 144}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b138d5fc7345c721de5d9eb9160525d23a679aa9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_127e4772c8b0e90f", + "api_calls": 0, + "input_tokens": 22645, + "cached_input_tokens": 21888, + "output_tokens": 144, + "total_tokens": 22789, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2556, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2671, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10913.88, + "sql_execution_elapsed_ms_total": 32.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_127e4772c8b0e90f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6943e83aa2dfb4972531cd6a6201a357c16e8ce4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:52:21.707928+00:00", + "ended_at": "2026-05-04T08:52:32.621560+00:00", + "elapsed_ms": 10913.88, + "prompt_metrics": { + "chars": 9130, + "bytes_utf8": 9130, + "lines": 300, + "estimated_tokens": 2556 + }, + "stdout_metrics": { + "chars": 778, + "bytes_utf8": 778, + "lines": 4, + "estimated_tokens": 226 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13252 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 444, + "bytes_utf8": 444, + "lines": 1, + "estimated_tokens": 115 + }, + "usage": { + "input_tokens": 22645, + "cached_input_tokens": 21888, + "output_tokens": 144 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f230e352b40bd19ea82bfac6920478ca89f1da4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=marital, measure_col=duration.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "marital", + "measure_col": "duration", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 254.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..384b34e10345884289d01251b706e62a1294f211 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df230-40ec-7290-8d6b-65775944251d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"marital\\\", SUM(CAST(\\\"duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nHAVING SUM(CAST(\\\"duration\\\" AS REAL)) > 254.0\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"marital\\\" and measure_col=\\\"duration\\\". Cast \\\"duration\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22645,"cached_input_tokens":21888,"output_tokens":144}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6fcee5bc128ffbf532c7ea4b7c1b33213e5c1f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"marital\", SUM(CAST(\"duration\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"marital\"\nHAVING SUM(CAST(\"duration\" AS REAL)) > 254.0\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"marital\" and measure_col=\"duration\". Cast \"duration\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af22c6375d62f56bb82a40b388dc3847bd0feb93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:52:21.969194Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:52:24.369567Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:52:31.846600Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e534635364b408f7d242986f6c113d05b4a76568 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=marital, measure_col=duration. +Result preview: [{"marital": "married", "total_measure": 6896375.0}, {"marital": "single", "total_measure": 3408509.0}, {"marital": "divorced", "total_measure": 1366927.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..81472a8311a1e7441ed508c5ebbe5dc27c66ded3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_127e4772c8b0e90f +-- problem_id: v2p_m8_b66f1ae2939c30b3 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", SUM(CAST("duration" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "marital" +HAVING SUM(CAST("duration" AS REAL)) > 254.0 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74b3218c4992df166f53d168be93eed49b1a4cd0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"marital\", SUM(CAST(\"duration\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"marital\"\nHAVING SUM(CAST(\"duration\" AS REAL)) > 254.0\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"marital\\\", SUM(CAST(\\\"duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nHAVING SUM(CAST(\\\"duration\\\" AS REAL)) > 254.0\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"marital\", \"total_measure\"], \"rows\": [{\"marital\": \"married\", \"total_measure\": 6896375.0}, {\"marital\": \"single\", \"total_measure\": 3408509.0}, {\"marital\": \"divorced\", \"total_measure\": 1366927.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 32.62}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7b5c3c26e0f5ee7bc437e9afe58427b3c83c8433 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:52:21.700466+00:00", + "ended_at": "2026-05-04T08:52:32.684189+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_127e4772c8b0e90f", + "problem_id": "v2p_m8_b66f1ae2939c30b3", + "dataset_id": "m8", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=marital, measure_col=duration.", + "bindings": { + "group_col": "marital", + "measure_col": "duration", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 254.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=122" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_127e4772c8b0e90f.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_127e4772c8b0e90f", + "api_calls": 0, + "input_tokens": 22645, + "cached_input_tokens": 21888, + "output_tokens": 144, + "total_tokens": 22789, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2556, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2671, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10913.88, + "sql_execution_elapsed_ms_total": 32.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_127e4772c8b0e90f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec9b31f5912f7a1a3ffd0fefc80843b57b1c8d40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:52:32.641748+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10913.88, "started_at": "2026-05-04T08:52:21.707928+00:00", "ended_at": "2026-05-04T08:52:32.621560+00:00", "prompt_metrics": {"chars": 9130, "bytes_utf8": 9130, "lines": 300, "estimated_tokens": 2556}, "response_metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22645, "cached_input_tokens": 21888, "output_tokens": 144}, "stderr_preview": "2026-05-04T08:52:21.969194Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:52:24.369567Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 254.0\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"marital\\\" and measure_col=\\\"duration\\\". Cast \\\"duration\\\" to REAL because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..095835e95e19cfa2c4bbaf5c62186ee241ad177d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_127e4772c8b0e90f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_127e4772c8b0e90f", + "api_calls": 0, + "input_tokens": 22645, + "cached_input_tokens": 21888, + "output_tokens": 144, + "total_tokens": 22789, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2556, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2671, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10913.88, + "sql_execution_elapsed_ms_total": 32.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_127e4772c8b0e90f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78a7b2d4bc23acb61ccdb00ca4bbb5a90b386828 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9129, "bytes_utf8": 9129, "lines": 300, "estimated_tokens": 2547}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 819, "bytes_utf8": 819, "lines": 1, "estimated_tokens": 236}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 578}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..33ce19c0d62422229a61181533acbefc735e84d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_1299c906264ea84a", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 578, + "total_tokens": 23216, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 236, + "estimated_total_tokens": 2783, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18629.6, + "sql_execution_elapsed_ms_total": 158.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_1299c906264ea84a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..02a40218803a66a9324a3f96be2eef61ab3be4ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:45:10.625488+00:00", + "ended_at": "2026-05-04T08:45:29.255613+00:00", + "elapsed_ms": 18629.6, + "prompt_metrics": { + "chars": 9129, + "bytes_utf8": 9129, + "lines": 300, + "estimated_tokens": 2547 + }, + "stdout_metrics": { + "chars": 1228, + "bytes_utf8": 1228, + "lines": 4, + "estimated_tokens": 394 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13204 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 819, + "bytes_utf8": 819, + "lines": 1, + "estimated_tokens": 236 + }, + "usage": { + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 578 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e64777fbf6d761f9a89526bfa3203516bd1c899 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=campaign, measure_col=day.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "campaign", + "measure_col": "day", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..253861c3006ab2126e87bbd4e8f138f14771b4c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df229-acfd-75f2-a1b5-852f1408f8e3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"campaign\\\"\\n ORDER BY CAST(\\\"day\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"campaign\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n \\\"day_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\n)\\nSELECT\\n \\\"campaign\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per campaign group over CAST(\\\"day\\\" AS REAL), preserving the grouped percentile intent.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":21888,"output_tokens":578}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3ef984f93881cdab4b792e05bb98b8a64613a1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"campaign\",\n CAST(\"day\" AS REAL) AS \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"campaign\"\n ORDER BY CAST(\"day\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"campaign\"\n ) AS \"cnt\"\n FROM \"m8\"\n),\n\"picked\" AS (\n SELECT\n \"campaign\",\n \"day_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\n)\nSELECT\n \"campaign\",\n \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per campaign group over CAST(\"day\" AS REAL), preserving the grouped percentile intent."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5205d318e779c672a830aa4f7fac5c4fac79d0e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:45:10.851701Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:45:13.249297Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:45:28.538407Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcaa3b9f61760ea876ffed9f171dd914d715b3a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=campaign, measure_col=day. +Result preview: [{"campaign": "13", "percentile_measure": 31.0}, {"campaign": "16", "percentile_measure": 31.0}, {"campaign": "17", "percentile_measure": 31.0}, {"campaign": "19", "percentile_measure": 31.0}, {"campaign": "20", "percentile_measure": 31.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7b16629388a1b9b7466f1ae82dd33a35cce8feff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_1299c906264ea84a +-- problem_id: v2p_m8_a8108cc57c6a294c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "campaign", + CAST("day" AS REAL) AS "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "campaign" + ORDER BY CAST("day" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "campaign" + ) AS "cnt" + FROM "m8" +), +"picked" AS ( + SELECT + "campaign", + "day_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST(((9 * "cnt") + 9) / 10 AS INTEGER) +) +SELECT + "campaign", + "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..54026667d82a271728e58420b3345d6133f72689 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"campaign\",\n CAST(\"day\" AS REAL) AS \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"campaign\"\n ORDER BY CAST(\"day\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"campaign\"\n ) AS \"cnt\"\n FROM \"m8\"\n),\n\"picked\" AS (\n SELECT\n \"campaign\",\n \"day_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\n)\nSELECT\n \"campaign\",\n \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"campaign\\\"\\n ORDER BY CAST(\\\"day\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"campaign\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n \\\"day_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\n)\\nSELECT\\n \\\"campaign\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"campaign\", \"percentile_measure\"], \"rows\": [{\"campaign\": \"13\", \"percentile_measure\": 31.0}, {\"campaign\": \"16\", \"percentile_measure\": 31.0}, {\"campaign\": \"17\", \"percentile_measure\": 31.0}, {\"campaign\": \"19\", \"percentile_measure\": 31.0}, {\"campaign\": \"20\", \"percentile_measure\": 31.0}, {\"campaign\": \"21\", \"percentile_measure\": 31.0}, {\"campaign\": \"22\", \"percentile_measure\": 31.0}, {\"campaign\": \"23\", \"percentile_measure\": 31.0}, {\"campaign\": \"25\", \"percentile_measure\": 31.0}, {\"campaign\": \"27\", \"percentile_measure\": 31.0}, {\"campaign\": \"28\", \"percentile_measure\": 31.0}, {\"campaign\": \"29\", \"percentile_measure\": 31.0}, {\"campaign\": \"30\", \"percentile_measure\": 31.0}, {\"campaign\": \"31\", \"percentile_measure\": 31.0}, {\"campaign\": \"32\", \"percentile_measure\": 31.0}, {\"campaign\": \"33\", \"percentile_measure\": 31.0}, {\"campaign\": \"34\", \"percentile_measure\": 31.0}, {\"campaign\": \"35\", \"percentile_measure\": 31.0}, {\"campaign\": \"36\", \"percentile_measure\": 31.0}, {\"campaign\": \"38\", \"percentile_measure\": 31.0}, {\"campaign\": \"39\", \"percentile_measure\": 31.0}, {\"campaign\": \"43\", \"percentile_measure\": 31.0}, {\"campaign\": \"44\", \"percentile_measure\": 31.0}, {\"campaign\": \"50\", \"percentile_measure\": 31.0}, {\"campaign\": \"15\", \"percentile_measure\": 30.0}, {\"campaign\": \"18\", \"percentile_measure\": 30.0}, {\"campaign\": \"24\", \"percentile_measure\": 30.0}, {\"campaign\": \"26\", \"percentile_measure\": 30.0}, {\"campaign\": \"10\", \"percentile_measure\": 29.0}, {\"campaign\": \"11\", \"percentile_measure\": 29.0}, {\"campaign\": \"12\", \"percentile_measure\": 29.0}, {\"campaign\": \"14\", \"percentile_measure\": 29.0}, {\"campaign\": \"4\", \"percentile_measure\": 29.0}, {\"campaign\": \"6\", \"percentile_measure\": 29.0}, {\"campaign\": \"7\", \"percentile_measure\": 29.0}, {\"campaign\": \"8\", \"percentile_measure\": 29.0}, {\"campaign\": \"9\", \"percentile_measure\": 29.0}, {\"campaign\": \"2\", \"percentile_measure\": 28.0}, {\"campaign\": \"3\", \"percentile_measure\": 28.0}, {\"campaign\": \"5\", \"percentile_measure\": 28.0}, {\"campaign\": \"1\", \"percentile_measure\": 27.0}, {\"campaign\": \"55\", \"percentile_measure\": 21.0}, {\"campaign\": \"37\", \"percentile_measure\": 20.0}, {\"campaign\": \"58\", \"percentile_measure\": 20.0}, {\"campaign\": \"41\", \"percentile_measure\": 19.0}, {\"campaign\": \"51\", \"percentile_measure\": 19.0}, {\"campaign\": \"63\", \"percentile_measure\": 19.0}, {\"campaign\": \"46\", \"percentile_measure\": 16.0}], \"row_count_returned\": 48, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 158.93}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..da12392cc94854f66dd6a9a8aa7ed26107ba215a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:45:10.617590+00:00", + "ended_at": "2026-05-04T08:45:29.443080+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_1299c906264ea84a", + "problem_id": "v2p_m8_a8108cc57c6a294c", + "dataset_id": "m8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=campaign, measure_col=day.", + "bindings": { + "group_col": "campaign", + "measure_col": "day", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_1299c906264ea84a.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_1299c906264ea84a", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 578, + "total_tokens": 23216, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 236, + "estimated_total_tokens": 2783, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18629.6, + "sql_execution_elapsed_ms_total": 158.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_1299c906264ea84a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23d1c4a3c4376e5a287c4368ef3c520a7b1797e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1299c906264ea84a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:45:29.274216+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18629.6, "started_at": "2026-05-04T08:45:10.625488+00:00", "ended_at": "2026-05-04T08:45:29.255613+00:00", "prompt_metrics": {"chars": 9129, "bytes_utf8": 9129, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 819, "bytes_utf8": 819, "lines": 1, "estimated_tokens": 236}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 578}, "stderr_preview": "2026-05-04T08:45:10.851701Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:45:13.249297Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=month, measure_col=age, condition_col=loan.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "month", + "measure_col": "age", + "condition_col": "loan", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..92b16efea2284aac38add270db4d667b2ce4ee49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-e69f-74f0-bf95-e4b7d6cd4ed3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"month\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"loan\\\" = 'no'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"month\\\",\\n \\\"age_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"month\\\" ORDER BY \\\"age_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"month\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"month\\\",\\n \\\"age_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") AS INTEGER) + ((0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER))\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per month after filtering to rows where loan = 'no'. Age is cast from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22711,"cached_input_tokens":21888,"output_tokens":1047}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..08da381499fa2a18c930b877b6857edbe41033e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"month\",\n CAST(\"age\" AS REAL) AS \"age_value\"\n FROM \"m8\"\n WHERE \"loan\" = 'no'\n),\n\"ranked\" AS (\n SELECT\n \"month\",\n \"age_value\",\n ROW_NUMBER() OVER (PARTITION BY \"month\" ORDER BY \"age_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"month\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"month\",\n \"age_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.95 * \"cnt\") AS INTEGER) + ((0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER))\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per month after filtering to rows where loan = 'no'. Age is cast from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f486c5f0d2ade961675aab490d71d4d31049574 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:33:24.704650Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:33:27.203247Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:33:50.759839Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9d58f63cd6cf4371fe58b05002b587b6488595b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=month, measure_col=age, condition_col=loan. +Result preview: [{"month": "dec", "conditional_percentile": 78.0}, {"month": "sep", "conditional_percentile": 77.0}, {"month": "oct", "conditional_percentile": 76.0}, {"month": "mar", "conditional_percentile": 74.0}, {"month": "feb", "conditional_percentile": 63.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0ba7113f0c2899b22048c2e14783b2d4af562583 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_1326664ae3baa833 +-- problem_id: v2p_m8_b479fd3683314786 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "month", + CAST("age" AS REAL) AS "age_value" + FROM "m8" + WHERE "loan" = 'no' +), +"ranked" AS ( + SELECT + "month", + "age_value", + ROW_NUMBER() OVER (PARTITION BY "month" ORDER BY "age_value") AS "rn", + COUNT(*) OVER (PARTITION BY "month") AS "cnt" + FROM "filtered" +) +SELECT + "month", + "age_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((0.95 * "cnt") AS INTEGER) + ((0.95 * "cnt") > CAST((0.95 * "cnt") AS INTEGER)) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a06ca85d5fd92114e4e75da946c1db11ee09d70b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"month\",\n CAST(\"age\" AS REAL) AS \"age_value\"\n FROM \"m8\"\n WHERE \"loan\" = 'no'\n),\n\"ranked\" AS (\n SELECT\n \"month\",\n \"age_value\",\n ROW_NUMBER() OVER (PARTITION BY \"month\" ORDER BY \"age_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"month\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"month\",\n \"age_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.95 * \"cnt\") AS INTEGER) + ((0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER))\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"month\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"loan\\\" = 'no'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"month\\\",\\n \\\"age_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"month\\\" ORDER BY \\\"age_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"month\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"month\\\",\\n \\\"age_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") AS INTEGER) + ((0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER))\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"month\", \"conditional_percentile\"], \"rows\": [{\"month\": \"dec\", \"conditional_percentile\": 78.0}, {\"month\": \"sep\", \"conditional_percentile\": 77.0}, {\"month\": \"oct\", \"conditional_percentile\": 76.0}, {\"month\": \"mar\", \"conditional_percentile\": 74.0}, {\"month\": \"feb\", \"conditional_percentile\": 63.0}, {\"month\": \"apr\", \"conditional_percentile\": 61.0}, {\"month\": \"aug\", \"conditional_percentile\": 60.0}, {\"month\": \"jan\", \"conditional_percentile\": 60.0}, {\"month\": \"jul\", \"conditional_percentile\": 59.0}, {\"month\": \"jun\", \"conditional_percentile\": 59.0}, {\"month\": \"nov\", \"conditional_percentile\": 58.0}, {\"month\": \"may\", \"conditional_percentile\": 57.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 154.24}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4844ec078b7541ff698b3a2ea33eb8af8bd31938 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:33:24.478613+00:00", + "ended_at": "2026-05-04T08:33:51.828345+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_1326664ae3baa833", + "problem_id": "v2p_m8_b479fd3683314786", + "dataset_id": "m8", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=month, measure_col=age, condition_col=loan.", + "bindings": { + "group_col": "month", + "measure_col": "age", + "condition_col": "loan", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_1326664ae3baa833.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_1326664ae3baa833", + "api_calls": 0, + "input_tokens": 22711, + "cached_input_tokens": 21888, + "output_tokens": 1047, + "total_tokens": 23758, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2620, + "estimated_output_tokens": 253, + "estimated_total_tokens": 2873, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27159.38, + "sql_execution_elapsed_ms_total": 154.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_1326664ae3baa833\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..11e26fe303c316151de03194e585abad4341c7e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:33:51.664094+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 27159.38, "started_at": "2026-05-04T08:33:24.487992+00:00", "ended_at": "2026-05-04T08:33:51.647456+00:00", "prompt_metrics": {"chars": 9439, "bytes_utf8": 9439, "lines": 305, "estimated_tokens": 2620}, "response_metrics": {"chars": 855, "bytes_utf8": 855, "lines": 1, "estimated_tokens": 253}, "usage": {"input_tokens": 22711, "cached_input_tokens": 21888, "output_tokens": 1047}, "stderr_preview": "2026-05-04T08:33:24.704650Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:33:27.203247Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST((0.95 * \\\"cnt\\\") AS INTEGER))\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per month after filtering to rows where loan = 'no'. Age is cast from TEXT to REAL for numeric ordering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..19d7a9e42de6d8abdc0ef510de5ea1d945b8aff1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1326664ae3baa833/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_1326664ae3baa833", + "api_calls": 0, + "input_tokens": 22711, + "cached_input_tokens": 21888, + "output_tokens": 1047, + "total_tokens": 23758, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2620, + "estimated_output_tokens": 253, + "estimated_total_tokens": 2873, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27159.38, + "sql_execution_elapsed_ms_total": 154.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_1326664ae3baa833\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ceb6781f6d7e1ed93ae4df85d180a23c0c6d0bd0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9149, "bytes_utf8": 9149, "lines": 302, "estimated_tokens": 2556}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 367, "bytes_utf8": 367, "lines": 1, "estimated_tokens": 90}, "usage": {"input_tokens": 22645, "cached_input_tokens": 19840, "output_tokens": 106}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eceef65609c872a745d5c54291e5c8eca41545a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_136c7de11efe6afc", + "api_calls": 0, + "input_tokens": 22645, + "cached_input_tokens": 19840, + "output_tokens": 106, + "total_tokens": 22751, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2556, + "estimated_output_tokens": 90, + "estimated_total_tokens": 2646, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14124.33, + "sql_execution_elapsed_ms_total": 18.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_136c7de11efe6afc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..498d9ddd8d83f6496017639dad73d0ab0d56a0d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:13:19.162120+00:00", + "ended_at": "2026-05-04T08:13:33.286315+00:00", + "elapsed_ms": 14124.33, + "prompt_metrics": { + "chars": 9149, + "bytes_utf8": 9149, + "lines": 302, + "estimated_tokens": 2556 + }, + "stdout_metrics": { + "chars": 693, + "bytes_utf8": 693, + "lines": 4, + "estimated_tokens": 195 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13141 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 367, + "bytes_utf8": 367, + "lines": 1, + "estimated_tokens": 90 + }, + "usage": { + "input_tokens": 22645, + "cached_input_tokens": 19840, + "output_tokens": 106 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1772698a7d7aa5285da38a91e71826872654eb5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "housing", + "predicate_col": "education", + "predicate_op": "=", + "predicate_value": "secondary", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8247d621f4802b00265354551e84f5cea3f0edf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-8246-72e1-87ce-95903d09f30a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"education\\\" = 'secondary'\\nGROUP BY \\\"housing\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"housing\\\" and predicate_col bound to \\\"education\\\" = 'secondary'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22645,"cached_input_tokens":19840,"output_tokens":106}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b95897144348269d6cf35a122bbff792b7d809d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"housing\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"education\" = 'secondary'\nGROUP BY \"housing\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"housing\" and predicate_col bound to \"education\" = 'secondary'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3007fdfc040738c6a68b286f4c65f500f7a06387 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:13:19.365361Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:22.032525Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:32.533719Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3047f8d2789bef066a10d8a3e20f390be28e8cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing. +Result preview: [{"housing": "yes", "support": 14038}, {"housing": "no", "support": 9164}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..484dffa2056b8153bd737cb89166db92be398c78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_136c7de11efe6afc +-- problem_id: v2p_m8_fac668e431c6a6b7 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS support +FROM "m8" +WHERE "education" = 'secondary' +GROUP BY "housing" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa3030c76c1e15ada0972a27f3871499eb929e1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"housing\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"education\" = 'secondary'\nGROUP BY \"housing\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"education\\\" = 'secondary'\\nGROUP BY \\\"housing\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"housing\", \"support\"], \"rows\": [{\"housing\": \"yes\", \"support\": 14038}, {\"housing\": \"no\", \"support\": 9164}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.37}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..413b510678b7aad578f36df7f24a9e985989f11a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:13:19.153361+00:00", + "ended_at": "2026-05-04T08:13:33.329986+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_136c7de11efe6afc", + "problem_id": "v2p_m8_fac668e431c6a6b7", + "dataset_id": "m8", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing.", + "bindings": { + "group_col": "housing", + "predicate_col": "education", + "predicate_op": "=", + "predicate_value": "secondary", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=20" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_136c7de11efe6afc.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_136c7de11efe6afc", + "api_calls": 0, + "input_tokens": 22645, + "cached_input_tokens": 19840, + "output_tokens": 106, + "total_tokens": 22751, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2556, + "estimated_output_tokens": 90, + "estimated_total_tokens": 2646, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14124.33, + "sql_execution_elapsed_ms_total": 18.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_136c7de11efe6afc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1a724e8356fda93e5f96d974e7b8076b3aab0a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_136c7de11efe6afc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:13:33.304104+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14124.33, "started_at": "2026-05-04T08:13:19.162120+00:00", "ended_at": "2026-05-04T08:13:33.286315+00:00", "prompt_metrics": {"chars": 9149, "bytes_utf8": 9149, "lines": 302, "estimated_tokens": 2556}, "response_metrics": {"chars": 367, "bytes_utf8": 367, "lines": 1, "estimated_tokens": 90}, "usage": {"input_tokens": 22645, "cached_input_tokens": 19840, "output_tokens": 106}, "stderr_preview": "2026-05-04T08:13:19.365361Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:22.032525Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_138d71a92d067c4a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_138d71a92d067c4a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c57b8e15d9f1392740fe34880d05f6cd8e6044d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_138d71a92d067c4a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_138d71a92d067c4a\n-- problem_id: v2p_m8_d88b435dba1b9afe\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"balance\",\n COUNT(*) AS support,\n AVG(\"age\") AS avg_response\nFROM \"m8\"\nGROUP BY \"balance\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_138d71a92d067c4a\\n-- problem_id: v2p_m8_d88b435dba1b9afe\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"balance\\\",\\n COUNT(*) AS support,\\n AVG(\\\"age\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"balance\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"balance\", \"support\", \"avg_response\"], \"rows\": [{\"balance\": \"0\", \"support\": 3514, \"avg_response\": 41.96955036994878}, {\"balance\": \"1\", \"support\": 195, \"avg_response\": 37.748717948717946}, {\"balance\": \"2\", \"support\": 156, \"avg_response\": 38.833333333333336}, {\"balance\": \"4\", \"support\": 139, \"avg_response\": 39.31654676258993}, {\"balance\": \"3\", \"support\": 134, \"avg_response\": 38.14179104477612}, {\"balance\": \"5\", \"support\": 113, \"avg_response\": 39.0}, {\"balance\": \"6\", \"support\": 88, \"avg_response\": 39.72727272727273}, {\"balance\": \"8\", \"support\": 81, \"avg_response\": 37.4320987654321}, {\"balance\": \"23\", \"support\": 75, \"avg_response\": 38.52}, {\"balance\": \"10\", \"support\": 69, \"avg_response\": 38.594202898550726}, {\"balance\": \"7\", \"support\": 69, \"avg_response\": 38.3768115942029}, {\"balance\": \"11\", \"support\": 65, \"avg_response\": 41.46153846153846}, {\"balance\": \"25\", \"support\": 63, \"avg_response\": 39.55555555555556}, {\"balance\": \"20\", \"support\": 62, \"avg_response\": 39.935483870967744}, {\"balance\": \"19\", \"support\": 60, \"avg_response\": 40.61666666666667}, {\"balance\": \"21\", \"support\": 59, \"avg_response\": 41.067796610169495}, {\"balance\": \"49\", \"support\": 59, \"avg_response\": 40.28813559322034}, {\"balance\": \"15\", \"support\": 59, \"avg_response\": 38.898305084745765}, {\"balance\": \"47\", \"support\": 59, \"avg_response\": 37.271186440677965}, {\"balance\": \"33\", \"support\": 58, \"avg_response\": 38.86206896551724}, {\"balance\": \"13\", \"support\": 57, \"avg_response\": 39.85964912280702}, {\"balance\": \"16\", \"support\": 56, \"avg_response\": 38.160714285714285}, {\"balance\": \"53\", \"support\": 56, \"avg_response\": 37.660714285714285}, {\"balance\": \"24\", \"support\": 55, \"avg_response\": 39.43636363636364}, {\"balance\": \"79\", \"support\": 55, \"avg_response\": 37.56363636363636}, {\"balance\": \"46\", \"support\": 54, \"avg_response\": 40.94444444444444}, {\"balance\": \"145\", \"support\": 54, \"avg_response\": 39.851851851851855}, {\"balance\": \"91\", \"support\": 54, \"avg_response\": 39.425925925925924}, {\"balance\": \"9\", \"support\": 54, \"avg_response\": 37.2962962962963}, {\"balance\": \"14\", \"support\": 53, \"avg_response\": 39.0188679245283}, {\"balance\": \"18\", \"support\": 53, \"avg_response\": 37.20754716981132}, {\"balance\": \"96\", \"support\": 52, \"avg_response\": 40.63461538461539}, {\"balance\": \"94\", \"support\": 52, \"avg_response\": 40.26923076923077}, {\"balance\": \"12\", \"support\": 52, \"avg_response\": 40.23076923076923}, {\"balance\": \"31\", \"support\": 52, \"avg_response\": 39.5}, {\"balance\": \"61\", \"support\": 52, \"avg_response\": 38.67307692307692}, {\"balance\": \"99\", \"support\": 51, \"avg_response\": 38.509803921568626}, {\"balance\": \"17\", \"support\": 51, \"avg_response\": 38.490196078431374}, {\"balance\": \"223\", \"support\": 51, \"avg_response\": 37.78431372549019}, {\"balance\": \"-1\", \"support\": 50, \"avg_response\": 41.18}, {\"balance\": \"26\", \"support\": 50, \"avg_response\": 39.9}, {\"balance\": \"36\", \"support\": 50, \"avg_response\": 39.3}, {\"balance\": \"105\", \"support\": 50, \"avg_response\": 39.06}, {\"balance\": \"43\", \"support\": 50, \"avg_response\": 38.56}, {\"balance\": \"28\", \"support\": 50, \"avg_response\": 38.22}, {\"balance\": \"35\", \"support\": 50, \"avg_response\": 36.9}, {\"balance\": \"66\", \"support\": 49, \"avg_response\": 38.95918367346939}, {\"balance\": \"50\", \"support\": 48, \"avg_response\": 41.395833333333336}, {\"balance\": \"22\", \"support\": 48, \"avg_response\": 39.3125}, {\"balance\": \"71\", \"support\": 48, \"avg_response\": 39.270833333333336}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 39.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_138d71a92d067c4a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_138d71a92d067c4a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3a6d269b8330068e503691961c653856fb2fd50f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_138d71a92d067c4a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.331096+00:00", + "ended_at": "2026-05-04T08:57:11.374656+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_138d71a92d067c4a", + "problem_id": "v2p_m8_d88b435dba1b9afe", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=age, key_col=balance.", + "bindings": { + "key_col": "balance", + "measure_col": "age", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_138d71a92d067c4a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_138d71a92d067c4a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_138d71a92d067c4a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_138d71a92d067c4a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1426fde6a3787f23/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1426fde6a3787f23/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e166fd22b3e36158dcb5c09424c308700adddf1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1426fde6a3787f23/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "married", "support": 27214, "support_share": 0.6019331578598128, "cumulative_support": 27214}, {"value_label": "single", "support": 12790, "support_share": 0.2828957554577426, "cumulative_support": 40004}, {"value_label": "divorced", "support": 5207, "support_share": 0.11517108668244454, "cumulative_support": 45211}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1426fde6a3787f23/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1426fde6a3787f23/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..486a50d73fe6ecfb23867efcfcf8201977e005ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1426fde6a3787f23/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m8_1426fde6a3787f23 +-- problem_id: v2p_m8_d81b539c2ed29a2e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "marital" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "marital" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1426fde6a3787f23/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1426fde6a3787f23/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..816ad17b5ac545c8b8155d2d9eb54a4b506ec001 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1426fde6a3787f23/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m8_1426fde6a3787f23\n-- problem_id: v2p_m8_d81b539c2ed29a2e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"marital\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"marital\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m8_1426fde6a3787f23\\n-- problem_id: v2p_m8_d81b539c2ed29a2e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"marital\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"marital\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"married\", \"support\": 27214, \"support_share\": 0.6019331578598128, \"cumulative_support\": 27214}, {\"value_label\": \"single\", \"support\": 12790, \"support_share\": 0.2828957554577426, \"cumulative_support\": 40004}, {\"value_label\": \"divorced\", \"support\": 5207, \"support_share\": 0.11517108668244454, \"cumulative_support\": 45211}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.69}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1426fde6a3787f23/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1426fde6a3787f23/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d11cb5e36157dc0a7be6f63b2539a5cda8daf029 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1426fde6a3787f23/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:10.324067+00:00", + "ended_at": "2026-05-04T08:57:10.361413+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_1426fde6a3787f23", + "problem_id": "v2p_m8_d81b539c2ed29a2e", + "dataset_id": "m8", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=marital.", + "bindings": { + "group_col": "marital" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_1426fde6a3787f23.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1426fde6a3787f23/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1426fde6a3787f23/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1426fde6a3787f23/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_143cd170c16deca8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_143cd170c16deca8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..465cbffa4432a19b776ba6c006c7710937bcf0ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_143cd170c16deca8/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1", "support": 17544, "support_share": 0.3880471566654133, "support_rank": 1}, {"value_label": "2", "support": 12505, "support_share": 0.276591979827918, "support_rank": 2}, {"value_label": "3", "support": 5521, "support_share": 0.12211629913074251, "support_rank": 3}, {"value_label": "4", "support": 3522, "support_share": 0.07790139567804295, "support_rank": 4}, {"value_label": "5", "support": 1764, "support_share": 0.039017053371967, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_143cd170c16deca8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_143cd170c16deca8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b3ada193ffedd7a74d14a6df71999a0e1d9c52f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_143cd170c16deca8/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_143cd170c16deca8 +-- problem_id: v2p_m8_8f8c8bb7389ed894 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "campaign" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "campaign" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_143cd170c16deca8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_143cd170c16deca8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..95ea10d8c9521579381ff053f6cf1f14d2cf3dcd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_143cd170c16deca8/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m8_143cd170c16deca8\n-- problem_id: v2p_m8_8f8c8bb7389ed894\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"campaign\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"campaign\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m8_143cd170c16deca8\\n-- problem_id: v2p_m8_8f8c8bb7389ed894\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"campaign\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"campaign\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"1\", \"support\": 17544, \"support_share\": 0.3880471566654133, \"support_rank\": 1}, {\"value_label\": \"2\", \"support\": 12505, \"support_share\": 0.276591979827918, \"support_rank\": 2}, {\"value_label\": \"3\", \"support\": 5521, \"support_share\": 0.12211629913074251, \"support_rank\": 3}, {\"value_label\": \"4\", \"support\": 3522, \"support_share\": 0.07790139567804295, \"support_rank\": 4}, {\"value_label\": \"5\", \"support\": 1764, \"support_share\": 0.039017053371967, \"support_rank\": 5}, {\"value_label\": \"6\", \"support\": 1291, \"support_share\": 0.028554997677556346, \"support_rank\": 6}, {\"value_label\": \"7\", \"support\": 735, \"support_share\": 0.016257105571652917, \"support_rank\": 7}, {\"value_label\": \"8\", \"support\": 540, \"support_share\": 0.01194399593019398, \"support_rank\": 8}, {\"value_label\": \"9\", \"support\": 327, \"support_share\": 0.0072327530910619095, \"support_rank\": 9}, {\"value_label\": \"10\", \"support\": 266, \"support_share\": 0.005883523921169627, \"support_rank\": 10}, {\"value_label\": \"11\", \"support\": 201, \"support_share\": 0.004445820707349981, \"support_rank\": 11}, {\"value_label\": \"12\", \"support\": 155, \"support_share\": 0.003428369202185309, \"support_rank\": 12}, {\"value_label\": \"13\", \"support\": 133, \"support_share\": 0.0029417619605848133, \"support_rank\": 13}, {\"value_label\": \"14\", \"support\": 93, \"support_share\": 0.002057021521311185, \"support_rank\": 14}, {\"value_label\": \"15\", \"support\": 84, \"support_share\": 0.001857954922474619, \"support_rank\": 15}, {\"value_label\": \"16\", \"support\": 79, \"support_share\": 0.0017473623675654155, \"support_rank\": 16}, {\"value_label\": \"17\", \"support\": 69, \"support_share\": 0.0015261772577470085, \"support_rank\": 17}, {\"value_label\": \"18\", \"support\": 51, \"support_share\": 0.001128044060073876, \"support_rank\": 18}, {\"value_label\": \"19\", \"support\": 44, \"support_share\": 0.000973214483200991, \"support_rank\": 19}, {\"value_label\": \"20\", \"support\": 43, \"support_share\": 0.0009510959722191502, \"support_rank\": 20}, {\"value_label\": \"21\", \"support\": 35, \"support_share\": 0.0007741478843644246, \"support_rank\": 21}, {\"value_label\": \"22\", \"support\": 23, \"support_share\": 0.0005087257525823362, \"support_rank\": 22}, {\"value_label\": \"23\", \"support\": 22, \"support_share\": 0.0004866072416004955, \"support_rank\": 23}, {\"value_label\": \"25\", \"support\": 22, \"support_share\": 0.0004866072416004955, \"support_rank\": 24}, {\"value_label\": \"24\", \"support\": 20, \"support_share\": 0.00044237021963681403, \"support_rank\": 25}, {\"value_label\": \"28\", \"support\": 16, \"support_share\": 0.00035389617570945125, \"support_rank\": 26}, {\"value_label\": \"29\", \"support\": 16, \"support_share\": 0.00035389617570945125, \"support_rank\": 27}, {\"value_label\": \"26\", \"support\": 13, \"support_share\": 0.00028754064276392913, \"support_rank\": 28}, {\"value_label\": \"31\", \"support\": 12, \"support_share\": 0.0002654221317820884, \"support_rank\": 29}, {\"value_label\": \"27\", \"support\": 10, \"support_share\": 0.00022118510981840702, \"support_rank\": 30}, {\"value_label\": \"32\", \"support\": 9, \"support_share\": 0.00019906659883656632, \"support_rank\": 31}, {\"value_label\": \"30\", \"support\": 8, \"support_share\": 0.00017694808785472562, \"support_rank\": 32}, {\"value_label\": \"33\", \"support\": 6, \"support_share\": 0.0001327110658910442, \"support_rank\": 33}, {\"value_label\": \"34\", \"support\": 5, \"support_share\": 0.00011059255490920351, \"support_rank\": 34}, {\"value_label\": \"35\", \"support\": 4, \"support_share\": 8.847404392736281e-05, \"support_rank\": 35}, {\"value_label\": \"36\", \"support\": 4, \"support_share\": 8.847404392736281e-05, \"support_rank\": 36}, {\"value_label\": \"38\", \"support\": 3, \"support_share\": 6.63555329455221e-05, \"support_rank\": 37}, {\"value_label\": \"43\", \"support\": 3, \"support_share\": 6.63555329455221e-05, \"support_rank\": 38}, {\"value_label\": \"37\", \"support\": 2, \"support_share\": 4.4237021963681406e-05, \"support_rank\": 39}, {\"value_label\": \"41\", \"support\": 2, \"support_share\": 4.4237021963681406e-05, \"support_rank\": 40}, {\"value_label\": \"50\", \"support\": 2, \"support_share\": 4.4237021963681406e-05, \"support_rank\": 41}, {\"value_label\": \"39\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 42}, {\"value_label\": \"44\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 43}, {\"value_label\": \"46\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 44}, {\"value_label\": \"51\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 45}, {\"value_label\": \"55\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 46}, {\"value_label\": \"58\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 47}, {\"value_label\": \"63\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 48}], \"row_count_returned\": 48, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.29}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_143cd170c16deca8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_143cd170c16deca8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8c0bf583f6c5a683c841ccc2b962c35b5778900e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_143cd170c16deca8/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.051038+00:00", + "ended_at": "2026-05-04T08:57:11.080415+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_143cd170c16deca8", + "problem_id": "v2p_m8_8f8c8bb7389ed894", + "dataset_id": "m8", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=campaign.", + "bindings": { + "group_col": "campaign" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_143cd170c16deca8.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_143cd170c16deca8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_143cd170c16deca8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_143cd170c16deca8/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e811a0fecd9148644feca5d8ea97f77d1e9a120 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"previous": "0", "support": 36954, "avg_response": 1318.7888455918169}, {"previous": "1", "support": 2772, "avg_response": 1516.2287157287158}, {"previous": "2", "support": 2106, "avg_response": 1538.6633428300095}, {"previous": "3", "support": 1142, "avg_response": 1653.8563922942208}, {"previous": "4", "support": 714, "avg_response": 1668.498599439776}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2895f7efba53fa8112b5a9d431569ce25ac4dc10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_16eb49b1fb46d0f5 +-- problem_id: v2p_m8_fd4a86e8c13c1a0e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "previous", + COUNT(*) AS support, + AVG("balance") AS avg_response +FROM "m8" +GROUP BY "previous" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b272b0c10eb466e0be6d4d9d3203bc56f071f878 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_16eb49b1fb46d0f5\n-- problem_id: v2p_m8_fd4a86e8c13c1a0e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"previous\",\n COUNT(*) AS support,\n AVG(\"balance\") AS avg_response\nFROM \"m8\"\nGROUP BY \"previous\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_16eb49b1fb46d0f5\\n-- problem_id: v2p_m8_fd4a86e8c13c1a0e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"previous\\\",\\n COUNT(*) AS support,\\n AVG(\\\"balance\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"previous\", \"support\", \"avg_response\"], \"rows\": [{\"previous\": \"0\", \"support\": 36954, \"avg_response\": 1318.7888455918169}, {\"previous\": \"1\", \"support\": 2772, \"avg_response\": 1516.2287157287158}, {\"previous\": \"2\", \"support\": 2106, \"avg_response\": 1538.6633428300095}, {\"previous\": \"3\", \"support\": 1142, \"avg_response\": 1653.8563922942208}, {\"previous\": \"4\", \"support\": 714, \"avg_response\": 1668.498599439776}, {\"previous\": \"5\", \"support\": 459, \"avg_response\": 1523.4684095860566}, {\"previous\": \"6\", \"support\": 277, \"avg_response\": 1392.0397111913358}, {\"previous\": \"7\", \"support\": 205, \"avg_response\": 1736.590243902439}, {\"previous\": \"8\", \"support\": 129, \"avg_response\": 1171.7441860465117}, {\"previous\": \"9\", \"support\": 92, \"avg_response\": 1718.9347826086957}, {\"previous\": \"10\", \"support\": 67, \"avg_response\": 1569.8358208955224}, {\"previous\": \"11\", \"support\": 65, \"avg_response\": 1498.7384615384615}, {\"previous\": \"12\", \"support\": 44, \"avg_response\": 1711.6136363636363}, {\"previous\": \"13\", \"support\": 38, \"avg_response\": 2032.1842105263158}, {\"previous\": \"15\", \"support\": 20, \"avg_response\": 850.25}, {\"previous\": \"14\", \"support\": 19, \"avg_response\": 1143.2105263157894}, {\"previous\": \"17\", \"support\": 15, \"avg_response\": 2099.133333333333}, {\"previous\": \"16\", \"support\": 13, \"avg_response\": 2218.230769230769}, {\"previous\": \"19\", \"support\": 11, \"avg_response\": 1750.7272727272727}, {\"previous\": \"23\", \"support\": 8, \"avg_response\": 2858.875}, {\"previous\": \"20\", \"support\": 8, \"avg_response\": 452.625}, {\"previous\": \"18\", \"support\": 6, \"avg_response\": 637.0}, {\"previous\": \"22\", \"support\": 6, \"avg_response\": 501.8333333333333}, {\"previous\": \"24\", \"support\": 5, \"avg_response\": 995.8}, {\"previous\": \"27\", \"support\": 5, \"avg_response\": 885.0}], \"row_count_returned\": 25, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.75}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8e8c239118fe7266b80571a67bf73d8ce72731b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:12.052928+00:00", + "ended_at": "2026-05-04T08:57:12.089080+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_16eb49b1fb46d0f5", + "problem_id": "v2p_m8_fd4a86e8c13c1a0e", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=balance, key_col=previous.", + "bindings": { + "key_col": "previous", + "measure_col": "balance", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=22", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 22, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_16eb49b1fb46d0f5.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7f287a83d3d97618a42e1320eb79d59b8ce17ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9455, "bytes_utf8": 9455, "lines": 305, "estimated_tokens": 2623}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1071, "bytes_utf8": 1071, "lines": 1, "estimated_tokens": 329}, "usage": {"input_tokens": 22714, "cached_input_tokens": 21888, "output_tokens": 1073}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7f4a48c6e7be512dd232b5eb36d60808b8f05cf0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_17c4843a1defee5c", + "api_calls": 0, + "input_tokens": 22714, + "cached_input_tokens": 21888, + "output_tokens": 1073, + "total_tokens": 23787, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 329, + "estimated_total_tokens": 2952, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27834.03, + "sql_execution_elapsed_ms_total": 51.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_17c4843a1defee5c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9bf7717ddf3396ea850365c9599890650c5d167a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:40:57.842182+00:00", + "ended_at": "2026-05-04T08:41:25.675820+00:00", + "elapsed_ms": 27834.03, + "prompt_metrics": { + "chars": 9455, + "bytes_utf8": 9455, + "lines": 305, + "estimated_tokens": 2623 + }, + "stdout_metrics": { + "chars": 1528, + "bytes_utf8": 1528, + "lines": 4, + "estimated_tokens": 513 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13203 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1071, + "bytes_utf8": 1071, + "lines": 1, + "estimated_tokens": 329 + }, + "usage": { + "input_tokens": 22714, + "cached_input_tokens": 21888, + "output_tokens": 1073 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aeac0719b79a6e858eabd3c20c9e036c12c144fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=marital, measure_col=balance, condition_col=loan.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "marital", + "measure_col": "balance", + "condition_col": "loan", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcf50eed0a2738194a9ace7683c0d690827a81f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df225-d179-7221-ad50-57457913629b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"all_groups\\\" AS (\\n SELECT DISTINCT \\\"marital\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"marital\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"loan\\\" = 'yes'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"marital\\\",\\n \\\"balance_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"marital\\\"\\n ORDER BY \\\"balance_num\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"marital\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n g.\\\"marital\\\",\\n r.\\\"balance_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"all_groups\\\" AS g\\nLEFT JOIN \\\"ranked\\\" AS r\\n ON g.\\\"marital\\\" = r.\\\"marital\\\"\\n AND r.\\\"rn\\\" = ((9 * r.\\\"cnt\\\") / 10) + CASE WHEN (9 * r.\\\"cnt\\\") % 10 = 0 THEN 0 ELSE 1 END\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile equivalent within each \\\"marital\\\" group after filtering to rows where \\\"loan\\\" = 'yes'. \\\"balance\\\" is cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22714,"cached_input_tokens":21888,"output_tokens":1073}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e01dd23bd8117ceb1111923d28a6a7f94e0978ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"all_groups\" AS (\n SELECT DISTINCT \"marital\"\n FROM \"m8\"\n),\n\"filtered\" AS (\n SELECT\n \"marital\",\n CAST(\"balance\" AS REAL) AS \"balance_num\"\n FROM \"m8\"\n WHERE \"loan\" = 'yes'\n),\n\"ranked\" AS (\n SELECT\n \"marital\",\n \"balance_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"marital\"\n ORDER BY \"balance_num\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"marital\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n g.\"marital\",\n r.\"balance_num\" AS \"conditional_percentile\"\nFROM \"all_groups\" AS g\nLEFT JOIN \"ranked\" AS r\n ON g.\"marital\" = r.\"marital\"\n AND r.\"rn\" = ((9 * r.\"cnt\") / 10) + CASE WHEN (9 * r.\"cnt\") % 10 = 0 THEN 0 ELSE 1 END\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile equivalent within each \"marital\" group after filtering to rows where \"loan\" = 'yes'. \"balance\" is cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0282f62cc605ff836742bb9a14d0aca0383f8bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:40:58.034975Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:41:00.443404Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:41:24.920209Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bae60438773380fdfa4b521b434872add5c39dba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=marital, measure_col=balance, condition_col=loan. +Result preview: [{"marital": "married", "conditional_percentile": 2353.0}, {"marital": "divorced", "conditional_percentile": 1912.0}, {"marital": "single", "conditional_percentile": 1820.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fdcef790e914953e39d77e80f39aa3de8fcb7f61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/generated_sql.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_17c4843a1defee5c +-- problem_id: v2p_m8_227591c8f29d901d +-- realization_mode: agent +-- source_kind: agent +WITH "all_groups" AS ( + SELECT DISTINCT "marital" + FROM "m8" +), +"filtered" AS ( + SELECT + "marital", + CAST("balance" AS REAL) AS "balance_num" + FROM "m8" + WHERE "loan" = 'yes' +), +"ranked" AS ( + SELECT + "marital", + "balance_num", + ROW_NUMBER() OVER ( + PARTITION BY "marital" + ORDER BY "balance_num" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "marital" + ) AS "cnt" + FROM "filtered" +) +SELECT + g."marital", + r."balance_num" AS "conditional_percentile" +FROM "all_groups" AS g +LEFT JOIN "ranked" AS r + ON g."marital" = r."marital" + AND r."rn" = ((9 * r."cnt") / 10) + CASE WHEN (9 * r."cnt") % 10 = 0 THEN 0 ELSE 1 END +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5eaf0b7c50420a36190914938813878b060e14a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"all_groups\" AS (\n SELECT DISTINCT \"marital\"\n FROM \"m8\"\n),\n\"filtered\" AS (\n SELECT\n \"marital\",\n CAST(\"balance\" AS REAL) AS \"balance_num\"\n FROM \"m8\"\n WHERE \"loan\" = 'yes'\n),\n\"ranked\" AS (\n SELECT\n \"marital\",\n \"balance_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"marital\"\n ORDER BY \"balance_num\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"marital\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n g.\"marital\",\n r.\"balance_num\" AS \"conditional_percentile\"\nFROM \"all_groups\" AS g\nLEFT JOIN \"ranked\" AS r\n ON g.\"marital\" = r.\"marital\"\n AND r.\"rn\" = ((9 * r.\"cnt\") / 10) + CASE WHEN (9 * r.\"cnt\") % 10 = 0 THEN 0 ELSE 1 END\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"all_groups\\\" AS (\\n SELECT DISTINCT \\\"marital\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"marital\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"loan\\\" = 'yes'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"marital\\\",\\n \\\"balance_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"marital\\\"\\n ORDER BY \\\"balance_num\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"marital\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n g.\\\"marital\\\",\\n r.\\\"balance_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"all_groups\\\" AS g\\nLEFT JOIN \\\"ranked\\\" AS r\\n ON g.\\\"marital\\\" = r.\\\"marital\\\"\\n AND r.\\\"rn\\\" = ((9 * r.\\\"cnt\\\") / 10) + CASE WHEN (9 * r.\\\"cnt\\\") % 10 = 0 THEN 0 ELSE 1 END\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"marital\", \"conditional_percentile\"], \"rows\": [{\"marital\": \"married\", \"conditional_percentile\": 2353.0}, {\"marital\": \"divorced\", \"conditional_percentile\": 1912.0}, {\"marital\": \"single\", \"conditional_percentile\": 1820.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 51.92}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e778eebb5c8ed2a620213cb268829136bea763bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:40:57.825191+00:00", + "ended_at": "2026-05-04T08:41:25.754379+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_17c4843a1defee5c", + "problem_id": "v2p_m8_227591c8f29d901d", + "dataset_id": "m8", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=marital, measure_col=balance, condition_col=loan.", + "bindings": { + "group_col": "marital", + "measure_col": "balance", + "condition_col": "loan", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=92" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_17c4843a1defee5c.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_17c4843a1defee5c", + "api_calls": 0, + "input_tokens": 22714, + "cached_input_tokens": 21888, + "output_tokens": 1073, + "total_tokens": 23787, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 329, + "estimated_total_tokens": 2952, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27834.03, + "sql_execution_elapsed_ms_total": 51.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_17c4843a1defee5c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea7fea153c9199680e8449a7ee596149316b6a9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_17c4843a1defee5c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:41:25.694844+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 27834.03, "started_at": "2026-05-04T08:40:57.842182+00:00", "ended_at": "2026-05-04T08:41:25.675820+00:00", "prompt_metrics": {"chars": 9455, "bytes_utf8": 9455, "lines": 305, "estimated_tokens": 2623}, "response_metrics": {"chars": 1071, "bytes_utf8": 1071, "lines": 1, "estimated_tokens": 329}, "usage": {"input_tokens": 22714, "cached_input_tokens": 21888, "output_tokens": 1073}, "stderr_preview": "2026-05-04T08:40:58.034975Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:41:00.443404Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=education, group_col_2=loan, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "education", + "group_col_2": "loan", + "target_col": "y", + "target_value": "yes", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bb790b4d8c5253b6944d1d82a1014ca1fcad974 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-09fb-7571-9c95-3a315f82d5b4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"loan\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"loan\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=education, group_col_2=loan, and target_col=y, treating target_value as 'yes'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22699,"cached_input_tokens":21888,"output_tokens":122}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9756d5c4a77e43acb58e8dc32b01a7a72577b9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"loan\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"education\", \"loan\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=education, group_col_2=loan, and target_col=y, treating target_value as 'yes'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52d1654acb94eb93cd08a19d3b4a482697f0d215 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:27.305479Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:29.675012Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:38.765047Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2097ac370a535305bedbf98496ccfbfb36d7932 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=education, group_col_2=loan, target_col=y. +Result preview: [{"education": "tertiary", "loan": "no", "target_rate": 0.1619345315620387}, {"education": "unknown", "loan": "no", "target_rate": 0.14095127610208816}, {"education": "secondary", "loan": "no", "target_rate": 0.11408011005873327}, {"education": "primary", "loan": "no", "target_rate": 0.09284365882958641}, {"education": "tertiary", "loan": "yes", "target_rate": 0.0734304932735426}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f1ebe6d7ca1f1eb92964aa80721ea5315587293 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_1cb020d863916d4d +-- problem_id: v2p_m8_4d9d611f9f05a497 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "loan", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "education", "loan" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6665815fe5d3e8894bc655db70de245af39449aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"loan\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"education\", \"loan\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"loan\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"loan\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"education\", \"loan\", \"target_rate\"], \"rows\": [{\"education\": \"tertiary\", \"loan\": \"no\", \"target_rate\": 0.1619345315620387}, {\"education\": \"unknown\", \"loan\": \"no\", \"target_rate\": 0.14095127610208816}, {\"education\": \"secondary\", \"loan\": \"no\", \"target_rate\": 0.11408011005873327}, {\"education\": \"primary\", \"loan\": \"no\", \"target_rate\": 0.09284365882958641}, {\"education\": \"tertiary\", \"loan\": \"yes\", \"target_rate\": 0.0734304932735426}, {\"education\": \"secondary\", \"loan\": \"yes\", \"target_rate\": 0.06832442481989309}, {\"education\": \"unknown\", \"loan\": \"yes\", \"target_rate\": 0.06766917293233082}, {\"education\": \"primary\", \"loan\": \"yes\", \"target_rate\": 0.048828125}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 59.55}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..356eaef26d233562ce440636592ef9478075ad32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:20:27.123176+00:00", + "ended_at": "2026-05-04T08:20:39.744370+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_1cb020d863916d4d", + "problem_id": "v2p_m8_4d9d611f9f05a497", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=education, group_col_2=loan, target_col=y.", + "bindings": { + "group_col": "education", + "group_col_2": "loan", + "target_col": "y", + "target_value": "yes", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_1cb020d863916d4d.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_1cb020d863916d4d", + "api_calls": 0, + "input_tokens": 22699, + "cached_input_tokens": 21888, + "output_tokens": 122, + "total_tokens": 22821, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2608, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2716, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12526.6, + "sql_execution_elapsed_ms_total": 59.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_1cb020d863916d4d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..128b5dfadbd707ec6efebcb7e5468352d805a983 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1cb020d863916d4d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:39.676315+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12526.6, "started_at": "2026-05-04T08:20:27.131786+00:00", "ended_at": "2026-05-04T08:20:39.658703+00:00", "prompt_metrics": {"chars": 9234, "bytes_utf8": 9234, "lines": 303, "estimated_tokens": 2608}, "response_metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22699, "cached_input_tokens": 21888, "output_tokens": 122}, "stderr_preview": "2026-05-04T08:20:27.305479Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:29.675012Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=campaign, measure_col=day.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "campaign", + "measure_col": "day", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1300f10808d766d37c886316e62ce5c2ceaf0922 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df229-5088-73d0-9cf1-4c82bb594c8f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"campaign\\\"\\n ORDER BY CAST(\\\"day\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"campaign\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"campaign\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n \\\"day_value\\\",\\n \\\"cnt\\\",\\n CAST(0.95 * \\\"cnt\\\" AS INTEGER) + CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"p95_rank\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"campaign\\\",\\n \\\"day_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rank\\\"\\nWHERE \\\"rn\\\" = \\\"p95_rank\\\"\\n AND \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"campaign\\\";\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 95th percentile of \\\"day\\\" within each \\\"campaign\\\" group, with numeric casting because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":21888,"output_tokens":661}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..731ef2c47fbe37ffcaa0b8332460b6f9688c39ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"campaign\",\n CAST(\"day\" AS REAL) AS \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"campaign\"\n ORDER BY CAST(\"day\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"campaign\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"campaign\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"campaign\",\n \"day_value\",\n \"cnt\",\n CAST(0.95 * \"cnt\" AS INTEGER) + CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"p95_rank\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"campaign\",\n \"day_value\" AS \"percentile_measure\"\nFROM \"target_rank\"\nWHERE \"rn\" = \"p95_rank\"\n AND \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC, \"campaign\";","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 95th percentile of \"day\" within each \"campaign\" group, with numeric casting because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1b0b92c46fb3e574b09279c1af9e7581ed4c54a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:44:47.188091Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:44:49.535674Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:45:09.629673Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..baf9d51eb72e9ac33e011369bc8d00052abf3506 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=campaign, measure_col=day. +Result preview: [{"campaign": "13", "percentile_measure": 31.0}, {"campaign": "14", "percentile_measure": 31.0}, {"campaign": "15", "percentile_measure": 31.0}, {"campaign": "16", "percentile_measure": 31.0}, {"campaign": "17", "percentile_measure": 31.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f4642ac7551c637ed5e221468be68f5235c49ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/generated_sql.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_1d86cc84e90a54bd +-- problem_id: v2p_m8_2b5caada3f13a1df +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "campaign", + CAST("day" AS REAL) AS "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "campaign" + ORDER BY CAST("day" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "campaign" + ) AS "cnt" + FROM "m8" + WHERE "campaign" IS NOT NULL + AND "day" IS NOT NULL +), +"target_rank" AS ( + SELECT + "campaign", + "day_value", + "cnt", + CAST(0.95 * "cnt" AS INTEGER) + CASE + WHEN 0.95 * "cnt" > CAST(0.95 * "cnt" AS INTEGER) THEN 1 + ELSE 0 + END AS "p95_rank", + "rn" + FROM "ranked" +) +SELECT + "campaign", + "day_value" AS "percentile_measure" +FROM "target_rank" +WHERE "rn" = "p95_rank" + AND "cnt" >= 5 +ORDER BY "percentile_measure" DESC, "campaign"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71845c33322e6f4679d159cc7340c2177c7ee7f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"campaign\",\n CAST(\"day\" AS REAL) AS \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"campaign\"\n ORDER BY CAST(\"day\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"campaign\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"campaign\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"campaign\",\n \"day_value\",\n \"cnt\",\n CAST(0.95 * \"cnt\" AS INTEGER) + CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"p95_rank\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"campaign\",\n \"day_value\" AS \"percentile_measure\"\nFROM \"target_rank\"\nWHERE \"rn\" = \"p95_rank\"\n AND \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC, \"campaign\";", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"campaign\\\"\\n ORDER BY CAST(\\\"day\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"campaign\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"campaign\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n \\\"day_value\\\",\\n \\\"cnt\\\",\\n CAST(0.95 * \\\"cnt\\\" AS INTEGER) + CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"p95_rank\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"campaign\\\",\\n \\\"day_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rank\\\"\\nWHERE \\\"rn\\\" = \\\"p95_rank\\\"\\n AND \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"campaign\\\";\", \"columns\": [\"campaign\", \"percentile_measure\"], \"rows\": [{\"campaign\": \"13\", \"percentile_measure\": 31.0}, {\"campaign\": \"14\", \"percentile_measure\": 31.0}, {\"campaign\": \"15\", \"percentile_measure\": 31.0}, {\"campaign\": \"16\", \"percentile_measure\": 31.0}, {\"campaign\": \"17\", \"percentile_measure\": 31.0}, {\"campaign\": \"18\", \"percentile_measure\": 31.0}, {\"campaign\": \"19\", \"percentile_measure\": 31.0}, {\"campaign\": \"20\", \"percentile_measure\": 31.0}, {\"campaign\": \"21\", \"percentile_measure\": 31.0}, {\"campaign\": \"22\", \"percentile_measure\": 31.0}, {\"campaign\": \"23\", \"percentile_measure\": 31.0}, {\"campaign\": \"24\", \"percentile_measure\": 31.0}, {\"campaign\": \"25\", \"percentile_measure\": 31.0}, {\"campaign\": \"26\", \"percentile_measure\": 31.0}, {\"campaign\": \"27\", \"percentile_measure\": 31.0}, {\"campaign\": \"28\", \"percentile_measure\": 31.0}, {\"campaign\": \"29\", \"percentile_measure\": 31.0}, {\"campaign\": \"30\", \"percentile_measure\": 31.0}, {\"campaign\": \"31\", \"percentile_measure\": 31.0}, {\"campaign\": \"32\", \"percentile_measure\": 31.0}, {\"campaign\": \"33\", \"percentile_measure\": 31.0}, {\"campaign\": \"34\", \"percentile_measure\": 31.0}, {\"campaign\": \"10\", \"percentile_measure\": 30.0}, {\"campaign\": \"11\", \"percentile_measure\": 30.0}, {\"campaign\": \"12\", \"percentile_measure\": 30.0}, {\"campaign\": \"3\", \"percentile_measure\": 30.0}, {\"campaign\": \"4\", \"percentile_measure\": 30.0}, {\"campaign\": \"5\", \"percentile_measure\": 30.0}, {\"campaign\": \"6\", \"percentile_measure\": 30.0}, {\"campaign\": \"7\", \"percentile_measure\": 30.0}, {\"campaign\": \"8\", \"percentile_measure\": 30.0}, {\"campaign\": \"9\", \"percentile_measure\": 30.0}, {\"campaign\": \"1\", \"percentile_measure\": 29.0}, {\"campaign\": \"2\", \"percentile_measure\": 29.0}], \"row_count_returned\": 34, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 161.69}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..286d9b657c13e735ff4d67db768f9716d8ececb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:44:46.925861+00:00", + "ended_at": "2026-05-04T08:45:10.614935+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_1d86cc84e90a54bd", + "problem_id": "v2p_m8_2b5caada3f13a1df", + "dataset_id": "m8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=campaign, measure_col=day.", + "bindings": { + "group_col": "campaign", + "measure_col": "day", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_1d86cc84e90a54bd.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_1d86cc84e90a54bd", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 661, + "total_tokens": 23299, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 332, + "estimated_total_tokens": 2879, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23492.28, + "sql_execution_elapsed_ms_total": 161.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_1d86cc84e90a54bd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3d1b3c954df8a775101602d5cb65bf955cd70fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:45:10.442592+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23492.28, "started_at": "2026-05-04T08:44:46.934510+00:00", "ended_at": "2026-05-04T08:45:10.426940+00:00", "prompt_metrics": {"chars": 9129, "bytes_utf8": 9129, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 1120, "bytes_utf8": 1120, "lines": 1, "estimated_tokens": 332}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 661}, "stderr_preview": "2026-05-04T08:44:47.188091Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:44:49.535674Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"p95_rank\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"campaign\\\",\\n \\\"day_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rank\\\"\\nWHERE \\\"rn\\\" = \\\"p95_rank\\\"\\n AND \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"campaign\\\";\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 95t"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5d3ca9d8d5fd6761ee17094975cae0c9d3a98735 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1d86cc84e90a54bd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_1d86cc84e90a54bd", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 661, + "total_tokens": 23299, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 332, + "estimated_total_tokens": 2879, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23492.28, + "sql_execution_elapsed_ms_total": 161.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_1d86cc84e90a54bd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1de98a0254a64e85/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1de98a0254a64e85/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4892f3fe1de3f2751e55238727e2513253bf5d82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1de98a0254a64e85/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"balance": "0", "support": 3514, "avg_response": 16.32185543540125}, {"balance": "1", "support": 195, "avg_response": 15.507692307692308}, {"balance": "2", "support": 156, "avg_response": 15.474358974358974}, {"balance": "4", "support": 139, "avg_response": 15.827338129496402}, {"balance": "3", "support": 134, "avg_response": 15.23134328358209}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1de98a0254a64e85/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1de98a0254a64e85/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f8cc64253be71eaed3624ef9b87edfeef6446049 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1de98a0254a64e85/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_1de98a0254a64e85 +-- problem_id: v2p_m8_bd731c3ee0dc0015 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "balance", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "m8" +GROUP BY "balance" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1de98a0254a64e85/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1de98a0254a64e85/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..54081f3358d8e32a13a03671f2777b1f68922588 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1de98a0254a64e85/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_1de98a0254a64e85\n-- problem_id: v2p_m8_bd731c3ee0dc0015\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"balance\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"m8\"\nGROUP BY \"balance\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_1de98a0254a64e85\\n-- problem_id: v2p_m8_bd731c3ee0dc0015\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"balance\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"balance\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"balance\", \"support\", \"avg_response\"], \"rows\": [{\"balance\": \"0\", \"support\": 3514, \"avg_response\": 16.32185543540125}, {\"balance\": \"1\", \"support\": 195, \"avg_response\": 15.507692307692308}, {\"balance\": \"2\", \"support\": 156, \"avg_response\": 15.474358974358974}, {\"balance\": \"4\", \"support\": 139, \"avg_response\": 15.827338129496402}, {\"balance\": \"3\", \"support\": 134, \"avg_response\": 15.23134328358209}, {\"balance\": \"5\", \"support\": 113, \"avg_response\": 16.504424778761063}, {\"balance\": \"6\", \"support\": 88, \"avg_response\": 15.670454545454545}, {\"balance\": \"8\", \"support\": 81, \"avg_response\": 16.691358024691358}, {\"balance\": \"23\", \"support\": 75, \"avg_response\": 17.2}, {\"balance\": \"7\", \"support\": 69, \"avg_response\": 17.08695652173913}, {\"balance\": \"10\", \"support\": 69, \"avg_response\": 15.231884057971014}, {\"balance\": \"11\", \"support\": 65, \"avg_response\": 16.4}, {\"balance\": \"25\", \"support\": 63, \"avg_response\": 14.714285714285714}, {\"balance\": \"20\", \"support\": 62, \"avg_response\": 15.0}, {\"balance\": \"19\", \"support\": 60, \"avg_response\": 15.616666666666667}, {\"balance\": \"49\", \"support\": 59, \"avg_response\": 16.83050847457627}, {\"balance\": \"15\", \"support\": 59, \"avg_response\": 16.1864406779661}, {\"balance\": \"21\", \"support\": 59, \"avg_response\": 15.711864406779661}, {\"balance\": \"47\", \"support\": 59, \"avg_response\": 15.033898305084746}, {\"balance\": \"33\", \"support\": 58, \"avg_response\": 16.896551724137932}, {\"balance\": \"13\", \"support\": 57, \"avg_response\": 15.070175438596491}, {\"balance\": \"16\", \"support\": 56, \"avg_response\": 15.803571428571429}, {\"balance\": \"53\", \"support\": 56, \"avg_response\": 15.303571428571429}, {\"balance\": \"24\", \"support\": 55, \"avg_response\": 16.945454545454545}, {\"balance\": \"79\", \"support\": 55, \"avg_response\": 15.945454545454545}, {\"balance\": \"9\", \"support\": 54, \"avg_response\": 16.555555555555557}, {\"balance\": \"91\", \"support\": 54, \"avg_response\": 15.981481481481481}, {\"balance\": \"145\", \"support\": 54, \"avg_response\": 14.75925925925926}, {\"balance\": \"46\", \"support\": 54, \"avg_response\": 14.092592592592593}, {\"balance\": \"18\", \"support\": 53, \"avg_response\": 17.69811320754717}, {\"balance\": \"14\", \"support\": 53, \"avg_response\": 16.18867924528302}, {\"balance\": \"94\", \"support\": 52, \"avg_response\": 16.903846153846153}, {\"balance\": \"12\", \"support\": 52, \"avg_response\": 16.865384615384617}, {\"balance\": \"31\", \"support\": 52, \"avg_response\": 16.192307692307693}, {\"balance\": \"96\", \"support\": 52, \"avg_response\": 16.057692307692307}, {\"balance\": \"61\", \"support\": 52, \"avg_response\": 15.423076923076923}, {\"balance\": \"99\", \"support\": 51, \"avg_response\": 16.666666666666668}, {\"balance\": \"17\", \"support\": 51, \"avg_response\": 15.96078431372549}, {\"balance\": \"223\", \"support\": 51, \"avg_response\": 14.431372549019608}, {\"balance\": \"36\", \"support\": 50, \"avg_response\": 17.84}, {\"balance\": \"35\", \"support\": 50, \"avg_response\": 17.26}, {\"balance\": \"-1\", \"support\": 50, \"avg_response\": 16.46}, {\"balance\": \"105\", \"support\": 50, \"avg_response\": 16.32}, {\"balance\": \"26\", \"support\": 50, \"avg_response\": 15.64}, {\"balance\": \"43\", \"support\": 50, \"avg_response\": 15.38}, {\"balance\": \"28\", \"support\": 50, \"avg_response\": 15.16}, {\"balance\": \"66\", \"support\": 49, \"avg_response\": 13.959183673469388}, {\"balance\": \"71\", \"support\": 48, \"avg_response\": 16.270833333333332}, {\"balance\": \"50\", \"support\": 48, \"avg_response\": 16.020833333333332}, {\"balance\": \"54\", \"support\": 48, \"avg_response\": 15.895833333333334}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 53.52}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1de98a0254a64e85/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1de98a0254a64e85/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3dc7b6b060448a8992ca54735bc5e9abc97621e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1de98a0254a64e85/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.377443+00:00", + "ended_at": "2026-05-04T08:57:11.435252+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_1de98a0254a64e85", + "problem_id": "v2p_m8_bd731c3ee0dc0015", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=day, key_col=balance.", + "bindings": { + "key_col": "balance", + "measure_col": "day", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_1de98a0254a64e85.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1de98a0254a64e85/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1de98a0254a64e85/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1de98a0254a64e85/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a92e215d132bf253fb16e55b8e572fb510c8ad0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9119, "bytes_utf8": 9119, "lines": 300, "estimated_tokens": 2555}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22644, "cached_input_tokens": 21888, "output_tokens": 210}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d20ba020aac3e32920e67014f79342e34d6ff7f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_1e683b77b9b466fc", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 21888, + "output_tokens": 210, + "total_tokens": 22854, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2665, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12067.21, + "sql_execution_elapsed_ms_total": 26.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_1e683b77b9b466fc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..70d5140f064d09ae88268e77763933c0b44c5f54 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:52:57.352974+00:00", + "ended_at": "2026-05-04T08:53:09.420050+00:00", + "elapsed_ms": 12067.21, + "prompt_metrics": { + "chars": 9119, + "bytes_utf8": 9119, + "lines": 300, + "estimated_tokens": 2555 + }, + "stdout_metrics": { + "chars": 731, + "bytes_utf8": 731, + "lines": 4, + "estimated_tokens": 222 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13171 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 397, + "bytes_utf8": 397, + "lines": 1, + "estimated_tokens": 110 + }, + "usage": { + "input_tokens": 22644, + "cached_input_tokens": 21888, + "output_tokens": 210 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee1f020b4bb4e4ddc74bcab8098d7dbf831e43bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=default, measure_col=pdays.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "default", + "measure_col": "pdays", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..83c996ec029d437965ee21ac334a355b788a33e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df230-cc47-76d1-8faf-157117ea8e7b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"default\\\", SUM(CAST(\\\"pdays\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\"\\nHAVING SUM(CAST(\\\"pdays\\\" AS REAL)) > -1.0\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the required template with group_col=\\\"default\\\" and measure_col=\\\"pdays\\\". CAST was added because the schema stores \\\"pdays\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22644,"cached_input_tokens":21888,"output_tokens":210}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6495be4d73cf7be2725c312463051486db3a8ab9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"default\", SUM(CAST(\"pdays\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"default\"\nHAVING SUM(CAST(\"pdays\" AS REAL)) > -1.0\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Used the required template with group_col=\"default\" and measure_col=\"pdays\". CAST was added because the schema stores \"pdays\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e972ff5101be6aacb84c1b3a32077d7cfb0fd0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:52:57.596128Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:53:00.004464Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:53:08.657976Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..28b334be3b660290774bf258d3812b62f8c88a88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=default, measure_col=pdays. +Result preview: [{"default": "no", "total_measure": 1802679.0}, {"default": "yes", "total_measure": 14705.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..02bf9086f67d92e5dc2eba7cd0aef9fa7dbfa3a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_1e683b77b9b466fc +-- problem_id: v2p_m8_dbd87277fe3d4e38 +-- realization_mode: agent +-- source_kind: agent +SELECT "default", SUM(CAST("pdays" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "default" +HAVING SUM(CAST("pdays" AS REAL)) > -1.0 +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7abdbca8754a87eac163b213d0f27ab50f475e46 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"default\", SUM(CAST(\"pdays\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"default\"\nHAVING SUM(CAST(\"pdays\" AS REAL)) > -1.0\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"default\\\", SUM(CAST(\\\"pdays\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\"\\nHAVING SUM(CAST(\\\"pdays\\\" AS REAL)) > -1.0\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"default\", \"total_measure\"], \"rows\": [{\"default\": \"no\", \"total_measure\": 1802679.0}, {\"default\": \"yes\", \"total_measure\": 14705.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.78}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b85447083a3016ed935102d0810d7661cef86120 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:52:57.344770+00:00", + "ended_at": "2026-05-04T08:53:09.474244+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_1e683b77b9b466fc", + "problem_id": "v2p_m8_dbd87277fe3d4e38", + "dataset_id": "m8", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=default, measure_col=pdays.", + "bindings": { + "group_col": "default", + "measure_col": "pdays", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=124" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_1e683b77b9b466fc.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_1e683b77b9b466fc", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 21888, + "output_tokens": 210, + "total_tokens": 22854, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2665, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12067.21, + "sql_execution_elapsed_ms_total": 26.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_1e683b77b9b466fc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..167cb037fed9a8380ff7faced2bd051871cab421 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:53:09.439010+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12067.21, "started_at": "2026-05-04T08:52:57.352974+00:00", "ended_at": "2026-05-04T08:53:09.420050+00:00", "prompt_metrics": {"chars": 9119, "bytes_utf8": 9119, "lines": 300, "estimated_tokens": 2555}, "response_metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22644, "cached_input_tokens": 21888, "output_tokens": 210}, "stderr_preview": "2026-05-04T08:52:57.596128Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:53:00.004464Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n -1.0\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the required template with group_col=\\\"default\\\" and measure_col=\\\"pdays\\\". CAST was added because the schema stores \\\"pdays\\\" as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d86ff9a9d38918af4963fd5587471d0077e0763b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_1e683b77b9b466fc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_1e683b77b9b466fc", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 21888, + "output_tokens": 210, + "total_tokens": 22854, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2665, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12067.21, + "sql_execution_elapsed_ms_total": 26.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_1e683b77b9b466fc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2b5ea3b2e323ac3c1d2787115bac2f0ef117988 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9473, "bytes_utf8": 9473, "lines": 305, "estimated_tokens": 2627}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 923, "bytes_utf8": 923, "lines": 1, "estimated_tokens": 269}, "usage": {"input_tokens": 22718, "cached_input_tokens": 21888, "output_tokens": 372}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f466385fd5102944a989568aaeda1b3ee0dd4c46 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2074f09936d57c4b", + "api_calls": 0, + "input_tokens": 22718, + "cached_input_tokens": 21888, + "output_tokens": 372, + "total_tokens": 23090, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2627, + "estimated_output_tokens": 269, + "estimated_total_tokens": 2896, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23594.48, + "sql_execution_elapsed_ms_total": 113.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_2074f09936d57c4b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b5fb5c837c84d98e27c84759a946bc55211c280c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:37:23.622000+00:00", + "ended_at": "2026-05-04T08:37:47.216173+00:00", + "elapsed_ms": 23594.48, + "prompt_metrics": { + "chars": 9473, + "bytes_utf8": 9473, + "lines": 305, + "estimated_tokens": 2627 + }, + "stdout_metrics": { + "chars": 1349, + "bytes_utf8": 1349, + "lines": 4, + "estimated_tokens": 435 + }, + "stderr_metrics": { + "chars": 23765, + "bytes_utf8": 23767, + "lines": 59, + "estimated_tokens": 13375 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 923, + "bytes_utf8": 923, + "lines": 1, + "estimated_tokens": 269 + }, + "usage": { + "input_tokens": 22718, + "cached_input_tokens": 21888, + "output_tokens": 372 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..558be7ca5c7c71bd6574efa9c429ef9507f45803 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=poutcome, measure_col=campaign, condition_col=marital.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "poutcome", + "measure_col": "campaign", + "condition_col": "marital", + "condition_value": "married", + "positive_value": "married", + "negative_value": "single", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..77cabc8acbc7e476cc89789289a3bc27bea19a27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df222-8cc3-7d11-9748-c3a45c2853e1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"poutcome\\\",\\n CAST(\\\"campaign\\\" AS REAL) AS \\\"campaign_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"marital\\\" = 'married'\\n AND \\\"campaign\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"poutcome\\\",\\n \\\"campaign_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"poutcome\\\" ORDER BY \\\"campaign_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"poutcome\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"poutcome\\\",\\n MIN(\\\"campaign_value\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST(0.95 * \\\"cnt\\\" + 0.999999 AS INTEGER)\\nGROUP BY \\\"poutcome\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per \\\"poutcome\\\" for rows where \\\"marital\\\" = 'married', casting \\\"campaign\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22718,"cached_input_tokens":21888,"output_tokens":372}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..46883a67b9d7e64462e121e2462d42109bbf6572 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"poutcome\",\n CAST(\"campaign\" AS REAL) AS \"campaign_value\"\n FROM \"m8\"\n WHERE \"marital\" = 'married'\n AND \"campaign\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"poutcome\",\n \"campaign_value\",\n ROW_NUMBER() OVER (PARTITION BY \"poutcome\" ORDER BY \"campaign_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"poutcome\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"poutcome\",\n MIN(\"campaign_value\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(0.95 * \"cnt\" + 0.999999 AS INTEGER)\nGROUP BY \"poutcome\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per \"poutcome\" for rows where \"marital\" = 'married', casting \"campaign\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd4b6a15e471afdc34b1b4505892eb44abaae1d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,59 @@ +2026-05-04T08:37:23.858385Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:37:26.369921Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:37:38.441601Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:37:43.803643Z WARN sqlx::query: slow statement: execution time exceeded alert threshold summary="PRAGMA auto_vacuum = INCREMENTAL; …" db.statement="\n\nPRAGMA auto_vacuum = INCREMENTAL; PRAGMA journal_mode = WAL; PRAGMA foreign_keys = ON; PRAGMA synchronous = NORMAL; \n" rows_affected=0 rows_returned=1 elapsed=5.4684316s elapsed_secs=5.4684316 slow_threshold=1s +2026-05-04T08:37:43.803757Z WARN sqlx::pool::acquire: acquired connection, but time to acquire exceeded slow threshold aquired_after_secs=5.755193 slow_acquire_threshold_secs=2.0 diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb4dbb05a146cbf166b0326d682e03fa74985368 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=poutcome, measure_col=campaign, condition_col=marital. +Result preview: [{"poutcome": "unknown", "conditional_percentile": 8.0}, {"poutcome": "other", "conditional_percentile": 6.0}, {"poutcome": "failure", "conditional_percentile": 5.0}, {"poutcome": "success", "conditional_percentile": 4.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1804c64c9d86fac7dac821c7a27d28390990a52e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_2074f09936d57c4b +-- problem_id: v2p_m8_8e5f46b1a63dd3f7 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "poutcome", + CAST("campaign" AS REAL) AS "campaign_value" + FROM "m8" + WHERE "marital" = 'married' + AND "campaign" IS NOT NULL +), "ranked" AS ( + SELECT + "poutcome", + "campaign_value", + ROW_NUMBER() OVER (PARTITION BY "poutcome" ORDER BY "campaign_value") AS "rn", + COUNT(*) OVER (PARTITION BY "poutcome") AS "cnt" + FROM "filtered" +) +SELECT + "poutcome", + MIN("campaign_value") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST(0.95 * "cnt" + 0.999999 AS INTEGER) +GROUP BY "poutcome" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea16dd1a0a6a2eafae85b0c2e4146150374461c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"poutcome\",\n CAST(\"campaign\" AS REAL) AS \"campaign_value\"\n FROM \"m8\"\n WHERE \"marital\" = 'married'\n AND \"campaign\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"poutcome\",\n \"campaign_value\",\n ROW_NUMBER() OVER (PARTITION BY \"poutcome\" ORDER BY \"campaign_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"poutcome\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"poutcome\",\n MIN(\"campaign_value\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(0.95 * \"cnt\" + 0.999999 AS INTEGER)\nGROUP BY \"poutcome\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"poutcome\\\",\\n CAST(\\\"campaign\\\" AS REAL) AS \\\"campaign_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"marital\\\" = 'married'\\n AND \\\"campaign\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"poutcome\\\",\\n \\\"campaign_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"poutcome\\\" ORDER BY \\\"campaign_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"poutcome\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"poutcome\\\",\\n MIN(\\\"campaign_value\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST(0.95 * \\\"cnt\\\" + 0.999999 AS INTEGER)\\nGROUP BY \\\"poutcome\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"poutcome\", \"conditional_percentile\"], \"rows\": [{\"poutcome\": \"unknown\", \"conditional_percentile\": 8.0}, {\"poutcome\": \"other\", \"conditional_percentile\": 6.0}, {\"poutcome\": \"failure\", \"conditional_percentile\": 5.0}, {\"poutcome\": \"success\", \"conditional_percentile\": 4.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 113.01}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2b1ead6d7ec3c9ccc5762dabd728bda32db41241 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:37:23.613059+00:00", + "ended_at": "2026-05-04T08:37:47.355704+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_2074f09936d57c4b", + "problem_id": "v2p_m8_8e5f46b1a63dd3f7", + "dataset_id": "m8", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=poutcome, measure_col=campaign, condition_col=marital.", + "bindings": { + "group_col": "poutcome", + "measure_col": "campaign", + "condition_col": "marital", + "condition_value": "married", + "positive_value": "married", + "negative_value": "single", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_2074f09936d57c4b.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2074f09936d57c4b", + "api_calls": 0, + "input_tokens": 22718, + "cached_input_tokens": 21888, + "output_tokens": 372, + "total_tokens": 23090, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2627, + "estimated_output_tokens": 269, + "estimated_total_tokens": 2896, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23594.48, + "sql_execution_elapsed_ms_total": 113.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_2074f09936d57c4b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b43c48c3836fb5cee680a9586c86e0bf51edc60e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:37:47.234944+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23594.48, "started_at": "2026-05-04T08:37:23.622000+00:00", "ended_at": "2026-05-04T08:37:47.216173+00:00", "prompt_metrics": {"chars": 9473, "bytes_utf8": 9473, "lines": 305, "estimated_tokens": 2627}, "response_metrics": {"chars": 923, "bytes_utf8": 923, "lines": 1, "estimated_tokens": 269}, "usage": {"input_tokens": 22718, "cached_input_tokens": 21888, "output_tokens": 372}, "stderr_preview": "2026-05-04T08:37:23.858385Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:37:26.369921Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(0.95 * \\\"cnt\\\" + 0.999999 AS INTEGER)\\nGROUP BY \\\"poutcome\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per \\\"poutcome\\\" for rows where \\\"marital\\\" = 'married', casting \\\"campaign\\\" from TEXT to REAL.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..98d8aab310194c7ad9dcdcd26fd87c98f850efcd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2074f09936d57c4b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2074f09936d57c4b", + "api_calls": 0, + "input_tokens": 22718, + "cached_input_tokens": 21888, + "output_tokens": 372, + "total_tokens": 23090, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2627, + "estimated_output_tokens": 269, + "estimated_total_tokens": 2896, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23594.48, + "sql_execution_elapsed_ms_total": 113.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_2074f09936d57c4b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c230dc42e94b0519df1343b68f146bb6b55a8f77 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9359, "bytes_utf8": 9359, "lines": 302, "estimated_tokens": 2627}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 553, "bytes_utf8": 553, "lines": 1, "estimated_tokens": 149}, "usage": {"input_tokens": 22718, "cached_input_tokens": 21888, "output_tokens": 203}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8529ba5b6a1e6d6cf76adcbf4b16d3c5c9887f14 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_20bafd53166d11bd", + "api_calls": 0, + "input_tokens": 22718, + "cached_input_tokens": 21888, + "output_tokens": 203, + "total_tokens": 22921, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2627, + "estimated_output_tokens": 149, + "estimated_total_tokens": 2776, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15353.15, + "sql_execution_elapsed_ms_total": 49.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_20bafd53166d11bd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1882fa9cac1a2fb41239049d864f403f9aeca6fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:33:09.045562+00:00", + "ended_at": "2026-05-04T08:33:24.398700+00:00", + "elapsed_ms": 15353.15, + "prompt_metrics": { + "chars": 9359, + "bytes_utf8": 9359, + "lines": 302, + "estimated_tokens": 2627 + }, + "stdout_metrics": { + "chars": 907, + "bytes_utf8": 907, + "lines": 4, + "estimated_tokens": 271 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13200 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 553, + "bytes_utf8": 553, + "lines": 1, + "estimated_tokens": 149 + }, + "usage": { + "input_tokens": 22718, + "cached_input_tokens": 21888, + "output_tokens": 203 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..024cb5e8b102c0fc3ee7819317b5bd4aff846d29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=contact, measure_col=pdays.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "contact", + "measure_col": "pdays", + "item_col": "previous", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b405be833ceafa7c5fc456b9c9416f6206545a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-aa46-7213-b948-5d4ef298e226"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"contact\\\", \\\"previous\\\",\\n SUM(CAST(\\\"pdays\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"pdays\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"pdays\\\" AS REAL))) OVER (PARTITION BY \\\"contact\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"contact\\\", \\\"previous\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the planned template with group_col=\\\"contact\\\", item_col=\\\"previous\\\", and measure_col=\\\"pdays\\\". Cast \\\"pdays\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22718,"cached_input_tokens":21888,"output_tokens":203}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4871eb69ca8a36db14051971278b57977c1ae33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"contact\", \"previous\",\n SUM(CAST(\"pdays\" AS REAL)) AS total_measure,\n SUM(CAST(\"pdays\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"pdays\" AS REAL))) OVER (PARTITION BY \"contact\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"contact\", \"previous\"\nORDER BY share_within_group DESC;","notes":"Applied the planned template with group_col=\"contact\", item_col=\"previous\", and measure_col=\"pdays\". Cast \"pdays\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f065344b817b707748695c05a69e3615ef0d5241 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:33:09.244205Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:33:11.829131Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:33:23.497838Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..301ef0ad549277fac3195579484de6ebb0639b2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=contact, measure_col=pdays. +Result preview: [{"contact": "unknown", "previous": "2", "total_measure": 10571.0, "share_within_group": 62.48374512353706}, {"contact": "cellular", "previous": "1", "total_measure": 604436.0, "share_within_group": 36.28326393061689}, {"contact": "unknown", "previous": "1", "total_measure": 5784.0, "share_within_group": 34.18843834968673}, {"contact": "telephone", "previous": "1", "total_measure": 41375.0, "share_within_group": 30.74265334175428}, {"contact": "cellular", "previous": "2", "total_measure": 443047.0, "share_within_group": 26.59535705131399}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e3962b7d822552de0afd436ec754a29558c9999 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_20bafd53166d11bd +-- problem_id: v2p_m8_4d1a1f90409a75b9 +-- realization_mode: agent +-- source_kind: agent +SELECT "contact", "previous", + SUM(CAST("pdays" AS REAL)) AS total_measure, + SUM(CAST("pdays" AS REAL)) * 100.0 / SUM(SUM(CAST("pdays" AS REAL))) OVER (PARTITION BY "contact") AS share_within_group +FROM "m8" +GROUP BY "contact", "previous" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..36346bcce5fa865466d9e2ebf1713df556ac5495 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"contact\", \"previous\",\n SUM(CAST(\"pdays\" AS REAL)) AS total_measure,\n SUM(CAST(\"pdays\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"pdays\" AS REAL))) OVER (PARTITION BY \"contact\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"contact\", \"previous\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"contact\\\", \\\"previous\\\",\\n SUM(CAST(\\\"pdays\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"pdays\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"pdays\\\" AS REAL))) OVER (PARTITION BY \\\"contact\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"contact\\\", \\\"previous\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"contact\", \"previous\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"contact\": \"unknown\", \"previous\": \"2\", \"total_measure\": 10571.0, \"share_within_group\": 62.48374512353706}, {\"contact\": \"cellular\", \"previous\": \"1\", \"total_measure\": 604436.0, \"share_within_group\": 36.28326393061689}, {\"contact\": \"unknown\", \"previous\": \"1\", \"total_measure\": 5784.0, \"share_within_group\": 34.18843834968673}, {\"contact\": \"telephone\", \"previous\": \"1\", \"total_measure\": 41375.0, \"share_within_group\": 30.74265334175428}, {\"contact\": \"cellular\", \"previous\": \"2\", \"total_measure\": 443047.0, \"share_within_group\": 26.59535705131399}, {\"contact\": \"telephone\", \"previous\": \"2\", \"total_measure\": 31702.0, \"share_within_group\": 23.555373927257868}, {\"contact\": \"unknown\", \"previous\": \"3\", \"total_measure\": 3223.0, \"share_within_group\": 19.05071521456437}, {\"contact\": \"unknown\", \"previous\": \"5\", \"total_measure\": 2386.0, \"share_within_group\": 14.103321905662607}, {\"contact\": \"telephone\", \"previous\": \"3\", \"total_measure\": 18676.0, \"share_within_group\": 13.876732176691311}, {\"contact\": \"cellular\", \"previous\": \"3\", \"total_measure\": 223078.0, \"share_within_group\": 13.390992513871039}, {\"contact\": \"unknown\", \"previous\": \"6\", \"total_measure\": 2175.0, \"share_within_group\": 12.85612956614257}, {\"contact\": \"unknown\", \"previous\": \"7\", \"total_measure\": 1845.0, \"share_within_group\": 10.905544390589904}, {\"contact\": \"unknown\", \"previous\": \"12\", \"total_measure\": 1587.0, \"share_within_group\": 9.38054143515782}, {\"contact\": \"telephone\", \"previous\": \"4\", \"total_measure\": 12122.0, \"share_within_group\": 9.006947282386596}, {\"contact\": \"cellular\", \"previous\": \"4\", \"total_measure\": 141806.0, \"share_within_group\": 8.512372732506103}, {\"contact\": \"unknown\", \"previous\": \"4\", \"total_measure\": 1309.0, \"share_within_group\": 7.7373211963589075}, {\"contact\": \"telephone\", \"previous\": \"5\", \"total_measure\": 7929.0, \"share_within_group\": 5.891444068804102}, {\"contact\": \"cellular\", \"previous\": \"5\", \"total_measure\": 84085.0, \"share_within_group\": 5.047479381780572}, {\"contact\": \"unknown\", \"previous\": \"41\", \"total_measure\": 778.0, \"share_within_group\": 4.598652322969619}, {\"contact\": \"telephone\", \"previous\": \"7\", \"total_measure\": 6042.0, \"share_within_group\": 4.489356168963852}, {\"contact\": \"telephone\", \"previous\": \"6\", \"total_measure\": 5343.0, \"share_within_group\": 3.9699817958910724}, {\"contact\": \"cellular\", \"previous\": \"6\", \"total_measure\": 48281.0, \"share_within_group\": 2.898226223841919}, {\"contact\": \"cellular\", \"previous\": \"7\", \"total_measure\": 33364.0, \"share_within_group\": 2.0027841124305996}, {\"contact\": \"telephone\", \"previous\": \"10\", \"total_measure\": 2280.0, \"share_within_group\": 1.694096667533529}, {\"contact\": \"telephone\", \"previous\": \"9\", \"total_measure\": 2054.0, \"share_within_group\": 1.526173050488539}, {\"contact\": \"cellular\", \"previous\": \"8\", \"total_measure\": 23733.0, \"share_within_group\": 1.424651580755168}, {\"contact\": \"telephone\", \"previous\": \"11\", \"total_measure\": 1862.0, \"share_within_group\": 1.3835122784857155}, {\"contact\": \"telephone\", \"previous\": \"12\", \"total_measure\": 1671.0, \"share_within_group\": 1.2415945313370733}, {\"contact\": \"cellular\", \"previous\": \"9\", \"total_measure\": 18179.0, \"share_within_group\": 1.0912544173323304}, {\"contact\": \"telephone\", \"previous\": \"8\", \"total_measure\": 1215.0, \"share_within_group\": 0.9027751978303674}, {\"contact\": \"cellular\", \"previous\": \"11\", \"total_measure\": 12852.0, \"share_within_group\": 0.7714836774055289}, {\"contact\": \"telephone\", \"previous\": \"13\", \"total_measure\": 924.0, \"share_within_group\": 0.6865549652635881}, {\"contact\": \"cellular\", \"previous\": \"10\", \"total_measure\": 11196.0, \"share_within_group\": 0.6720768170115392}, {\"contact\": \"telephone\", \"previous\": \"17\", \"total_measure\": 887.0, \"share_within_group\": 0.6590630456588773}, {\"contact\": \"unknown\", \"previous\": \"21\", \"total_measure\": 109.0, \"share_within_group\": 0.6442841943492138}, {\"contact\": \"unknown\", \"previous\": \"11\", \"total_measure\": 101.0, \"share_within_group\": 0.5969972810024826}, {\"contact\": \"telephone\", \"previous\": \"15\", \"total_measure\": 601.0, \"share_within_group\": 0.4465579373630048}, {\"contact\": \"cellular\", \"previous\": \"13\", \"total_measure\": 7191.0, \"share_within_group\": 0.4316634861673793}, {\"contact\": \"telephone\", \"previous\": \"18\", \"total_measure\": 576.0, \"share_within_group\": 0.4279823160084705}, {\"contact\": \"cellular\", \"previous\": \"12\", \"total_measure\": 6611.0, \"share_within_group\": 0.39684707371054717}, {\"contact\": \"telephone\", \"previous\": \"24\", \"total_measure\": 324.0, \"share_within_group\": 0.24074005275476465}, {\"contact\": \"cellular\", \"previous\": \"15\", \"total_measure\": 3898.0, \"share_within_group\": 0.2339903030288478}, {\"contact\": \"telephone\", \"previous\": \"29\", \"total_measure\": 284.0, \"share_within_group\": 0.21101905858750974}, {\"contact\": \"cellular\", \"previous\": \"14\", \"total_measure\": 3204.0, \"share_within_group\": 0.19233066467532794}, {\"contact\": \"telephone\", \"previous\": \"28\", \"total_measure\": 229.0, \"share_within_group\": 0.17015269160753427}, {\"contact\": \"cellular\", \"previous\": \"17\", \"total_measure\": 2825.0, \"share_within_group\": 0.16957993998370832}, {\"contact\": \"cellular\", \"previous\": \"16\", \"total_measure\": 2714.0, \"share_within_group\": 0.1629167989790387}, {\"contact\": \"cellular\", \"previous\": \"19\", \"total_measure\": 2553.0, \"share_within_group\": 0.15325224310740082}, {\"contact\": \"telephone\", \"previous\": \"25\", \"total_measure\": 183.0, \"share_within_group\": 0.13597354831519115}, {\"contact\": \"telephone\", \"previous\": \"20\", \"total_measure\": 178.0, \"share_within_group\": 0.13225842404428428}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 49.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a3510377bd8afce233858f73733c2cd83215e530 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:33:09.036096+00:00", + "ended_at": "2026-05-04T08:33:24.475332+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_20bafd53166d11bd", + "problem_id": "v2p_m8_4d1a1f90409a75b9", + "dataset_id": "m8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=contact, measure_col=pdays.", + "bindings": { + "group_col": "contact", + "measure_col": "pdays", + "item_col": "previous", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=11", + "sql_variant_index=2/2", + "binding_index=82" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 11, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_20bafd53166d11bd.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_20bafd53166d11bd", + "api_calls": 0, + "input_tokens": 22718, + "cached_input_tokens": 21888, + "output_tokens": 203, + "total_tokens": 22921, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2627, + "estimated_output_tokens": 149, + "estimated_total_tokens": 2776, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15353.15, + "sql_execution_elapsed_ms_total": 49.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_20bafd53166d11bd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..abb71d3c1526698a81e0630e8968b75ba97dc3aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20bafd53166d11bd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:33:24.416996+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15353.15, "started_at": "2026-05-04T08:33:09.045562+00:00", "ended_at": "2026-05-04T08:33:24.398700+00:00", "prompt_metrics": {"chars": 9359, "bytes_utf8": 9359, "lines": 302, "estimated_tokens": 2627}, "response_metrics": {"chars": 553, "bytes_utf8": 553, "lines": 1, "estimated_tokens": 149}, "usage": {"input_tokens": 22718, "cached_input_tokens": 21888, "output_tokens": 203}, "stderr_preview": "2026-05-04T08:33:09.244205Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:33:11.829131Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=campaign.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "campaign", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f27e2f604e4c3d2216eb906f0a58d0d0ad0d3a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22f-1e79-78b2-8df3-f4d4efc6c821"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT \\\"campaign\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"campaign\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"m8\\\"\\n)\\nSELECT \\\"campaign\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"campaign\\\" AS INTEGER) DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to \\\"campaign\\\" and NTILE(10). CAST to INTEGER is applied for correct numeric ordering because the schema stores \\\"campaign\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22655,"cached_input_tokens":21888,"output_tokens":214}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be51f7a671e8868d9b010ea4d0e5f834547b7c7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT \"campaign\",\n NTILE(10) OVER (ORDER BY CAST(\"campaign\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"m8\"\n)\nSELECT \"campaign\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"campaign\" AS INTEGER) DESC;","notes":"Used the planned Quantile Tail Slice template with measure_col bound to \"campaign\" and NTILE(10). CAST to INTEGER is applied for correct numeric ordering because the schema stores \"campaign\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50ffb9334d3949b3abc2d2aa39e210b465ff068f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:51:07.596772Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:51:10.100565Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:51:20.105975Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..48d89479a068a342125d760977fb8de40f48709f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=campaign. +Result preview: [{"campaign": "63"}, {"campaign": "58"}, {"campaign": "55"}, {"campaign": "51"}, {"campaign": "50"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..08fadd22ca64221bb6ccfb5026855fa400228868 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m8_20c297e84dea98bd +-- problem_id: v2p_m8_21c790b8c67a41a8 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT "campaign", + NTILE(10) OVER (ORDER BY CAST("campaign" AS INTEGER) DESC) AS "tail_bucket" + FROM "m8" +) +SELECT "campaign" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("campaign" AS INTEGER) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec460a68b201e1eeff834f5d3a8eab7c91c40023 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT \"campaign\",\n NTILE(10) OVER (ORDER BY CAST(\"campaign\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"m8\"\n)\nSELECT \"campaign\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"campaign\" AS INTEGER) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT \\\"campaign\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"campaign\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"m8\\\"\\n)\\nSELECT \\\"campaign\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"campaign\\\" AS INTEGER) DESC;\", \"columns\": [\"campaign\"], \"rows\": [{\"campaign\": \"63\"}, {\"campaign\": \"58\"}, {\"campaign\": \"55\"}, {\"campaign\": \"51\"}, {\"campaign\": \"50\"}, {\"campaign\": \"50\"}, {\"campaign\": \"46\"}, {\"campaign\": \"44\"}, {\"campaign\": \"43\"}, {\"campaign\": \"43\"}, {\"campaign\": \"43\"}, {\"campaign\": \"41\"}, {\"campaign\": \"41\"}, {\"campaign\": \"39\"}, {\"campaign\": \"38\"}, {\"campaign\": \"38\"}, {\"campaign\": \"38\"}, {\"campaign\": \"37\"}, {\"campaign\": \"37\"}, {\"campaign\": \"36\"}, {\"campaign\": \"36\"}, {\"campaign\": \"36\"}, {\"campaign\": \"36\"}, {\"campaign\": \"35\"}, {\"campaign\": \"35\"}, {\"campaign\": \"35\"}, {\"campaign\": \"35\"}, {\"campaign\": \"34\"}, {\"campaign\": \"34\"}, {\"campaign\": \"34\"}, {\"campaign\": \"34\"}, {\"campaign\": \"34\"}, {\"campaign\": \"33\"}, {\"campaign\": \"33\"}, {\"campaign\": \"33\"}, {\"campaign\": \"33\"}, {\"campaign\": \"33\"}, {\"campaign\": \"33\"}, {\"campaign\": \"32\"}, {\"campaign\": \"32\"}, {\"campaign\": \"32\"}, {\"campaign\": \"32\"}, {\"campaign\": \"32\"}, {\"campaign\": \"32\"}, {\"campaign\": \"32\"}, {\"campaign\": \"32\"}, {\"campaign\": \"32\"}, {\"campaign\": \"31\"}, {\"campaign\": \"31\"}, {\"campaign\": \"31\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 90.0}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5ae74134836eebdbda5a6198ed2d2483112c6764 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:51:07.307033+00:00", + "ended_at": "2026-05-04T08:51:21.306332+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_20c297e84dea98bd", + "problem_id": "v2p_m8_21c790b8c67a41a8", + "dataset_id": "m8", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=campaign.", + "bindings": { + "measure_col": "campaign", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=116" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_20c297e84dea98bd.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_20c297e84dea98bd", + "api_calls": 0, + "input_tokens": 22655, + "cached_input_tokens": 21888, + "output_tokens": 214, + "total_tokens": 22869, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2564, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2703, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13871.77, + "sql_execution_elapsed_ms_total": 90.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_20c297e84dea98bd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..39865f9d9bc7c6a6d5be3b46873b5e6ea6aabc85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_20c297e84dea98bd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:51:21.206046+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13871.77, "started_at": "2026-05-04T08:51:07.310911+00:00", "ended_at": "2026-05-04T08:51:21.186437+00:00", "prompt_metrics": {"chars": 9130, "bytes_utf8": 9130, "lines": 298, "estimated_tokens": 2564}, "response_metrics": {"chars": 539, "bytes_utf8": 539, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 22655, "cached_input_tokens": 21888, "output_tokens": 214}, "stderr_preview": "2026-05-04T08:51:07.596772Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:51:10.100565Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=marital, group_col_2=education.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "marital", + "group_col_2": "education", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fb73e8ea6974f65786649c8f1397cff89cc96e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df232-9e97-7162-9ec7-83f484092308"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"education\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"education\\\"\\nORDER BY \\\"support\\\" ASC, \\\"marital\\\", \\\"education\\\"\\nLIMIT 12;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=marital, group_col_2=education, and top_k=12. Query is SQLite-compatible and limited to the single provided table.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22679,"cached_input_tokens":21888,"output_tokens":135}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..948b640626badc5594543c21e8420d02dbd93096 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"education\",\n COUNT(*) AS \"support\"\nFROM \"m8\"\nGROUP BY \"marital\", \"education\"\nORDER BY \"support\" ASC, \"marital\", \"education\"\nLIMIT 12;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=marital, group_col_2=education, and top_k=12. Query is SQLite-compatible and limited to the single provided table."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e8f18b71be543daf67437a347ada4559ea85642 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:54:57.013218Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:54:59.372858Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:55:07.011720Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..444556b3c5f9f834d9677cbbd91e2c504059de07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=marital, group_col_2=education. +Result preview: [{"marital": "divorced", "education": "unknown", "support": 169}, {"marital": "single", "education": "unknown", "support": 528}, {"marital": "divorced", "education": "primary", "support": 752}, {"marital": "single", "education": "primary", "support": 853}, {"marital": "married", "education": "unknown", "support": 1160}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2695d7fbdc8be2e75c9ce881e2d15594f111fa5f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m8_22d4c4ebfb211258 +-- problem_id: v2p_m8_3efee06d505927b2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "education", + COUNT(*) AS "support" +FROM "m8" +GROUP BY "marital", "education" +ORDER BY "support" ASC, "marital", "education" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..629760126a6f5495c4a02812015343cf33aff674 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"education\",\n COUNT(*) AS \"support\"\nFROM \"m8\"\nGROUP BY \"marital\", \"education\"\nORDER BY \"support\" ASC, \"marital\", \"education\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"education\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"education\\\"\\nORDER BY \\\"support\\\" ASC, \\\"marital\\\", \\\"education\\\"\\nLIMIT 12;\", \"columns\": [\"marital\", \"education\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"education\": \"unknown\", \"support\": 169}, {\"marital\": \"single\", \"education\": \"unknown\", \"support\": 528}, {\"marital\": \"divorced\", \"education\": \"primary\", \"support\": 752}, {\"marital\": \"single\", \"education\": \"primary\", \"support\": 853}, {\"marital\": \"married\", \"education\": \"unknown\", \"support\": 1160}, {\"marital\": \"divorced\", \"education\": \"tertiary\", \"support\": 1471}, {\"marital\": \"divorced\", \"education\": \"secondary\", \"support\": 2815}, {\"marital\": \"single\", \"education\": \"tertiary\", \"support\": 4792}, {\"marital\": \"married\", \"education\": \"primary\", \"support\": 5246}, {\"marital\": \"single\", \"education\": \"secondary\", \"support\": 6617}, {\"marital\": \"married\", \"education\": \"tertiary\", \"support\": 7038}, {\"marital\": \"married\", \"education\": \"secondary\", \"support\": 13770}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 48.94}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2680844f3043bc07f6ac3f6b9f06663a00eb1b62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:54:56.742538+00:00", + "ended_at": "2026-05-04T08:55:08.605811+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_22d4c4ebfb211258", + "problem_id": "v2p_m8_3efee06d505927b2", + "dataset_id": "m8", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=marital, group_col_2=education.", + "bindings": { + "group_col": "marital", + "group_col_2": "education", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=132" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_22d4c4ebfb211258.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_22d4c4ebfb211258", + "api_calls": 0, + "input_tokens": 22679, + "cached_input_tokens": 21888, + "output_tokens": 135, + "total_tokens": 22814, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2590, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2709, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11780.77, + "sql_execution_elapsed_ms_total": 48.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_22d4c4ebfb211258\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65cbb31418479a6fd428fb4a93296ca467ec5f4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:55:08.546324+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11780.77, "started_at": "2026-05-04T08:54:56.749728+00:00", "ended_at": "2026-05-04T08:55:08.531013+00:00", "prompt_metrics": {"chars": 9126, "bytes_utf8": 9126, "lines": 300, "estimated_tokens": 2590}, "response_metrics": {"chars": 459, "bytes_utf8": 459, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22679, "cached_input_tokens": 21888, "output_tokens": 135}, "stderr_preview": "2026-05-04T08:54:57.013218Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:54:59.372858Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=marital, measure_col=duration.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "marital", + "measure_col": "duration", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0bf77c2fb0c07b1b7c58d70d6e4dd249515bf3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df230-128d-7801-8d3b-a0a19c36d3b6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"marital\\\", SUM(CAST(\\\"duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nHAVING SUM(CAST(\\\"duration\\\" AS REAL)) > 319.0\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col=\\\"marital\\\" and measure_col=\\\"duration\\\". Cast \\\"duration\\\" from TEXT to REAL so aggregation is numeric in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22645,"cached_input_tokens":21888,"output_tokens":178}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..607ed814400fe3d54ee02fd8eb6f6dd3aa7d40c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"marital\", SUM(CAST(\"duration\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"marital\"\nHAVING SUM(CAST(\"duration\" AS REAL)) > 319.0\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Applied the provided Thresholded Group Ranking template with group_col=\"marital\" and measure_col=\"duration\". Cast \"duration\" from TEXT to REAL so aggregation is numeric in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e621ad35ba16f43f40fd9c1cb2656f92bd526b6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:52:10.049586Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:52:12.436728Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:52:20.825497Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d642a32db960d8961107955a5436f526baa95b40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=marital, measure_col=duration. +Result preview: [{"marital": "married", "total_measure": 6896375.0}, {"marital": "single", "total_measure": 3408509.0}, {"marital": "divorced", "total_measure": 1366927.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aec48a159404d8219037636e1c46cf6fafa5da89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_2365c81b8c9f3931 +-- problem_id: v2p_m8_95137ee61c700530 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", SUM(CAST("duration" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "marital" +HAVING SUM(CAST("duration" AS REAL)) > 319.0 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a63b2c21f1cb52e391c2f88cae241ef9f5433355 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"marital\", SUM(CAST(\"duration\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"marital\"\nHAVING SUM(CAST(\"duration\" AS REAL)) > 319.0\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"marital\\\", SUM(CAST(\\\"duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nHAVING SUM(CAST(\\\"duration\\\" AS REAL)) > 319.0\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"marital\", \"total_measure\"], \"rows\": [{\"marital\": \"married\", \"total_measure\": 6896375.0}, {\"marital\": \"single\", \"total_measure\": 3408509.0}, {\"marital\": \"divorced\", \"total_measure\": 1366927.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 33.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b315b2beadd74b06943ef42dab907a3521f0192c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:52:09.855546+00:00", + "ended_at": "2026-05-04T08:52:21.698206+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_2365c81b8c9f3931", + "problem_id": "v2p_m8_95137ee61c700530", + "dataset_id": "m8", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=marital, measure_col=duration.", + "bindings": { + "group_col": "marital", + "measure_col": "duration", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_2365c81b8c9f3931.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2365c81b8c9f3931", + "api_calls": 0, + "input_tokens": 22645, + "cached_input_tokens": 21888, + "output_tokens": 178, + "total_tokens": 22823, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2556, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2671, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11776.59, + "sql_execution_elapsed_ms_total": 33.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_2365c81b8c9f3931\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef80785e0d2e4effa00228ada9ffd6560397d3fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:52:21.656675+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11776.59, "started_at": "2026-05-04T08:52:09.863218+00:00", "ended_at": "2026-05-04T08:52:21.639814+00:00", "prompt_metrics": {"chars": 9126, "bytes_utf8": 9126, "lines": 300, "estimated_tokens": 2556}, "response_metrics": {"chars": 449, "bytes_utf8": 449, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22645, "cached_input_tokens": 21888, "output_tokens": 178}, "stderr_preview": "2026-05-04T08:52:10.049586Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:52:12.436728Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 319.0\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col=\\\"marital\\\" and measure_col=\\\"duration\\\". Cast \\\"duration\\\" from TEXT to REAL so aggregation is numeric in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..81c917cf2c2277d55d93f8d887bf596e89bff897 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2365c81b8c9f3931/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2365c81b8c9f3931", + "api_calls": 0, + "input_tokens": 22645, + "cached_input_tokens": 21888, + "output_tokens": 178, + "total_tokens": 22823, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2556, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2671, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11776.59, + "sql_execution_elapsed_ms_total": 33.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_2365c81b8c9f3931\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e06433118fac2a50385872fd9c22af955b9d157 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9117, "bytes_utf8": 9117, "lines": 300, "estimated_tokens": 2555}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22644, "cached_input_tokens": 21888, "output_tokens": 150}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8c3082f0fff3fcabcd19f256d47a795a1ea26ecf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_236c90ffcc3cea4e", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 21888, + "output_tokens": 150, + "total_tokens": 22794, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2673, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11225.67, + "sql_execution_elapsed_ms_total": 32.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_236c90ffcc3cea4e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..89c2145d0e65df6ef86aa6819c5dc1010cdb6931 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:51:21.316770+00:00", + "ended_at": "2026-05-04T08:51:32.542785+00:00", + "elapsed_ms": 11225.67, + "prompt_metrics": { + "chars": 9117, + "bytes_utf8": 9117, + "lines": 300, + "estimated_tokens": 2555 + }, + "stdout_metrics": { + "chars": 791, + "bytes_utf8": 791, + "lines": 4, + "estimated_tokens": 231 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13226 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 457, + "bytes_utf8": 457, + "lines": 1, + "estimated_tokens": 118 + }, + "usage": { + "input_tokens": 22644, + "cached_input_tokens": 21888, + "output_tokens": 150 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fd5c21fe42fb5d0918b65abc6ee117a90d1f724 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=age, measure_col=balance.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "age", + "measure_col": "balance", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a1798a77573a61ae965cd2eda7ae76f61abecc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22f-54fb-71d1-8516-22500c65fa00"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"age\\\", SUM(CAST(\\\"balance\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nHAVING SUM(CAST(\\\"balance\\\" AS REAL)) > 1428.0\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"age\\\" and measure_col=\\\"balance\\\". CAST(\\\"balance\\\" AS REAL) is required because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22644,"cached_input_tokens":21888,"output_tokens":150}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18a387783ac289b7be56c83597314959123732c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"age\", SUM(CAST(\"balance\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"age\"\nHAVING SUM(CAST(\"balance\" AS REAL)) > 1428.0\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"age\" and measure_col=\"balance\". CAST(\"balance\" AS REAL) is required because the schema stores numeric values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..061aa9454abf375e3600cdf222d335a04b5de134 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:51:21.536868Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:51:23.977298Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:51:31.629518Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7753309c31bf7d4e291c2ca159b0545344ad86f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=age, measure_col=balance. +Result preview: [{"age": "32", "total_measure": 2685405.0}, {"age": "31", "total_measure": 2382396.0}, {"age": "33", "total_measure": 2381483.0}, {"age": "34", "total_measure": 2359311.0}, {"age": "36", "total_measure": 2165230.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..771edece7c81830bfbc98e7c57aa6ca3893df43f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_236c90ffcc3cea4e +-- problem_id: v2p_m8_ab0c5a4059bcd69a +-- realization_mode: agent +-- source_kind: agent +SELECT "age", SUM(CAST("balance" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "age" +HAVING SUM(CAST("balance" AS REAL)) > 1428.0 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ec2ae68c033a08828744247a02dde0c97ea1616 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"age\", SUM(CAST(\"balance\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"age\"\nHAVING SUM(CAST(\"balance\" AS REAL)) > 1428.0\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"age\\\", SUM(CAST(\\\"balance\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nHAVING SUM(CAST(\\\"balance\\\" AS REAL)) > 1428.0\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"age\", \"total_measure\"], \"rows\": [{\"age\": \"32\", \"total_measure\": 2685405.0}, {\"age\": \"31\", \"total_measure\": 2382396.0}, {\"age\": \"33\", \"total_measure\": 2381483.0}, {\"age\": \"34\", \"total_measure\": 2359311.0}, {\"age\": \"36\", \"total_measure\": 2165230.0}, {\"age\": \"37\", \"total_measure\": 2120684.0}, {\"age\": \"35\", \"total_measure\": 2083878.0}, {\"age\": \"38\", \"total_measure\": 2036291.0}, {\"age\": \"30\", \"total_measure\": 1968083.0}, {\"age\": \"39\", \"total_measure\": 1954798.0}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 32.42}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1ab404a414efd2616188641e4edd0e8ec6498266 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:51:21.308866+00:00", + "ended_at": "2026-05-04T08:51:32.599914+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_236c90ffcc3cea4e", + "problem_id": "v2p_m8_ab0c5a4059bcd69a", + "dataset_id": "m8", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=age, measure_col=balance.", + "bindings": { + "group_col": "age", + "measure_col": "balance", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=120" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_236c90ffcc3cea4e.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_236c90ffcc3cea4e", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 21888, + "output_tokens": 150, + "total_tokens": 22794, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2673, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11225.67, + "sql_execution_elapsed_ms_total": 32.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_236c90ffcc3cea4e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b016f4294bb56b0bf5529458f59878617f76e555 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:51:32.560216+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11225.67, "started_at": "2026-05-04T08:51:21.316770+00:00", "ended_at": "2026-05-04T08:51:32.542785+00:00", "prompt_metrics": {"chars": 9117, "bytes_utf8": 9117, "lines": 300, "estimated_tokens": 2555}, "response_metrics": {"chars": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22644, "cached_input_tokens": 21888, "output_tokens": 150}, "stderr_preview": "2026-05-04T08:51:21.536868Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:51:23.977298Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 1428.0\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"age\\\" and measure_col=\\\"balance\\\". CAST(\\\"balance\\\" AS REAL) is required because the schema stores numeric values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..15af0777258499deb9bf38889e028b401b2a719b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_236c90ffcc3cea4e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_236c90ffcc3cea4e", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 21888, + "output_tokens": 150, + "total_tokens": 22794, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2673, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11225.67, + "sql_execution_elapsed_ms_total": 32.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_236c90ffcc3cea4e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e9c19aea192bf6c84dfc10e1456620e6bff98b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9130, "bytes_utf8": 9130, "lines": 300, "estimated_tokens": 2553}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 194}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d2cbca1d6d56e4f793c4726b961e18fda0e9523d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2834a15532069276", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 194, + "total_tokens": 22836, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2666, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12742.89, + "sql_execution_elapsed_ms_total": 31.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_2834a15532069276\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e1f3740b5c9eefc25c848e7ad7845ee3c9ddd5fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:52:32.694922+00:00", + "ended_at": "2026-05-04T08:52:45.437335+00:00", + "elapsed_ms": 12742.89, + "prompt_metrics": { + "chars": 9130, + "bytes_utf8": 9130, + "lines": 300, + "estimated_tokens": 2553 + }, + "stdout_metrics": { + "chars": 794, + "bytes_utf8": 794, + "lines": 4, + "estimated_tokens": 227 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13178 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 460, + "bytes_utf8": 460, + "lines": 1, + "estimated_tokens": 113 + }, + "usage": { + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 194 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24fd9846150ddc5bd18f04ca2908b325612afa3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=education, measure_col=campaign.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "education", + "measure_col": "campaign", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9096a2d28a78291ea50fbaa8993de1acdf19ecbd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df230-6bd7-7260-ac1f-a6e6d7d831e2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"education\\\", SUM(CAST(\\\"campaign\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nHAVING SUM(CAST(\\\"campaign\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the planned Thresholded Group Ranking template with group_col=\\\"education\\\" and measure_col=\\\"campaign\\\". Cast \\\"campaign\\\" to REAL because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":21888,"output_tokens":194}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89961185a0539ddc37f1c38c042aa429b04640d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"education\", SUM(CAST(\"campaign\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"education\"\nHAVING SUM(CAST(\"campaign\" AS REAL)) > 3.0\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Used the planned Thresholded Group Ranking template with group_col=\"education\" and measure_col=\"campaign\". Cast \"campaign\" to REAL because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..274d9f314867f5abfc5f26450fab0f44ffb690e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:52:32.922710Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:52:35.446519Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:52:44.512866Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c31976730ff7bfff4c8db279f3b862b0e1491faa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=education, measure_col=campaign. +Result preview: [{"education": "secondary", "total_measure": 62664.0}, {"education": "tertiary", "total_measure": 37583.0}, {"education": "primary", "total_measure": 19418.0}, {"education": "unknown", "total_measure": 5291.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a00addd0497c66c26a9675a0ae75b990f935d8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_2834a15532069276 +-- problem_id: v2p_m8_a8ba12798aec2158 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", SUM(CAST("campaign" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "education" +HAVING SUM(CAST("campaign" AS REAL)) > 3.0 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..90176d07e3b005d5c350eccba34161b08144bbc7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"education\", SUM(CAST(\"campaign\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"education\"\nHAVING SUM(CAST(\"campaign\" AS REAL)) > 3.0\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"education\\\", SUM(CAST(\\\"campaign\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nHAVING SUM(CAST(\\\"campaign\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"education\", \"total_measure\"], \"rows\": [{\"education\": \"secondary\", \"total_measure\": 62664.0}, {\"education\": \"tertiary\", \"total_measure\": 37583.0}, {\"education\": \"primary\", \"total_measure\": 19418.0}, {\"education\": \"unknown\", \"total_measure\": 5291.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f8df6de022f180541b363cbe04d4c3f84fa6f056 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:52:32.686814+00:00", + "ended_at": "2026-05-04T08:52:45.496346+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_2834a15532069276", + "problem_id": "v2p_m8_a8ba12798aec2158", + "dataset_id": "m8", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=education, measure_col=campaign.", + "bindings": { + "group_col": "education", + "measure_col": "campaign", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=123" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_2834a15532069276.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2834a15532069276", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 194, + "total_tokens": 22836, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2666, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12742.89, + "sql_execution_elapsed_ms_total": 31.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_2834a15532069276\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b2632bca894ac103ea8d8b232a2db286b515ae0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:52:45.455925+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12742.89, "started_at": "2026-05-04T08:52:32.694922+00:00", "ended_at": "2026-05-04T08:52:45.437335+00:00", "prompt_metrics": {"chars": 9130, "bytes_utf8": 9130, "lines": 300, "estimated_tokens": 2553}, "response_metrics": {"chars": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 194}, "stderr_preview": "2026-05-04T08:52:32.922710Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:52:35.446519Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 3.0\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the planned Thresholded Group Ranking template with group_col=\\\"education\\\" and measure_col=\\\"campaign\\\". Cast \\\"campaign\\\" to REAL because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..93d1034e94bcdd53fa209e5b3adc5cc2324d7e5d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2834a15532069276/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2834a15532069276", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 194, + "total_tokens": 22836, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2666, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12742.89, + "sql_execution_elapsed_ms_total": 31.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_2834a15532069276\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..553ea6d2f73b080993bddd98ddc1fcdb8b581ab0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "no", "support": 44396, "support_share": 0.9819734135497998, "cumulative_support": 44396}, {"value_label": "yes", "support": 815, "support_share": 0.018026586450200173, "cumulative_support": 45211}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..269d50a28113499f14d3789034a7930c95b9d05e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m8_28fc77aa174f36cf +-- problem_id: v2p_m8_525ee013caf2d253 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "default" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "default" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea1263e7696585d0697164cba338d354710a57f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m8_28fc77aa174f36cf\n-- problem_id: v2p_m8_525ee013caf2d253\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"default\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"default\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m8_28fc77aa174f36cf\\n-- problem_id: v2p_m8_525ee013caf2d253\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"default\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"default\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"no\", \"support\": 44396, \"support_share\": 0.9819734135497998, \"cumulative_support\": 44396}, {\"value_label\": \"yes\", \"support\": 815, \"support_share\": 0.018026586450200173, \"cumulative_support\": 45211}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.53}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3104a4201ba0a41488b8fcba106d47f79d35c8db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:10.396541+00:00", + "ended_at": "2026-05-04T08:57:10.422769+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_28fc77aa174f36cf", + "problem_id": "v2p_m8_525ee013caf2d253", + "dataset_id": "m8", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=default.", + "bindings": { + "group_col": "default" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_28fc77aa174f36cf.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ac24a17aa6dc507466a91b387cb4473c5742f74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9222, "bytes_utf8": 9222, "lines": 303, "estimated_tokens": 2573}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22664, "cached_input_tokens": 6528, "output_tokens": 119}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fa267065b52e371817a645b13b85e2fbef8c2370 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2c399862fdf22905", + "api_calls": 0, + "input_tokens": 22664, + "cached_input_tokens": 6528, + "output_tokens": 119, + "total_tokens": 22783, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2573, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2676, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14032.84, + "sql_execution_elapsed_ms_total": 37.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_2c399862fdf22905\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5c42fecd720e0282c3687fe9c47300081b939c6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:22:43.228870+00:00", + "ended_at": "2026-05-04T08:22:57.262182+00:00", + "elapsed_ms": 14032.84, + "prompt_metrics": { + "chars": 9222, + "bytes_utf8": 9222, + "lines": 303, + "estimated_tokens": 2573 + }, + "stdout_metrics": { + "chars": 752, + "bytes_utf8": 752, + "lines": 4, + "estimated_tokens": 205 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13187 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 436, + "bytes_utf8": 436, + "lines": 1, + "estimated_tokens": 103 + }, + "usage": { + "input_tokens": 22664, + "cached_input_tokens": 6528, + "output_tokens": 119 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42b82480a378d9eaa854414e6aa26f4a2534ab5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=education, condition_col=marital.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "education", + "condition_col": "marital", + "condition_value": "single", + "positive_value": "married", + "negative_value": "single", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..30ca49246892261a2d91971901df4f4bf6fc62c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-2ac4-78b1-9b24-edd8f5b4831a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"education\\\",\\n AVG(CASE WHEN \\\"marital\\\" = 'single' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with group_col bound to education and condition_col bound to marital, measuring the rate of rows where marital = 'single' within each education group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22664,"cached_input_tokens":6528,"output_tokens":119}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9129e4e983d20214a4711fa490ab3f06ab0e21b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"education\",\n AVG(CASE WHEN \"marital\" = 'single' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"education\"\nORDER BY condition_rate DESC;","notes":"Uses the planned Grouped Condition Rate template with group_col bound to education and condition_col bound to marital, measuring the rate of rows where marital = 'single' within each education group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1feca299d8f54882b55239496345b296c27f4b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:46.840576Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:49.307898Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:56.437238Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8136fa992b812b0ea8a296fea0bdd11dca2aa1f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=education, condition_col=marital. +Result preview: [{"education": "tertiary", "condition_rate": 0.36027366363431323}, {"education": "secondary", "condition_rate": 0.28519093181622274}, {"education": "unknown", "condition_rate": 0.284329563812601}, {"education": "primary", "condition_rate": 0.12450737118668807}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0132c9ddc413f7330d9151229357b76780ffd004 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_2c399862fdf22905 +-- problem_id: v2p_m8_f173644f7cf4d27e +-- realization_mode: agent +-- source_kind: agent +SELECT "education", + AVG(CASE WHEN "marital" = 'single' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "education" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3bb7231aa5b7a58888d18e2ae022ef591444717 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"education\",\n AVG(CASE WHEN \"marital\" = 'single' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"education\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"education\\\",\\n AVG(CASE WHEN \\\"marital\\\" = 'single' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"education\", \"condition_rate\"], \"rows\": [{\"education\": \"tertiary\", \"condition_rate\": 0.36027366363431323}, {\"education\": \"secondary\", \"condition_rate\": 0.28519093181622274}, {\"education\": \"unknown\", \"condition_rate\": 0.284329563812601}, {\"education\": \"primary\", \"condition_rate\": 0.12450737118668807}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 37.16}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0240b414c1dbb150fae4cb1220d2cc2a6e8df1cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:22:43.219791+00:00", + "ended_at": "2026-05-04T08:22:57.324835+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_2c399862fdf22905", + "problem_id": "v2p_m8_f173644f7cf4d27e", + "dataset_id": "m8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=education, condition_col=marital.", + "bindings": { + "group_col": "education", + "condition_col": "marital", + "condition_value": "single", + "positive_value": "married", + "negative_value": "single", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_2c399862fdf22905.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2c399862fdf22905", + "api_calls": 0, + "input_tokens": 22664, + "cached_input_tokens": 6528, + "output_tokens": 119, + "total_tokens": 22783, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2573, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2676, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14032.84, + "sql_execution_elapsed_ms_total": 37.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_2c399862fdf22905\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34850a7536911757b72eff70da6b7bb9684a2d2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2c399862fdf22905/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:57.280277+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14032.84, "started_at": "2026-05-04T08:22:43.228870+00:00", "ended_at": "2026-05-04T08:22:57.262182+00:00", "prompt_metrics": {"chars": 9222, "bytes_utf8": 9222, "lines": 303, "estimated_tokens": 2573}, "response_metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22664, "cached_input_tokens": 6528, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:22:46.840576Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:49.307898Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=previous, measure_col=day.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "previous", + "measure_col": "day", + "item_col": "duration", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ef782b2d8049a92a357beee518de4fd3448f6db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-588d-73c2-9f74-7b73f61cb52a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"previous\\\", \\\"duration\\\",\\n SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"day\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"day\\\" AS REAL))) OVER (PARTITION BY \\\"previous\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\", \\\"duration\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"previous\\\", item_col=\\\"duration\\\", and measure_col=\\\"day\\\". Cast \\\"day\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22717,"cached_input_tokens":19840,"output_tokens":317}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48534889091a5c03a49e4d260d8d081008f568c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"previous\", \"duration\",\n SUM(CAST(\"day\" AS REAL)) AS total_measure,\n SUM(CAST(\"day\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"day\" AS REAL))) OVER (PARTITION BY \"previous\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"previous\", \"duration\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"previous\", item_col=\"duration\", and measure_col=\"day\". Cast \"day\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34ea7aaa63aea45d40fbfadfdca921ffb7e66e74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:28:26.213204Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:28:28.643726Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:28:40.325322Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a69eed05e79ada4dcbfabe336bf2ee07a05b88e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=previous, measure_col=day. +Result preview: [{"previous": "275", "duration": "349", "total_measure": 2.0, "share_within_group": 100.0}, {"previous": "32", "duration": "35", "total_measure": 18.0, "share_within_group": 100.0}, {"previous": "35", "duration": "361", "total_measure": 9.0, "share_within_group": 100.0}, {"previous": "40", "duration": "502", "total_measure": 11.0, "share_within_group": 100.0}, {"previous": "41", "duration": "23", "total_measure": 16.0, "share_within_group": 100.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5765ff77a75eb664b25b2355f59ea2da51547c1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_2cdeba4dcb67005a +-- problem_id: v2p_m8_6e7e05d1df5be61a +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", "duration", + SUM(CAST("day" AS REAL)) AS total_measure, + SUM(CAST("day" AS REAL)) * 100.0 / SUM(SUM(CAST("day" AS REAL))) OVER (PARTITION BY "previous") AS share_within_group +FROM "m8" +GROUP BY "previous", "duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4626ad582d02ff9c27e61aba50bb9f3bbcb7fcb0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"previous\", \"duration\",\n SUM(CAST(\"day\" AS REAL)) AS total_measure,\n SUM(CAST(\"day\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"day\" AS REAL))) OVER (PARTITION BY \"previous\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"previous\", \"duration\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"previous\\\", \\\"duration\\\",\\n SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"day\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"day\\\" AS REAL))) OVER (PARTITION BY \\\"previous\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\", \\\"duration\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"previous\", \"duration\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"previous\": \"275\", \"duration\": \"349\", \"total_measure\": 2.0, \"share_within_group\": 100.0}, {\"previous\": \"32\", \"duration\": \"35\", \"total_measure\": 18.0, \"share_within_group\": 100.0}, {\"previous\": \"35\", \"duration\": \"361\", \"total_measure\": 9.0, \"share_within_group\": 100.0}, {\"previous\": \"40\", \"duration\": \"502\", \"total_measure\": 11.0, \"share_within_group\": 100.0}, {\"previous\": \"41\", \"duration\": \"23\", \"total_measure\": 16.0, \"share_within_group\": 100.0}, {\"previous\": \"51\", \"duration\": \"68\", \"total_measure\": 30.0, \"share_within_group\": 100.0}, {\"previous\": \"55\", \"duration\": \"386\", \"total_measure\": 6.0, \"share_within_group\": 100.0}, {\"previous\": \"58\", \"duration\": \"523\", \"total_measure\": 15.0, \"share_within_group\": 100.0}, {\"previous\": \"37\", \"duration\": \"16\", \"total_measure\": 20.0, \"share_within_group\": 83.33333333333333}, {\"previous\": \"26\", \"duration\": \"20\", \"total_measure\": 20.0, \"share_within_group\": 80.0}, {\"previous\": \"38\", \"duration\": \"57\", \"total_measure\": 29.0, \"share_within_group\": 67.44186046511628}, {\"previous\": \"30\", \"duration\": \"136\", \"total_measure\": 24.0, \"share_within_group\": 55.81395348837209}, {\"previous\": \"28\", \"duration\": \"174\", \"total_measure\": 22.0, \"share_within_group\": 55.0}, {\"previous\": \"29\", \"duration\": \"157\", \"total_measure\": 29.0, \"share_within_group\": 48.333333333333336}, {\"previous\": \"28\", \"duration\": \"16\", \"total_measure\": 18.0, \"share_within_group\": 45.0}, {\"previous\": \"27\", \"duration\": \"305\", \"total_measure\": 29.0, \"share_within_group\": 38.666666666666664}, {\"previous\": \"25\", \"duration\": \"267\", \"total_measure\": 29.0, \"share_within_group\": 38.1578947368421}, {\"previous\": \"21\", \"duration\": \"15\", \"total_measure\": 20.0, \"share_within_group\": 37.735849056603776}, {\"previous\": \"23\", \"duration\": \"261\", \"total_measure\": 29.0, \"share_within_group\": 37.66233766233766}, {\"previous\": \"24\", \"duration\": \"489\", \"total_measure\": 29.0, \"share_within_group\": 37.17948717948718}, {\"previous\": \"38\", \"duration\": \"11\", \"total_measure\": 14.0, \"share_within_group\": 32.55813953488372}, {\"previous\": \"21\", \"duration\": \"204\", \"total_measure\": 17.0, \"share_within_group\": 32.075471698113205}, {\"previous\": \"18\", \"duration\": \"503\", \"total_measure\": 29.0, \"share_within_group\": 29.591836734693878}, {\"previous\": \"27\", \"duration\": \"328\", \"total_measure\": 21.0, \"share_within_group\": 28.0}, {\"previous\": \"30\", \"duration\": \"7\", \"total_measure\": 12.0, \"share_within_group\": 27.906976744186046}, {\"previous\": \"25\", \"duration\": \"85\", \"total_measure\": 21.0, \"share_within_group\": 27.63157894736842}, {\"previous\": \"21\", \"duration\": \"304\", \"total_measure\": 14.0, \"share_within_group\": 26.41509433962264}, {\"previous\": \"29\", \"duration\": \"21\", \"total_measure\": 15.0, \"share_within_group\": 25.0}, {\"previous\": \"22\", \"duration\": \"114\", \"total_measure\": 18.0, \"share_within_group\": 23.68421052631579}, {\"previous\": \"25\", \"duration\": \"7\", \"total_measure\": 18.0, \"share_within_group\": 23.68421052631579}, {\"previous\": \"20\", \"duration\": \"169\", \"total_measure\": 21.0, \"share_within_group\": 23.333333333333332}, {\"previous\": \"24\", \"duration\": \"421\", \"total_measure\": 17.0, \"share_within_group\": 21.794871794871796}, {\"previous\": \"20\", \"duration\": \"233\", \"total_measure\": 19.0, \"share_within_group\": 21.11111111111111}, {\"previous\": \"18\", \"duration\": \"13\", \"total_measure\": 20.0, \"share_within_group\": 20.408163265306122}, {\"previous\": \"26\", \"duration\": \"179\", \"total_measure\": 5.0, \"share_within_group\": 20.0}, {\"previous\": \"24\", \"duration\": \"63\", \"total_measure\": 15.0, \"share_within_group\": 19.23076923076923}, {\"previous\": \"20\", \"duration\": \"405\", \"total_measure\": 17.0, \"share_within_group\": 18.88888888888889}, {\"previous\": \"27\", \"duration\": \"10\", \"total_measure\": 14.0, \"share_within_group\": 18.666666666666668}, {\"previous\": \"29\", \"duration\": \"221\", \"total_measure\": 11.0, \"share_within_group\": 18.333333333333332}, {\"previous\": \"23\", \"duration\": \"173\", \"total_measure\": 14.0, \"share_within_group\": 18.181818181818183}, {\"previous\": \"19\", \"duration\": \"9\", \"total_measure\": 29.0, \"share_within_group\": 18.012422360248447}, {\"previous\": \"18\", \"duration\": \"124\", \"total_measure\": 17.0, \"share_within_group\": 17.346938775510203}, {\"previous\": \"22\", \"duration\": \"14\", \"total_measure\": 13.0, \"share_within_group\": 17.105263157894736}, {\"previous\": \"22\", \"duration\": \"66\", \"total_measure\": 13.0, \"share_within_group\": 17.105263157894736}, {\"previous\": \"22\", \"duration\": \"98\", \"total_measure\": 13.0, \"share_within_group\": 17.105263157894736}, {\"previous\": \"23\", \"duration\": \"14\", \"total_measure\": 13.0, \"share_within_group\": 16.883116883116884}, {\"previous\": \"24\", \"duration\": \"363\", \"total_measure\": 13.0, \"share_within_group\": 16.666666666666668}, {\"previous\": \"37\", \"duration\": \"157\", \"total_measure\": 4.0, \"share_within_group\": 16.666666666666668}, {\"previous\": \"30\", \"duration\": \"1135\", \"total_measure\": 7.0, \"share_within_group\": 16.27906976744186}, {\"previous\": \"22\", \"duration\": \"637\", \"total_measure\": 12.0, \"share_within_group\": 15.789473684210526}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 87.52}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f66249bc58d588f4e4c4943d49b739f5ee6f794a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:28:25.966379+00:00", + "ended_at": "2026-05-04T08:28:41.240741+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_2cdeba4dcb67005a", + "problem_id": "v2p_m8_6e7e05d1df5be61a", + "dataset_id": "m8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=previous, measure_col=day.", + "bindings": { + "group_col": "previous", + "measure_col": "day", + "item_col": "duration", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_2cdeba4dcb67005a.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2cdeba4dcb67005a", + "api_calls": 0, + "input_tokens": 22717, + "cached_input_tokens": 19840, + "output_tokens": 317, + "total_tokens": 23034, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2626, + "estimated_output_tokens": 150, + "estimated_total_tokens": 2776, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15147.17, + "sql_execution_elapsed_ms_total": 87.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_2cdeba4dcb67005a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b9f629311711d87b0029c95d8917d27e23e1ecc2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2cdeba4dcb67005a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:28:41.142026+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15147.17, "started_at": "2026-05-04T08:28:25.976137+00:00", "ended_at": "2026-05-04T08:28:41.123577+00:00", "prompt_metrics": {"chars": 9357, "bytes_utf8": 9357, "lines": 302, "estimated_tokens": 2626}, "response_metrics": {"chars": 576, "bytes_utf8": 576, "lines": 1, "estimated_tokens": 150}, "usage": {"input_tokens": 22717, "cached_input_tokens": 19840, "output_tokens": 317}, "stderr_preview": "2026-05-04T08:28:26.213204Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:28:28.643726Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=day.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "day", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2617b156ac1f5e7d06eedbdb004312071a1a3a2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22e-bcd3-7d23-a4f8-95d5bbef5b4f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT \\\"day\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"day\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"m8\\\"\\n)\\nSELECT \\\"day\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"day\\\" AS INTEGER) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"day\\\" and cast \\\"day\\\" to INTEGER for correct numeric tail ordering in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22655,"cached_input_tokens":19840,"output_tokens":183}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b57b87af0128aab9cddc9f458658d2306ae813df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT \"day\",\n NTILE(10) OVER (ORDER BY CAST(\"day\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"m8\"\n)\nSELECT \"day\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"day\" AS INTEGER) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"day\" and cast \"day\" to INTEGER for correct numeric tail ordering in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1362735f3553c97e71e47f020517d42fe5a7d3ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:50:42.572305Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:50:44.980974Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:50:53.496824Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..10f84c74a12762d9504a1fdee0d0401bd0262807 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=day. +Result preview: [{"day": "31"}, {"day": "31"}, {"day": "31"}, {"day": "31"}, {"day": "31"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2571f3be85fbf282baa14ccfdf1f35bba7d2fd33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m8_2fc61b45715a70ad +-- problem_id: v2p_m8_ace12d69c2a32d15 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT "day", + NTILE(10) OVER (ORDER BY CAST("day" AS INTEGER) DESC) AS "tail_bucket" + FROM "m8" +) +SELECT "day" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("day" AS INTEGER) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bad8ee7346545a361a5b55cb61af5facff9c20d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT \"day\",\n NTILE(10) OVER (ORDER BY CAST(\"day\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"m8\"\n)\nSELECT \"day\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"day\" AS INTEGER) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT \\\"day\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"day\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"m8\\\"\\n)\\nSELECT \\\"day\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"day\\\" AS INTEGER) DESC;\", \"columns\": [\"day\"], \"rows\": [{\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}, {\"day\": \"31\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 113.69}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aa910c2b2b1f0074ee9950ac77d3c78f8c392ccd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:50:42.364141+00:00", + "ended_at": "2026-05-04T08:50:54.425048+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_2fc61b45715a70ad", + "problem_id": "v2p_m8_ace12d69c2a32d15", + "dataset_id": "m8", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=day.", + "bindings": { + "measure_col": "day", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_2fc61b45715a70ad.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2fc61b45715a70ad", + "api_calls": 0, + "input_tokens": 22655, + "cached_input_tokens": 19840, + "output_tokens": 183, + "total_tokens": 22838, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2564, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2692, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11896.98, + "sql_execution_elapsed_ms_total": 113.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_2fc61b45715a70ad\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e15f5d0b33e7ce41bbb4457c283c7e00dea26d2b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_2fc61b45715a70ad/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:50:54.299915+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11896.98, "started_at": "2026-05-04T08:50:42.372841+00:00", "ended_at": "2026-05-04T08:50:54.269051+00:00", "prompt_metrics": {"chars": 9121, "bytes_utf8": 9121, "lines": 298, "estimated_tokens": 2564}, "response_metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22655, "cached_input_tokens": 19840, "output_tokens": 183}, "stderr_preview": "2026-05-04T08:50:42.572305Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:50:44.980974Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=loan, measure_col=pdays.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "loan", + "measure_col": "pdays", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..332dee2efc05a793605d75a963c07d31960c8d1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df226-d95b-7bf0-b1be-99d483333dc1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"loan\\\",\\n CAST(\\\"pdays\\\" AS REAL) AS \\\"pdays_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"loan\\\"\\n ORDER BY CAST(\\\"pdays\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"loan\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"targets\\\" AS (\\n SELECT\\n \\\"loan\\\",\\n \\\"pdays_num\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") AS INT) + ((0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INT)) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"loan\\\",\\n \\\"pdays_num\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"targets\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation within each \\\"loan\\\" group on numeric-cast \\\"pdays\\\" values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22639,"cached_input_tokens":21888,"output_tokens":536}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5091dd8030e04f8fb260f81c940b05aff34a390 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"loan\",\n CAST(\"pdays\" AS REAL) AS \"pdays_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"loan\"\n ORDER BY CAST(\"pdays\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"loan\"\n ) AS \"cnt\"\n FROM \"m8\"\n),\n\"targets\" AS (\n SELECT\n \"loan\",\n \"pdays_num\",\n \"rn\",\n \"cnt\",\n CAST((0.9 * \"cnt\") AS INT) + ((0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INT)) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"loan\",\n \"pdays_num\" AS \"percentile_measure\"\nFROM \"targets\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation within each \"loan\" group on numeric-cast \"pdays\" values."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d833dbbe5003db8ccb1a821e507b48871cef5c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:42:05.591261Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:42:08.042192Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:42:23.834468Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..48754ab764746b8bed081e4c9ce377c8e7465e66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=loan, measure_col=pdays. +Result preview: [{"loan": "no", "percentile_measure": 186.0}, {"loan": "yes", "percentile_measure": 181.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1657b3fe791dd3c3672c62fd7bcb04dd12db85f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_301188b0848a9cc4 +-- problem_id: v2p_m8_ae9115bbd2625866 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "loan", + CAST("pdays" AS REAL) AS "pdays_num", + ROW_NUMBER() OVER ( + PARTITION BY "loan" + ORDER BY CAST("pdays" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "loan" + ) AS "cnt" + FROM "m8" +), +"targets" AS ( + SELECT + "loan", + "pdays_num", + "rn", + "cnt", + CAST((0.9 * "cnt") AS INT) + ((0.9 * "cnt") > CAST((0.9 * "cnt") AS INT)) AS "target_rn" + FROM "ranked" +) +SELECT + "loan", + "pdays_num" AS "percentile_measure" +FROM "targets" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a467715469a0ad2377c23d9f9f20b13082770c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"loan\",\n CAST(\"pdays\" AS REAL) AS \"pdays_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"loan\"\n ORDER BY CAST(\"pdays\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"loan\"\n ) AS \"cnt\"\n FROM \"m8\"\n),\n\"targets\" AS (\n SELECT\n \"loan\",\n \"pdays_num\",\n \"rn\",\n \"cnt\",\n CAST((0.9 * \"cnt\") AS INT) + ((0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INT)) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"loan\",\n \"pdays_num\" AS \"percentile_measure\"\nFROM \"targets\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"loan\\\",\\n CAST(\\\"pdays\\\" AS REAL) AS \\\"pdays_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"loan\\\"\\n ORDER BY CAST(\\\"pdays\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"loan\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"targets\\\" AS (\\n SELECT\\n \\\"loan\\\",\\n \\\"pdays_num\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") AS INT) + ((0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INT)) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"loan\\\",\\n \\\"pdays_num\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"targets\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"loan\", \"percentile_measure\"], \"rows\": [{\"loan\": \"no\", \"percentile_measure\": 186.0}, {\"loan\": \"yes\", \"percentile_measure\": 181.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 168.46}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b5a644375d556271b05d6ff2168fd3f0bdd7266a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:42:05.355855+00:00", + "ended_at": "2026-05-04T08:42:24.843001+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_301188b0848a9cc4", + "problem_id": "v2p_m8_ae9115bbd2625866", + "dataset_id": "m8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=loan, measure_col=pdays.", + "bindings": { + "group_col": "loan", + "measure_col": "pdays", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_301188b0848a9cc4.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_301188b0848a9cc4", + "api_calls": 0, + "input_tokens": 22639, + "cached_input_tokens": 21888, + "output_tokens": 536, + "total_tokens": 23175, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2548, + "estimated_output_tokens": 279, + "estimated_total_tokens": 2827, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19283.84, + "sql_execution_elapsed_ms_total": 168.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_301188b0848a9cc4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..62d5e56b87b1642e79d2d027258728a1e9fc644a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:42:24.665997+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19283.84, "started_at": "2026-05-04T08:42:05.363614+00:00", "ended_at": "2026-05-04T08:42:24.643150+00:00", "prompt_metrics": {"chars": 9125, "bytes_utf8": 9125, "lines": 300, "estimated_tokens": 2548}, "response_metrics": {"chars": 882, "bytes_utf8": 882, "lines": 1, "estimated_tokens": 279}, "usage": {"input_tokens": 22639, "cached_input_tokens": 21888, "output_tokens": 536}, "stderr_preview": "2026-05-04T08:42:05.591261Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:42:08.042192Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST((0.9 * \\\"cnt\\\") AS INT)) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"loan\\\",\\n \\\"pdays_num\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"targets\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation within each \\\"loan\\\" group on numeric-cast \\\"pdays\\\" values.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3bdf575cd725ae4754d6e4f8115f5832adc88cbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_301188b0848a9cc4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_301188b0848a9cc4", + "api_calls": 0, + "input_tokens": 22639, + "cached_input_tokens": 21888, + "output_tokens": 536, + "total_tokens": 23175, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2548, + "estimated_output_tokens": 279, + "estimated_total_tokens": 2827, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19283.84, + "sql_execution_elapsed_ms_total": 168.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_301188b0848a9cc4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d122a6459e921197bb1f314096fb4d72b6957bd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9109, "bytes_utf8": 9109, "lines": 300, "estimated_tokens": 2553}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 142}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c41d5e5db728269e898d3ef7aa2d3e72cfe85a0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_31b3f2507579e244", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 142, + "total_tokens": 22784, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11636.08, + "sql_execution_elapsed_ms_total": 38.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_31b3f2507579e244\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1f3d446b9925334f3e343def81ef55f5feed1cc4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:51:58.153399+00:00", + "ended_at": "2026-05-04T08:52:09.789076+00:00", + "elapsed_ms": 11636.08, + "prompt_metrics": { + "chars": 9109, + "bytes_utf8": 9109, + "lines": 300, + "estimated_tokens": 2553 + }, + "stdout_metrics": { + "chars": 742, + "bytes_utf8": 742, + "lines": 4, + "estimated_tokens": 224 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13206 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 408, + "bytes_utf8": 408, + "lines": 1, + "estimated_tokens": 110 + }, + "usage": { + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 142 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a4f2b7f63d274a7cc0d19ac490b2125af011598 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=job, measure_col=day.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "job", + "measure_col": "day", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f32a0825b2f599a56bca3c9717980bbca0e68d4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22f-e4d3-7642-8056-ef15af3a6e68"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"job\\\", SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nHAVING SUM(CAST(\\\"day\\\" AS REAL)) > 20.0\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col=\\\"job\\\" and measure_col=\\\"day\\\". Cast \\\"day\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":21888,"output_tokens":142}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..abec9a074d2e5df90449345c4c9f6bd4b7ebdb70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"job\", SUM(CAST(\"day\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"job\"\nHAVING SUM(CAST(\"day\" AS REAL)) > 20.0\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the required Thresholded Group Ranking template with group_col=\"job\" and measure_col=\"day\". Cast \"day\" from TEXT to REAL for SQLite numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0395b8c5cd268413bb57c847007468915cb4d537 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:51:58.360266Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:52:00.717845Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:52:08.921123Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2addf1ff78ed12359d16c22ba0b5712202b1ad5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=job, measure_col=day. +Result preview: [{"job": "management", "total_measure": 152408.0}, {"job": "blue-collar", "total_measure": 150287.0}, {"job": "technician", "total_measure": 124656.0}, {"job": "admin.", "total_measure": 80483.0}, {"job": "services", "total_measure": 64950.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9952f6fbdaf101d631f3aadfa36dde7f97d5b33e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_31b3f2507579e244 +-- problem_id: v2p_m8_2843a421e5bfb458 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", SUM(CAST("day" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "job" +HAVING SUM(CAST("day" AS REAL)) > 20.0 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d96506b40707ccb847292818952a3e1f9a52533 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"job\", SUM(CAST(\"day\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"job\"\nHAVING SUM(CAST(\"day\" AS REAL)) > 20.0\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"job\\\", SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nHAVING SUM(CAST(\\\"day\\\" AS REAL)) > 20.0\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"job\", \"total_measure\"], \"rows\": [{\"job\": \"management\", \"total_measure\": 152408.0}, {\"job\": \"blue-collar\", \"total_measure\": 150287.0}, {\"job\": \"technician\", \"total_measure\": 124656.0}, {\"job\": \"admin.\", \"total_measure\": 80483.0}, {\"job\": \"services\", \"total_measure\": 64950.0}, {\"job\": \"retired\", \"total_measure\": 34955.0}, {\"job\": \"self-employed\", \"total_measure\": 25308.0}, {\"job\": \"entrepreneur\", \"total_measure\": 23349.0}, {\"job\": \"unemployed\", \"total_measure\": 20194.0}, {\"job\": \"housemaid\", \"total_measure\": 19843.0}, {\"job\": \"student\", \"total_measure\": 13974.0}, {\"job\": \"unknown\", \"total_measure\": 4217.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.3}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..90679ca5fb977b999bd57fdf46ae7a729a7e60f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:51:58.143508+00:00", + "ended_at": "2026-05-04T08:52:09.853531+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_31b3f2507579e244", + "problem_id": "v2p_m8_2843a421e5bfb458", + "dataset_id": "m8", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=job, measure_col=day.", + "bindings": { + "group_col": "job", + "measure_col": "day", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=121" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_31b3f2507579e244.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_31b3f2507579e244", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 142, + "total_tokens": 22784, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11636.08, + "sql_execution_elapsed_ms_total": 38.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_31b3f2507579e244\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b57c2d95eef9530810d86375b728a91e8d52e04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:52:09.807058+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11636.08, "started_at": "2026-05-04T08:51:58.153399+00:00", "ended_at": "2026-05-04T08:52:09.789076+00:00", "prompt_metrics": {"chars": 9109, "bytes_utf8": 9109, "lines": 300, "estimated_tokens": 2553}, "response_metrics": {"chars": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 142}, "stderr_preview": "2026-05-04T08:51:58.360266Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:52:00.717845Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 20.0\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col=\\\"job\\\" and measure_col=\\\"day\\\". Cast \\\"day\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1e6d1f1951ee8d5405e0d8c7d0df8873ff12bf11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_31b3f2507579e244/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_31b3f2507579e244", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 142, + "total_tokens": 22784, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11636.08, + "sql_execution_elapsed_ms_total": 38.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_31b3f2507579e244\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a0dd0c1db252d4af99d202ed57cc5f8e4c25e108 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9111, "bytes_utf8": 9111, "lines": 300, "estimated_tokens": 2554}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22643, "cached_input_tokens": 21888, "output_tokens": 151}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5267e8256278007ef4228265e33c53135797dbb0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_33bbbc6105fc9e1a", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 151, + "total_tokens": 22794, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2665, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12116.47, + "sql_execution_elapsed_ms_total": 29.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_33bbbc6105fc9e1a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2234cf7512d3856822928c264528b2a37ef8ee5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:54:44.566360+00:00", + "ended_at": "2026-05-04T08:54:56.682973+00:00", + "elapsed_ms": 12116.47, + "prompt_metrics": { + "chars": 9111, + "bytes_utf8": 9111, + "lines": 300, + "estimated_tokens": 2554 + }, + "stdout_metrics": { + "chars": 738, + "bytes_utf8": 738, + "lines": 4, + "estimated_tokens": 221 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13208 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 404, + "bytes_utf8": 404, + "lines": 1, + "estimated_tokens": 111 + }, + "usage": { + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 151 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18220771d6740009810f1f7f3107fa4180465a58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=day, measure_col=day.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "day", + "measure_col": "day", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..75894effd6db2ba9ffd4e052b27384cc5050d7aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df232-6eda-7933-8fbb-2820aae82003"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"day\\\", SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"day\\\"\\nHAVING SUM(CAST(\\\"day\\\" AS REAL)) > 20.0\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"day\\\" and measure_col=\\\"day\\\". Cast \\\"day\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22643,"cached_input_tokens":21888,"output_tokens":151}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf9bcabaf14fa25bcbe73a02d3ed5cef6d1a661e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"day\", SUM(CAST(\"day\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"day\"\nHAVING SUM(CAST(\"day\" AS REAL)) > 20.0\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"day\" and measure_col=\"day\". Cast \"day\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94a7d0d20d4edbb682a98d9922447661a68adc9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:54:44.756349Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:54:47.034433Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:54:55.894530Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..941f233f6b1ce2a461df9f849314e5f440e8ab46 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=day, measure_col=day. +Result preview: [{"day": "20", "total_measure": 55040.0}, {"day": "28", "total_measure": 51240.0}, {"day": "29", "total_measure": 50605.0}, {"day": "30", "total_measure": 46980.0}, {"day": "21", "total_measure": 42546.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a7689e1f6335ad34a515af5883c15760712e17f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_33bbbc6105fc9e1a +-- problem_id: v2p_m8_f70e3aba7afaf40e +-- realization_mode: agent +-- source_kind: agent +SELECT "day", SUM(CAST("day" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "day" +HAVING SUM(CAST("day" AS REAL)) > 20.0 +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3e7de93975cb7d2b362ccd9d35c919516ccb488 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"day\", SUM(CAST(\"day\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"day\"\nHAVING SUM(CAST(\"day\" AS REAL)) > 20.0\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"day\\\", SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"day\\\"\\nHAVING SUM(CAST(\\\"day\\\" AS REAL)) > 20.0\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"day\", \"total_measure\"], \"rows\": [{\"day\": \"20\", \"total_measure\": 55040.0}, {\"day\": \"28\", \"total_measure\": 51240.0}, {\"day\": \"29\", \"total_measure\": 50605.0}, {\"day\": \"30\", \"total_measure\": 46980.0}, {\"day\": \"21\", \"total_measure\": 42546.0}, {\"day\": \"18\", \"total_measure\": 41544.0}, {\"day\": \"19\", \"total_measure\": 33383.0}, {\"day\": \"17\", \"total_measure\": 32963.0}, {\"day\": \"27\", \"total_measure\": 30267.0}, {\"day\": \"26\", \"total_measure\": 26910.0}, {\"day\": \"14\", \"total_measure\": 25872.0}, {\"day\": \"15\", \"total_measure\": 25545.0}, {\"day\": \"16\", \"total_measure\": 22640.0}, {\"day\": \"23\", \"total_measure\": 21597.0}, {\"day\": \"25\", \"total_measure\": 21000.0}, {\"day\": \"13\", \"total_measure\": 20605.0}, {\"day\": \"31\", \"total_measure\": 19933.0}, {\"day\": \"22\", \"total_measure\": 19910.0}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.59}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..81ceb5b0ba821a2ca408f079e1bb4c66ae754e3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:54:44.558312+00:00", + "ended_at": "2026-05-04T08:54:56.740397+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_33bbbc6105fc9e1a", + "problem_id": "v2p_m8_f70e3aba7afaf40e", + "dataset_id": "m8", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=day, measure_col=day.", + "bindings": { + "group_col": "day", + "measure_col": "day", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=128" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_33bbbc6105fc9e1a.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_33bbbc6105fc9e1a", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 151, + "total_tokens": 22794, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2665, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12116.47, + "sql_execution_elapsed_ms_total": 29.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_33bbbc6105fc9e1a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07c04a038ec57ed3e810bffe3ecaadebb0a2a426 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:54:56.702040+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12116.47, "started_at": "2026-05-04T08:54:44.566360+00:00", "ended_at": "2026-05-04T08:54:56.682973+00:00", "prompt_metrics": {"chars": 9111, "bytes_utf8": 9111, "lines": 300, "estimated_tokens": 2554}, "response_metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22643, "cached_input_tokens": 21888, "output_tokens": 151}, "stderr_preview": "2026-05-04T08:54:44.756349Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:54:47.034433Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 20.0\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"day\\\" and measure_col=\\\"day\\\". Cast \\\"day\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..22b0ede0f318fd19b6cef578f07325d72cdf3639 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_33bbbc6105fc9e1a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_33bbbc6105fc9e1a", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 151, + "total_tokens": 22794, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2665, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12116.47, + "sql_execution_elapsed_ms_total": 29.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_33bbbc6105fc9e1a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_34acabb03f941cc8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_34acabb03f941cc8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c16637ff50d662a84f0f95b945285bae1bdb4b2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_34acabb03f941cc8/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "32", "support": 2085, "support_share": 0.04611709539713787, "support_rank": 1}, {"value_label": "31", "support": 1996, "support_share": 0.04414854791975404, "support_rank": 2}, {"value_label": "33", "support": 1972, "support_share": 0.04361770365618987, "support_rank": 3}, {"value_label": "34", "support": 1930, "support_share": 0.04268872619495256, "support_rank": 4}, {"value_label": "35", "support": 1894, "support_share": 0.04189245979960629, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_34acabb03f941cc8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_34acabb03f941cc8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..04f5be9916aab44fcaa2f4660520ec2cc037a9b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_34acabb03f941cc8/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_34acabb03f941cc8 +-- problem_id: v2p_m8_cb6bba780a868b96 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "age" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "age" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_34acabb03f941cc8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_34acabb03f941cc8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e232d049e4d7ec81e0a52326c5199c8d0c13aef1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_34acabb03f941cc8/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m8_34acabb03f941cc8\n-- problem_id: v2p_m8_cb6bba780a868b96\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"age\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"age\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m8_34acabb03f941cc8\\n-- problem_id: v2p_m8_cb6bba780a868b96\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"age\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"age\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"32\", \"support\": 2085, \"support_share\": 0.04611709539713787, \"support_rank\": 1}, {\"value_label\": \"31\", \"support\": 1996, \"support_share\": 0.04414854791975404, \"support_rank\": 2}, {\"value_label\": \"33\", \"support\": 1972, \"support_share\": 0.04361770365618987, \"support_rank\": 3}, {\"value_label\": \"34\", \"support\": 1930, \"support_share\": 0.04268872619495256, \"support_rank\": 4}, {\"value_label\": \"35\", \"support\": 1894, \"support_share\": 0.04189245979960629, \"support_rank\": 5}, {\"value_label\": \"36\", \"support\": 1806, \"support_share\": 0.03994603083320431, \"support_rank\": 6}, {\"value_label\": \"30\", \"support\": 1757, \"support_share\": 0.03886222379509412, \"support_rank\": 7}, {\"value_label\": \"37\", \"support\": 1696, \"support_share\": 0.03751299462520183, \"support_rank\": 8}, {\"value_label\": \"39\", \"support\": 1487, \"support_share\": 0.03289022582999712, \"support_rank\": 9}, {\"value_label\": \"38\", \"support\": 1466, \"support_share\": 0.03242573709937847, \"support_rank\": 10}, {\"value_label\": \"40\", \"support\": 1355, \"support_share\": 0.029970582380394153, \"support_rank\": 11}, {\"value_label\": \"41\", \"support\": 1291, \"support_share\": 0.028554997677556346, \"support_rank\": 12}, {\"value_label\": \"42\", \"support\": 1242, \"support_share\": 0.027471190639446152, \"support_rank\": 13}, {\"value_label\": \"45\", \"support\": 1216, \"support_share\": 0.026896109353918295, \"support_rank\": 14}, {\"value_label\": \"29\", \"support\": 1185, \"support_share\": 0.026210435513481234, \"support_rank\": 15}, {\"value_label\": \"46\", \"support\": 1175, \"support_share\": 0.025989250403662824, \"support_rank\": 16}, {\"value_label\": \"43\", \"support\": 1161, \"support_share\": 0.025679591249917054, \"support_rank\": 17}, {\"value_label\": \"44\", \"support\": 1136, \"support_share\": 0.02512662847537104, \"support_rank\": 18}, {\"value_label\": \"47\", \"support\": 1088, \"support_share\": 0.024064939948242683, \"support_rank\": 19}, {\"value_label\": \"28\", \"support\": 1038, \"support_share\": 0.02295901439915065, \"support_rank\": 20}, {\"value_label\": \"48\", \"support\": 997, \"support_share\": 0.022052155448895182, \"support_rank\": 21}, {\"value_label\": \"49\", \"support\": 994, \"support_share\": 0.021985799915949657, \"support_rank\": 22}, {\"value_label\": \"50\", \"support\": 939, \"support_share\": 0.02076928181194842, \"support_rank\": 23}, {\"value_label\": \"51\", \"support\": 936, \"support_share\": 0.020702926279002897, \"support_rank\": 24}, {\"value_label\": \"52\", \"support\": 911, \"support_share\": 0.02014996350445688, \"support_rank\": 25}, {\"value_label\": \"27\", \"support\": 909, \"support_share\": 0.0201057264824932, \"support_rank\": 26}, {\"value_label\": \"53\", \"support\": 891, \"support_share\": 0.019707593284820066, \"support_rank\": 27}, {\"value_label\": \"57\", \"support\": 828, \"support_share\": 0.0183141270929641, \"support_rank\": 28}, {\"value_label\": \"54\", \"support\": 811, \"support_share\": 0.01793811240627281, \"support_rank\": 29}, {\"value_label\": \"55\", \"support\": 806, \"support_share\": 0.017827519851363605, \"support_rank\": 30}, {\"value_label\": \"26\", \"support\": 805, \"support_share\": 0.017805401340381766, \"support_rank\": 31}, {\"value_label\": \"56\", \"support\": 778, \"support_share\": 0.017208201543872065, \"support_rank\": 32}, {\"value_label\": \"59\", \"support\": 770, \"support_share\": 0.01703125345601734, \"support_rank\": 33}, {\"value_label\": \"58\", \"support\": 740, \"support_share\": 0.01636769812656212, \"support_rank\": 34}, {\"value_label\": \"60\", \"support\": 596, \"support_share\": 0.01318263254517706, \"support_rank\": 35}, {\"value_label\": \"25\", \"support\": 527, \"support_share\": 0.01165645528743005, \"support_rank\": 36}, {\"value_label\": \"24\", \"support\": 302, \"support_share\": 0.006679790316515892, \"support_rank\": 37}, {\"value_label\": \"23\", \"support\": 202, \"support_share\": 0.004467939218331822, \"support_rank\": 38}, {\"value_label\": \"61\", \"support\": 147, \"support_share\": 0.003251421114330583, \"support_rank\": 39}, {\"value_label\": \"22\", \"support\": 129, \"support_share\": 0.002853287916657451, \"support_rank\": 40}, {\"value_label\": \"62\", \"support\": 80, \"support_share\": 0.0017694808785472561, \"support_rank\": 41}, {\"value_label\": \"21\", \"support\": 79, \"support_share\": 0.0017473623675654155, \"support_rank\": 42}, {\"value_label\": \"63\", \"support\": 77, \"support_share\": 0.001703125345601734, \"support_rank\": 43}, {\"value_label\": \"64\", \"support\": 74, \"support_share\": 0.001636769812656212, \"support_rank\": 44}, {\"value_label\": \"70\", \"support\": 67, \"support_share\": 0.001481940235783327, \"support_rank\": 45}, {\"value_label\": \"66\", \"support\": 63, \"support_share\": 0.0013934661918559642, \"support_rank\": 46}, {\"value_label\": \"65\", \"support\": 59, \"support_share\": 0.0013049921479286015, \"support_rank\": 47}, {\"value_label\": \"67\", \"support\": 54, \"support_share\": 0.001194399593019398, \"support_rank\": 48}, {\"value_label\": \"71\", \"support\": 54, \"support_share\": 0.001194399593019398, \"support_rank\": 49}, {\"value_label\": \"72\", \"support\": 52, \"support_share\": 0.0011501625710557165, \"support_rank\": 50}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 25.55}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_34acabb03f941cc8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_34acabb03f941cc8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2f08e402b5dc3f2a876b2725d4ce843589f94553 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_34acabb03f941cc8/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:10.736967+00:00", + "ended_at": "2026-05-04T08:57:10.768889+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_34acabb03f941cc8", + "problem_id": "v2p_m8_cb6bba780a868b96", + "dataset_id": "m8", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=age.", + "bindings": { + "group_col": "age" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_34acabb03f941cc8.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_34acabb03f941cc8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_34acabb03f941cc8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_34acabb03f941cc8/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..89981ab63729be83a5e31c0c2e56b1ea6dd5a226 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9128, "bytes_utf8": 9128, "lines": 300, "estimated_tokens": 2590}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22679, "cached_input_tokens": 21888, "output_tokens": 128}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..081b1e4ef0e2db621deda2a127064ee6807a8213 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3601e81010d1b568", + "api_calls": 0, + "input_tokens": 22679, + "cached_input_tokens": 21888, + "output_tokens": 128, + "total_tokens": 22807, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2590, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2702, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10569.64, + "sql_execution_elapsed_ms_total": 51.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_3601e81010d1b568\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2655e2b813ae875eaf19bcec9a7eb98a419dd904 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:56:20.375324+00:00", + "ended_at": "2026-05-04T08:56:30.944823+00:00", + "elapsed_ms": 10569.64, + "prompt_metrics": { + "chars": 9128, + "bytes_utf8": 9128, + "lines": 300, + "estimated_tokens": 2590 + }, + "stdout_metrics": { + "chars": 767, + "bytes_utf8": 767, + "lines": 4, + "estimated_tokens": 220 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13216 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 435, + "bytes_utf8": 435, + "lines": 1, + "estimated_tokens": 112 + }, + "usage": { + "input_tokens": 22679, + "cached_input_tokens": 21888, + "output_tokens": 128 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e40fd621280a9c82ab1317a3ab29c5bcc8a5ed38 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=contact.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "marital", + "group_col_2": "contact", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2357591fb1b6897f01cc7700e19be08680dc8ee2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df233-e52d-73e0-98f6-89754e96c153"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"contact\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"contact\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"contact\\\"\\nLIMIT 16;\",\"notes\":\"Applied the provided Pairwise Sparse Slice Count template with fixed bindings group_col=marital, group_col_2=contact, and top_k=16 using only the single table and quoted SQLite identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22679,"cached_input_tokens":21888,"output_tokens":128}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81ce5a86823b35b02cd8b11e2890cef2a434cdde --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"contact\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"contact\"\nORDER BY support ASC, \"marital\", \"contact\"\nLIMIT 16;","notes":"Applied the provided Pairwise Sparse Slice Count template with fixed bindings group_col=marital, group_col_2=contact, and top_k=16 using only the single table and quoted SQLite identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0597ef844f72be797e13e7d0426a597e84fbeb9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:56:20.581178Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:56:22.984915Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:56:30.364979Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d06afc9dbb17757017dbdc17db2bc085dbefe8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=contact. +Result preview: [{"marital": "divorced", "contact": "telephone", "support": 271}, {"marital": "single", "contact": "telephone", "support": 620}, {"marital": "divorced", "contact": "unknown", "support": 1610}, {"marital": "married", "contact": "telephone", "support": 2015}, {"marital": "divorced", "contact": "cellular", "support": 3326}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b69d510b721dbc4f0ebdcee3cf6a7b83b4fed8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m8_3601e81010d1b568 +-- problem_id: v2p_m8_1d63e1e3e73e37b8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "contact", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "contact" +ORDER BY support ASC, "marital", "contact" +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dea9704ede94701c484d06f5c04427e721712d39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"contact\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"contact\"\nORDER BY support ASC, \"marital\", \"contact\"\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"contact\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"contact\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"contact\\\"\\nLIMIT 16;\", \"columns\": [\"marital\", \"contact\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"contact\": \"telephone\", \"support\": 271}, {\"marital\": \"single\", \"contact\": \"telephone\", \"support\": 620}, {\"marital\": \"divorced\", \"contact\": \"unknown\", \"support\": 1610}, {\"marital\": \"married\", \"contact\": \"telephone\", \"support\": 2015}, {\"marital\": \"divorced\", \"contact\": \"cellular\", \"support\": 3326}, {\"marital\": \"single\", \"contact\": \"unknown\", \"support\": 3379}, {\"marital\": \"married\", \"contact\": \"unknown\", \"support\": 8031}, {\"marital\": \"single\", \"contact\": \"cellular\", \"support\": 8791}, {\"marital\": \"married\", \"contact\": \"cellular\", \"support\": 17168}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 51.62}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..562bfb96b5b403b28b08bab8cb240c1f2e94d79d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:56:20.367267+00:00", + "ended_at": "2026-05-04T08:56:31.023287+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_3601e81010d1b568", + "problem_id": "v2p_m8_1d63e1e3e73e37b8", + "dataset_id": "m8", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=contact.", + "bindings": { + "group_col": "marital", + "group_col_2": "contact", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=136" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_3601e81010d1b568.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3601e81010d1b568", + "api_calls": 0, + "input_tokens": 22679, + "cached_input_tokens": 21888, + "output_tokens": 128, + "total_tokens": 22807, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2590, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2702, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10569.64, + "sql_execution_elapsed_ms_total": 51.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_3601e81010d1b568\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9d560eb70f3805517f750b70abd3eb65064b7d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3601e81010d1b568/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:56:30.963590+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10569.64, "started_at": "2026-05-04T08:56:20.375324+00:00", "ended_at": "2026-05-04T08:56:30.944823+00:00", "prompt_metrics": {"chars": 9128, "bytes_utf8": 9128, "lines": 300, "estimated_tokens": 2590}, "response_metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22679, "cached_input_tokens": 21888, "output_tokens": 128}, "stderr_preview": "2026-05-04T08:56:20.581178Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:56:22.984915Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "previous", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..15e8ad395b0b482cd27f79a0bffb5267709e6910 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-3c05-71e2-827f-da80e249bceb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"previous\\\" AS REAL) >= 0.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"previous\\\". Cast \\\"previous\\\" to REAL because the schema stores values as TEXT while the predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22647,"cached_input_tokens":21888,"output_tokens":127}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16ede960380b08630dd8ecada42b07d4ac81d59d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"previous\" AS REAL) >= 0.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"y\" and predicate_col bound to \"previous\". Cast \"previous\" to REAL because the schema stores values as TEXT while the predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e192cb3e83700f719c7dc460abf236542a27cfd0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:50.303930Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:52.633762Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:03.573880Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e1fcc1c0b2745be5faa5f4d72271d3103b3939d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "no", "support": 39922}, {"y": "yes", "support": 5289}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a1d6179a26f61c79d6041f24f0b9c9b9e2337666 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_361c8d25466c762e +-- problem_id: v2p_m8_6842ce0e1458d757 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "m8" +WHERE CAST("previous" AS REAL) >= 0.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef1ca1b22af2b4b6caa2375698e2a2676693cf39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"previous\" AS REAL) >= 0.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"previous\\\" AS REAL) >= 0.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"no\", \"support\": 39922}, {\"y\": \"yes\", \"support\": 5289}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 56.81}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..66d403a611059acf8a0fb4a8b513ab343901f62d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:10:50.120458+00:00", + "ended_at": "2026-05-04T08:11:04.648173+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_361c8d25466c762e", + "problem_id": "v2p_m8_6842ce0e1458d757", + "dataset_id": "m8", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "previous", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_361c8d25466c762e.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_361c8d25466c762e", + "api_calls": 0, + "input_tokens": 22647, + "cached_input_tokens": 21888, + "output_tokens": 127, + "total_tokens": 22774, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2558, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2669, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14412.55, + "sql_execution_elapsed_ms_total": 56.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_361c8d25466c762e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a780103a5719e7d8c035c06945d921595dae6066 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:04.565521+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14412.55, "started_at": "2026-05-04T08:10:50.128976+00:00", "ended_at": "2026-05-04T08:11:04.541634+00:00", "prompt_metrics": {"chars": 9130, "bytes_utf8": 9130, "lines": 302, "estimated_tokens": 2558}, "response_metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22647, "cached_input_tokens": 21888, "output_tokens": 127}, "stderr_preview": "2026-05-04T08:10:50.303930Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:52.633762Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"previous\\\". Cast \\\"previous\\\" to REAL because the schema stores values as TEXT while the predicate value is numeric.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..598feb92f6ad00cd1010ba6c608ee91cc017f37f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_361c8d25466c762e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_361c8d25466c762e", + "api_calls": 0, + "input_tokens": 22647, + "cached_input_tokens": 21888, + "output_tokens": 127, + "total_tokens": 22774, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2558, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2669, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14412.55, + "sql_execution_elapsed_ms_total": 56.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_361c8d25466c762e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb047a0930a1159e2383d1c3ee3844b1f3bc382a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9448, "bytes_utf8": 9448, "lines": 305, "estimated_tokens": 2619}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1092, "bytes_utf8": 1092, "lines": 1, "estimated_tokens": 324}, "usage": {"input_tokens": 22710, "cached_input_tokens": 19840, "output_tokens": 1286}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..073c1d830e3729836c565b747e03bd2692ad4792 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_37f538320388e9f8", + "api_calls": 0, + "input_tokens": 22710, + "cached_input_tokens": 19840, + "output_tokens": 1286, + "total_tokens": 23996, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2619, + "estimated_output_tokens": 324, + "estimated_total_tokens": 2943, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 89888.1, + "sql_execution_elapsed_ms_total": 202.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_37f538320388e9f8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..77f9f4ebc69b06a041c553781d56f6874ca5297b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:35:53.491510+00:00", + "ended_at": "2026-05-04T08:37:23.379487+00:00", + "elapsed_ms": 89888.1, + "prompt_metrics": { + "chars": 9448, + "bytes_utf8": 9448, + "lines": 305, + "estimated_tokens": 2619 + }, + "stdout_metrics": { + "chars": 1565, + "bytes_utf8": 1565, + "lines": 4, + "estimated_tokens": 523 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13250 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1092, + "bytes_utf8": 1092, + "lines": 1, + "estimated_tokens": 324 + }, + "usage": { + "input_tokens": 22710, + "cached_input_tokens": 19840, + "output_tokens": 1286 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c536e4ec3282fa33e51d17f70787400773867350 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=previous, measure_col=duration, condition_col=y.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "previous", + "measure_col": "duration", + "condition_col": "y", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bafff4b38d861a644f18f44a936783fd6c560dcf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df221-2ca7-76e3-946e-bef93fc7031c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"previous\\\",\\n CAST(\\\"duration\\\" AS REAL) AS \\\"duration_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"y\\\" = 'no'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"previous\\\",\\n \\\"duration_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"previous\\\"\\n ORDER BY \\\"duration_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"previous\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"chosen\\\" AS (\\n SELECT\\n \\\"previous\\\",\\n MIN(\\\"rn\\\") AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE 1.0 * \\\"rn\\\" / \\\"cnt\\\" >= 0.9\\n GROUP BY \\\"previous\\\"\\n)\\nSELECT\\n r.\\\"previous\\\",\\n r.\\\"duration_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"chosen\\\" AS c\\n ON r.\\\"previous\\\" = c.\\\"previous\\\"\\n AND r.\\\"rn\\\" = c.\\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite-compatible replacement for the planned 0.9 conditional quantile using a nearest-rank window-function approach. Casts \\\"duration\\\" from TEXT to REAL and filters on \\\"y\\\" = 'no' as bound.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22710,"cached_input_tokens":19840,"output_tokens":1286}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae9492b8180263eee19aed1c17ca74f2632aed0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"previous\",\n CAST(\"duration\" AS REAL) AS \"duration_value\"\n FROM \"m8\"\n WHERE \"y\" = 'no'\n),\n\"ranked\" AS (\n SELECT\n \"previous\",\n \"duration_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"previous\"\n ORDER BY \"duration_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"previous\"\n ) AS \"cnt\"\n FROM \"filtered\"\n),\n\"chosen\" AS (\n SELECT\n \"previous\",\n MIN(\"rn\") AS \"target_rn\"\n FROM \"ranked\"\n WHERE 1.0 * \"rn\" / \"cnt\" >= 0.9\n GROUP BY \"previous\"\n)\nSELECT\n r.\"previous\",\n r.\"duration_value\" AS \"conditional_percentile\"\nFROM \"ranked\" AS r\nJOIN \"chosen\" AS c\n ON r.\"previous\" = c.\"previous\"\n AND r.\"rn\" = c.\"target_rn\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite-compatible replacement for the planned 0.9 conditional quantile using a nearest-rank window-function approach. Casts \"duration\" from TEXT to REAL and filters on \"y\" = 'no' as bound."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69d9536d05e3a8c8c09eb9898ff689aee14849d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:35:53.713342Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:35:56.253077Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:37:22.944308Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1291cdc746274dc1e81f63b61bbe9dd39f349d47 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=previous, measure_col=duration, condition_col=y. +Result preview: [{"previous": "18", "conditional_percentile": 1259.0}, {"previous": "10", "conditional_percentile": 574.0}, {"previous": "40", "conditional_percentile": 502.0}, {"previous": "7", "conditional_percentile": 494.0}, {"previous": "24", "conditional_percentile": 489.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..db6925c38b20bac24e9814fe8835320a9a9c81ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/generated_sql.sql @@ -0,0 +1,49 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_37f538320388e9f8 +-- problem_id: v2p_m8_708ca740deb755e2 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "previous", + CAST("duration" AS REAL) AS "duration_value" + FROM "m8" + WHERE "y" = 'no' +), +"ranked" AS ( + SELECT + "previous", + "duration_value", + ROW_NUMBER() OVER ( + PARTITION BY "previous" + ORDER BY "duration_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "previous" + ) AS "cnt" + FROM "filtered" +), +"chosen" AS ( + SELECT + "previous", + MIN("rn") AS "target_rn" + FROM "ranked" + WHERE 1.0 * "rn" / "cnt" >= 0.9 + GROUP BY "previous" +) +SELECT + r."previous", + r."duration_value" AS "conditional_percentile" +FROM "ranked" AS r +JOIN "chosen" AS c + ON r."previous" = c."previous" + AND r."rn" = c."target_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..306d21cd08c6e65ec66f05bf2ee769bcae699e18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"previous\",\n CAST(\"duration\" AS REAL) AS \"duration_value\"\n FROM \"m8\"\n WHERE \"y\" = 'no'\n),\n\"ranked\" AS (\n SELECT\n \"previous\",\n \"duration_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"previous\"\n ORDER BY \"duration_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"previous\"\n ) AS \"cnt\"\n FROM \"filtered\"\n),\n\"chosen\" AS (\n SELECT\n \"previous\",\n MIN(\"rn\") AS \"target_rn\"\n FROM \"ranked\"\n WHERE 1.0 * \"rn\" / \"cnt\" >= 0.9\n GROUP BY \"previous\"\n)\nSELECT\n r.\"previous\",\n r.\"duration_value\" AS \"conditional_percentile\"\nFROM \"ranked\" AS r\nJOIN \"chosen\" AS c\n ON r.\"previous\" = c.\"previous\"\n AND r.\"rn\" = c.\"target_rn\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"previous\\\",\\n CAST(\\\"duration\\\" AS REAL) AS \\\"duration_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"y\\\" = 'no'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"previous\\\",\\n \\\"duration_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"previous\\\"\\n ORDER BY \\\"duration_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"previous\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"chosen\\\" AS (\\n SELECT\\n \\\"previous\\\",\\n MIN(\\\"rn\\\") AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE 1.0 * \\\"rn\\\" / \\\"cnt\\\" >= 0.9\\n GROUP BY \\\"previous\\\"\\n)\\nSELECT\\n r.\\\"previous\\\",\\n r.\\\"duration_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"chosen\\\" AS c\\n ON r.\\\"previous\\\" = c.\\\"previous\\\"\\n AND r.\\\"rn\\\" = c.\\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"previous\", \"conditional_percentile\"], \"rows\": [{\"previous\": \"18\", \"conditional_percentile\": 1259.0}, {\"previous\": \"10\", \"conditional_percentile\": 574.0}, {\"previous\": \"40\", \"conditional_percentile\": 502.0}, {\"previous\": \"7\", \"conditional_percentile\": 494.0}, {\"previous\": \"24\", \"conditional_percentile\": 489.0}, {\"previous\": \"4\", \"conditional_percentile\": 485.0}, {\"previous\": \"12\", \"conditional_percentile\": 471.0}, {\"previous\": \"15\", \"conditional_percentile\": 469.0}, {\"previous\": \"0\", \"conditional_percentile\": 451.0}, {\"previous\": \"3\", \"conditional_percentile\": 439.0}, {\"previous\": \"8\", \"conditional_percentile\": 437.0}, {\"previous\": \"9\", \"conditional_percentile\": 432.0}, {\"previous\": \"1\", \"conditional_percentile\": 431.0}, {\"previous\": \"6\", \"conditional_percentile\": 426.0}, {\"previous\": \"27\", \"conditional_percentile\": 425.0}, {\"previous\": \"5\", \"conditional_percentile\": 422.0}, {\"previous\": \"2\", \"conditional_percentile\": 410.0}, {\"previous\": \"20\", \"conditional_percentile\": 405.0}, {\"previous\": \"11\", \"conditional_percentile\": 383.0}, {\"previous\": \"17\", \"conditional_percentile\": 381.0}, {\"previous\": \"19\", \"conditional_percentile\": 378.0}, {\"previous\": \"13\", \"conditional_percentile\": 362.0}, {\"previous\": \"35\", \"conditional_percentile\": 361.0}, {\"previous\": \"275\", \"conditional_percentile\": 349.0}, {\"previous\": \"14\", \"conditional_percentile\": 317.0}, {\"previous\": \"21\", \"conditional_percentile\": 304.0}, {\"previous\": \"16\", \"conditional_percentile\": 271.0}, {\"previous\": \"25\", \"conditional_percentile\": 267.0}, {\"previous\": \"22\", \"conditional_percentile\": 263.0}, {\"previous\": \"23\", \"conditional_percentile\": 261.0}, {\"previous\": \"29\", \"conditional_percentile\": 221.0}, {\"previous\": \"28\", \"conditional_percentile\": 174.0}, {\"previous\": \"37\", \"conditional_percentile\": 157.0}, {\"previous\": \"30\", \"conditional_percentile\": 136.0}, {\"previous\": \"51\", \"conditional_percentile\": 68.0}, {\"previous\": \"38\", \"conditional_percentile\": 57.0}, {\"previous\": \"32\", \"conditional_percentile\": 35.0}, {\"previous\": \"41\", \"conditional_percentile\": 23.0}, {\"previous\": \"26\", \"conditional_percentile\": 20.0}], \"row_count_returned\": 39, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 202.84}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..07f1700a98a90e7bb0a944b8435ce16f3fd3aeb0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:35:53.483085+00:00", + "ended_at": "2026-05-04T08:37:23.610474+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_37f538320388e9f8", + "problem_id": "v2p_m8_708ca740deb755e2", + "dataset_id": "m8", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=previous, measure_col=duration, condition_col=y.", + "bindings": { + "group_col": "previous", + "measure_col": "duration", + "condition_col": "y", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_37f538320388e9f8.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_37f538320388e9f8", + "api_calls": 0, + "input_tokens": 22710, + "cached_input_tokens": 19840, + "output_tokens": 1286, + "total_tokens": 23996, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2619, + "estimated_output_tokens": 324, + "estimated_total_tokens": 2943, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 89888.1, + "sql_execution_elapsed_ms_total": 202.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_37f538320388e9f8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..83b122385319be5e66a22de4a68fb49e724f1bc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:37:23.399243+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 89888.1, "started_at": "2026-05-04T08:35:53.491510+00:00", "ended_at": "2026-05-04T08:37:23.379487+00:00", "prompt_metrics": {"chars": 9448, "bytes_utf8": 9448, "lines": 305, "estimated_tokens": 2619}, "response_metrics": {"chars": 1092, "bytes_utf8": 1092, "lines": 1, "estimated_tokens": 324}, "usage": {"input_tokens": 22710, "cached_input_tokens": 19840, "output_tokens": 1286}, "stderr_preview": "2026-05-04T08:35:53.713342Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:35:56.253077Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.9\\n GROUP BY \\\"previous\\\"\\n)\\nSELECT\\n r.\\\"previous\\\",\\n r.\\\"duration_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"chosen\\\" AS c\\n ON r.\\\"previous\\\" = c.\\\"previous\\\"\\n AND r.\\\"rn\\\" = c.\\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite-compatible replacement for the planned 0.9 conditional quantile using a nearest-rank window-fun"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d16d90132c8926e1912acd1aef55d2a4726fd7c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_37f538320388e9f8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_37f538320388e9f8", + "api_calls": 0, + "input_tokens": 22710, + "cached_input_tokens": 19840, + "output_tokens": 1286, + "total_tokens": 23996, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2619, + "estimated_output_tokens": 324, + "estimated_total_tokens": 2943, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 89888.1, + "sql_execution_elapsed_ms_total": 202.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_37f538320388e9f8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..08bfddab9166f01fa91326cd4c32572b87c7f6b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8861, "bytes_utf8": 8861, "lines": 298, "estimated_tokens": 2485}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 271, "bytes_utf8": 271, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22576, "cached_input_tokens": 19840, "output_tokens": 87}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3f4fcd9bb946dad7308e3ea8608903ee1e7adb60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_39657a1a74ca2360", + "api_calls": 0, + "input_tokens": 22576, + "cached_input_tokens": 19840, + "output_tokens": 87, + "total_tokens": 22663, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2485, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2556, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10070.81, + "sql_execution_elapsed_ms_total": 28.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_39657a1a74ca2360\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3a640dac30ee59f3597a14331f50407c34c22f9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:08:41.539550+00:00", + "ended_at": "2026-05-04T08:08:51.610115+00:00", + "elapsed_ms": 10070.81, + "prompt_metrics": { + "chars": 8861, + "bytes_utf8": 8861, + "lines": 298, + "estimated_tokens": 2485 + }, + "stdout_metrics": { + "chars": 590, + "bytes_utf8": 590, + "lines": 4, + "estimated_tokens": 173 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13219 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 271, + "bytes_utf8": 271, + "lines": 1, + "estimated_tokens": 71 + }, + "usage": { + "input_tokens": 22576, + "cached_input_tokens": 19840, + "output_tokens": 87 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf56f5236adb41349d5b028290b87b19ed165cfc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=job.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "job", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b81a532b56e3c11686d0186c9c4081de53fd8c90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-45c8-72f1-af5d-7cbd00b32d77"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"job\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"job\\\" on the single table \\\"m8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22576,"cached_input_tokens":19840,"output_tokens":87}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..542c32092f426c5c842e9a99755985345fd3f498 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"job\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"job\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"job\" on the single table \"m8\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1b6c8a8b7ce3698b8be5d8a640f0bc241d48af0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:41.733564Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:44.322048Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:50.764242Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5803cc5ca22e3620ee7988ba96b149ab6f8c36a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=job. +Result preview: [{"job": "blue-collar", "row_count": 9732}, {"job": "management", "row_count": 9458}, {"job": "technician", "row_count": 7597}, {"job": "admin.", "row_count": 5171}, {"job": "services", "row_count": 4154}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ddad6707797e3d2da01aebc5a5b03748201528bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m8_39657a1a74ca2360 +-- problem_id: v2p_m8_dcbe47d67e76d620 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", COUNT(*) AS row_count +FROM "m8" +GROUP BY "job" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e7e3ec5a6b8ac40eb4fc3316bf79986237cc34f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"job\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"job\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"job\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"job\", \"row_count\"], \"rows\": [{\"job\": \"blue-collar\", \"row_count\": 9732}, {\"job\": \"management\", \"row_count\": 9458}, {\"job\": \"technician\", \"row_count\": 7597}, {\"job\": \"admin.\", \"row_count\": 5171}, {\"job\": \"services\", \"row_count\": 4154}, {\"job\": \"retired\", \"row_count\": 2264}, {\"job\": \"self-employed\", \"row_count\": 1579}, {\"job\": \"entrepreneur\", \"row_count\": 1487}, {\"job\": \"unemployed\", \"row_count\": 1303}, {\"job\": \"housemaid\", \"row_count\": 1240}, {\"job\": \"student\", \"row_count\": 938}, {\"job\": \"unknown\", \"row_count\": 288}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 28.68}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1449cd0fc9b8483227655cd9eecb96915e3c029f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:08:41.531390+00:00", + "ended_at": "2026-05-04T08:08:51.664536+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_39657a1a74ca2360", + "problem_id": "v2p_m8_dcbe47d67e76d620", + "dataset_id": "m8", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=job.", + "bindings": { + "group_col": "job", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_39657a1a74ca2360.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_39657a1a74ca2360", + "api_calls": 0, + "input_tokens": 22576, + "cached_input_tokens": 19840, + "output_tokens": 87, + "total_tokens": 22663, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2485, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2556, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10070.81, + "sql_execution_elapsed_ms_total": 28.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_39657a1a74ca2360\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d648ac61b7c286974c68ce8daafdf3b0415c20b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39657a1a74ca2360/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:51.628231+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10070.81, "started_at": "2026-05-04T08:08:41.539550+00:00", "ended_at": "2026-05-04T08:08:51.610115+00:00", "prompt_metrics": {"chars": 8861, "bytes_utf8": 8861, "lines": 298, "estimated_tokens": 2485}, "response_metrics": {"chars": 271, "bytes_utf8": 271, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22576, "cached_input_tokens": 19840, "output_tokens": 87}, "stderr_preview": "2026-05-04T08:08:41.733564Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:44.322048Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=housing.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "marital", + "group_col_2": "housing", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd8556d2ca973b8a058e1e6e530cf3311281c586 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df233-5130-7283-968a-0fd7d4d8b866"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"housing\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"housing\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"housing\\\"\\nLIMIT 19;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with group_col bound to \\\"marital\\\", group_col_2 bound to \\\"housing\\\", and top_k set to 19. Query is SQLite-compatible and uses only the provided single table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22680,"cached_input_tokens":21888,"output_tokens":142}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6f0b2599bcbedab8fba9fc379237bd136a48472 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"housing\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"housing\"\nORDER BY support ASC, \"marital\", \"housing\"\nLIMIT 19;","notes":"Used the provided Pairwise Sparse Slice Count template with group_col bound to \"marital\", group_col_2 bound to \"housing\", and top_k set to 19. Query is SQLite-compatible and uses only the provided single table and columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94eec3f3f08a3bb8a5c2998e99e414a4d3e59d6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:55:42.722414Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:55:45.139077Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:55:52.659956Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..debfd66e5f5b65c7f3ec1bd598b0050298c70123 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=housing. +Result preview: [{"marital": "divorced", "housing": "no", "support": 2300}, {"marital": "divorced", "housing": "yes", "support": 2907}, {"marital": "single", "housing": "no", "support": 5888}, {"marital": "single", "housing": "yes", "support": 6902}, {"marital": "married", "housing": "no", "support": 11893}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8cd57d747e997ce890b69a83e9937d46a80ed31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m8_3965b3e92db4d759 +-- problem_id: v2p_m8_e02fd23ed6cdbb91 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "housing", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "housing" +ORDER BY support ASC, "marital", "housing" +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6bed2b0fb42aabf06c96532fbcf5ef3589e0221c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"housing\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"housing\"\nORDER BY support ASC, \"marital\", \"housing\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"housing\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"housing\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"housing\\\"\\nLIMIT 19;\", \"columns\": [\"marital\", \"housing\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"housing\": \"no\", \"support\": 2300}, {\"marital\": \"divorced\", \"housing\": \"yes\", \"support\": 2907}, {\"marital\": \"single\", \"housing\": \"no\", \"support\": 5888}, {\"marital\": \"single\", \"housing\": \"yes\", \"support\": 6902}, {\"marital\": \"married\", \"housing\": \"no\", \"support\": 11893}, {\"marital\": \"married\", \"housing\": \"yes\", \"support\": 15321}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 41.07}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3b309bde94a29892df328d75e9330bdad8f94956 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:55:42.503311+00:00", + "ended_at": "2026-05-04T08:55:53.679637+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_3965b3e92db4d759", + "problem_id": "v2p_m8_e02fd23ed6cdbb91", + "dataset_id": "m8", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=housing.", + "bindings": { + "group_col": "marital", + "group_col_2": "housing", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=134" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_3965b3e92db4d759.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3965b3e92db4d759", + "api_calls": 0, + "input_tokens": 22680, + "cached_input_tokens": 21888, + "output_tokens": 142, + "total_tokens": 22822, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2591, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2712, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11105.05, + "sql_execution_elapsed_ms_total": 41.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_3965b3e92db4d759\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..742d0052338dbc8494cf52abb048540b3552c248 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3965b3e92db4d759/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:55:53.633003+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11105.05, "started_at": "2026-05-04T08:55:42.511221+00:00", "ended_at": "2026-05-04T08:55:53.615865+00:00", "prompt_metrics": {"chars": 9129, "bytes_utf8": 9129, "lines": 300, "estimated_tokens": 2591}, "response_metrics": {"chars": 472, "bytes_utf8": 472, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22680, "cached_input_tokens": 21888, "output_tokens": 142}, "stderr_preview": "2026-05-04T08:55:42.722414Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:55:45.139077Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=pdays, condition_col=education.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "y", + "measure_col": "pdays", + "condition_col": "education", + "condition_value": "secondary", + "positive_value": "secondary", + "negative_value": "tertiary", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ab695ff72303ddff039ea5b1705ea475767228a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,309 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=pdays, condition_col=education.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "y", + "measure_col": "pdays", + "condition_col": "education", + "condition_value": "secondary", + "positive_value": "secondary", + "negative_value": "tertiary", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"y\",\n CAST(\"pdays\" AS REAL) AS \"measure_value\"\n FROM \"m8\"\n WHERE \"education\" = 'secondary'\n AND \"pdays\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"y\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_prompt_attempt_3.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_prompt_attempt_3.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc8adb1885bb423d4ebbe005b6febc139e727438 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_prompt_attempt_3.txt @@ -0,0 +1,309 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=pdays, condition_col=education.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "y", + "measure_col": "pdays", + "condition_col": "education", + "condition_value": "secondary", + "positive_value": "secondary", + "negative_value": "tertiary", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"y\",\n CAST(\"pdays\" AS REAL) AS \"measure_value\"\n FROM \"m8\"\n WHERE \"education\" = 'secondary'\n AND \"pdays\" IS NOT NULL\n),\n\"counts\" AS (\n SELECT\n \"y\",\n COUNT(*) AS \"cnt\"\n FROM \"filtered\"\n GROUP BY \"y\"\n)\nSELECT\n \"counts\".\"y\",\n (\n SELECT \"f2\".\"measure_value\"\n FROM \"filtered\" AS \"f2\"\n WHERE \"f2\".\"y\" = \"counts\".\"y\"\n ORDER BY \"f2\".\"measure_value\"\n LIMIT 1 OFFSET CAST(((9 * \"counts\".\"cnt\") - 1) / 10 AS INTEGER)\n ) AS \"conditional_percentile\"\nFROM \"counts\"\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such column: counts.cnt", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8281d6fcc68c899ecd5eca258db75ac7059a4320 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df223-4280-7962-8979-2f8704c1be0f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"pdays\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"education\\\" = 'secondary'\\n AND \\\"pdays\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"y\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported PERCENTILE_CONT with a SQLite-compatible nearest-rank 90th percentile using window functions. Applied the fixed bindings group_col=y, measure_col=pdays, condition_col=education, and condition_value='secondary', with CAST on \\\"pdays\\\" because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22713,"cached_input_tokens":21888,"output_tokens":398}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa4ba1cdddf6357cf3776be3f8cbfdd29205538c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"y\",\n CAST(\"pdays\" AS REAL) AS \"measure_value\"\n FROM \"m8\"\n WHERE \"education\" = 'secondary'\n AND \"pdays\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"y\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported PERCENTILE_CONT with a SQLite-compatible nearest-rank 90th percentile using window functions. Applied the fixed bindings group_col=y, measure_col=pdays, condition_col=education, and condition_value='secondary', with CAST on \"pdays\" because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba36260db9dbf34d7277d711c0a2f5901bc0fb91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df223-8ac7-7bb1-b04b-6f369e77544e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"pdays\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"education\\\" = 'secondary'\\n AND \\\"pdays\\\" IS NOT NULL\\n),\\n\\\"counts\\\" AS (\\n SELECT\\n \\\"y\\\",\\n COUNT(*) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT\\n \\\"counts\\\".\\\"y\\\",\\n (\\n SELECT \\\"f2\\\".\\\"measure_value\\\"\\n FROM \\\"filtered\\\" AS \\\"f2\\\"\\n WHERE \\\"f2\\\".\\\"y\\\" = \\\"counts\\\".\\\"y\\\"\\n ORDER BY \\\"f2\\\".\\\"measure_value\\\"\\n LIMIT 1 OFFSET CAST(((9 * \\\"counts\\\".\\\"cnt\\\") - 1) / 10 AS INTEGER)\\n ) AS \\\"conditional_percentile\\\"\\nFROM \\\"counts\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL-based percentile selection with a SQLite-compatible correlated subquery that picks the 90th-percentile nearest-rank value within each \\\"y\\\" group after filtering \\\"education\\\" = 'secondary'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22952,"cached_input_tokens":21888,"output_tokens":906}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8027e7a201d81629b05546f9f9f7cba3f0ea5f81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"y\",\n CAST(\"pdays\" AS REAL) AS \"measure_value\"\n FROM \"m8\"\n WHERE \"education\" = 'secondary'\n AND \"pdays\" IS NOT NULL\n),\n\"counts\" AS (\n SELECT\n \"y\",\n COUNT(*) AS \"cnt\"\n FROM \"filtered\"\n GROUP BY \"y\"\n)\nSELECT\n \"counts\".\"y\",\n (\n SELECT \"f2\".\"measure_value\"\n FROM \"filtered\" AS \"f2\"\n WHERE \"f2\".\"y\" = \"counts\".\"y\"\n ORDER BY \"f2\".\"measure_value\"\n LIMIT 1 OFFSET CAST(((9 * \"counts\".\"cnt\") - 1) / 10 AS INTEGER)\n ) AS \"conditional_percentile\"\nFROM \"counts\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported CEIL-based percentile selection with a SQLite-compatible correlated subquery that picks the 90th-percentile nearest-rank value within each \"y\" group after filtering \"education\" = 'secondary'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_response_attempt_3.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_response_attempt_3.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..686a8451b9d6234b25b781348e7eb2934bb6a42d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_response_attempt_3.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df223-eb8c-76a1-b235-bfb55a893feb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"pdays\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"education\\\" = 'secondary'\\n AND \\\"pdays\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced the correlated OFFSET-based percentile emulation with a window-function ranking approach that is valid in SQLite and preserves the intended grouping, filtering, and 0.9 quantile logic.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22970,"cached_input_tokens":21888,"output_tokens":614}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_response_attempt_3.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_response_attempt_3.txt new file mode 100644 index 0000000000000000000000000000000000000000..b08e3f742c13b69d615c08ddb1dcb248b03a6b7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_response_attempt_3.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"y\",\n CAST(\"pdays\" AS REAL) AS \"measure_value\"\n FROM \"m8\"\n WHERE \"education\" = 'secondary'\n AND \"pdays\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((\"cnt\" - 1) * 0.9) AS INTEGER) + 1\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced the correlated OFFSET-based percentile emulation with a window-function ranking approach that is valid in SQLite and preserves the intended grouping, filtering, and 0.9 quantile logic."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..913c994d9ea5a6bba0811243ff2881d85a9b6a35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:38:10.357115Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:38:12.733773Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:38:27.871184Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..44516d094cb758ba783d25df893f8cab169839a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:38:28.881647Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:38:31.251071Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:38:52.557149Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_stderr_attempt_3.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_stderr_attempt_3.txt new file mode 100644 index 0000000000000000000000000000000000000000..5515824097c896b89ca5940b7cc5da35c0e6d1d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/cli/sql_stderr_attempt_3.txt @@ -0,0 +1,57 @@ +2026-05-04T08:38:53.663248Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:38:56.154442Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:39:16.562068Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dfd06f136a9fb30fa5115e520af04f62a5804a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=pdays, condition_col=education. +Result preview: [{"y": "yes", "conditional_percentile": 254.0}, {"y": "no", "conditional_percentile": 190.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f7c8aafbe117c557cea38ebabc20c1fa748d8e9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/generated_sql.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_39d9e22b8dcb347e +-- problem_id: v2p_m8_a5fe6c861a75129c +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "y", + CAST("pdays" AS REAL) AS "measure_value" + FROM "m8" + WHERE "education" = 'secondary' + AND "pdays" IS NOT NULL +), "ranked" AS ( + SELECT + "y", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY "measure_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "y" + ) AS "cnt" + FROM "filtered" +) +SELECT + "y", + "measure_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b60a0b250dcc638491e3532f29cfeee9413be087 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 3, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"y\",\n CAST(\"pdays\" AS REAL) AS \"measure_value\"\n FROM \"m8\"\n WHERE \"education\" = 'secondary'\n AND \"pdays\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((\"cnt\" - 1) * 0.9) AS INTEGER) + 1\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"pdays\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"education\\\" = 'secondary'\\n AND \\\"pdays\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"y\", \"conditional_percentile\"], \"rows\": [{\"y\": \"yes\", \"conditional_percentile\": 254.0}, {\"y\": \"no\", \"conditional_percentile\": 190.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 91.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e18c3df8ca8d7b67a6dc10e679572b56806d325c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:38:10.102830+00:00", + "ended_at": "2026-05-04T08:39:17.776330+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_39d9e22b8dcb347e", + "problem_id": "v2p_m8_a5fe6c861a75129c", + "dataset_id": "m8", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=pdays, condition_col=education.", + "bindings": { + "group_col": "y", + "measure_col": "pdays", + "condition_col": "education", + "condition_value": "secondary", + "positive_value": "secondary", + "negative_value": "tertiary", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_39d9e22b8dcb347e.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_39d9e22b8dcb347e", + "api_calls": 0, + "input_tokens": 68635, + "cached_input_tokens": 65664, + "output_tokens": 1918, + "total_tokens": 70553, + "cost_usd": 0.0, + "ai_cli_calls": 3, + "estimated_input_tokens": 8362, + "estimated_output_tokens": 787, + "estimated_total_tokens": 9149, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 67446.1, + "sql_execution_elapsed_ms_total": 91.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_39d9e22b8dcb347e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..909f27b579f4e1b76e189d686359ef0bb257ab38 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_39d9e22b8dcb347e/trace.jsonl @@ -0,0 +1,5 @@ +{"timestamp": "2026-05-04T08:38:28.661171+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18488.52, "started_at": "2026-05-04T08:38:10.154641+00:00", "ended_at": "2026-05-04T08:38:28.643328+00:00", "prompt_metrics": {"chars": 9462, "bytes_utf8": 9462, "lines": 305, "estimated_tokens": 2622}, "response_metrics": {"chars": 979, "bytes_utf8": 979, "lines": 1, "estimated_tokens": 272}, "usage": {"input_tokens": 22713, "cached_input_tokens": 21888, "output_tokens": 398}, "stderr_preview": "2026-05-04T08:38:10.357115Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:38:12.733773Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=job, measure_col=day.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "job", + "measure_col": "day", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b483236f190fb4225a57d18ebf4acbb3ad4b2ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22f-b51a-73e3-a1dc-8ff61ec05b75"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"job\\\", SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nHAVING SUM(CAST(\\\"day\\\" AS REAL)) > 21.0\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"job\\\", measure_col=\\\"day\\\", measure_threshold=21.0, and top_k=11. CAST is applied because the schema stores \\\"day\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":21888,"output_tokens":196}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7160a20ec4d2dea5d5656516872639f53124cb82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"job\", SUM(CAST(\"day\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"job\"\nHAVING SUM(CAST(\"day\" AS REAL)) > 21.0\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"job\", measure_col=\"day\", measure_threshold=21.0, and top_k=11. CAST is applied because the schema stores \"day\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a5440223a2d3795545c9373d3244d9ac508059b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:51:46.162449Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:51:48.553027Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:51:57.180148Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..99e4866449fc17b4d2b849faf28b85e9462b4a94 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=job, measure_col=day. +Result preview: [{"job": "management", "total_measure": 152408.0}, {"job": "blue-collar", "total_measure": 150287.0}, {"job": "technician", "total_measure": 124656.0}, {"job": "admin.", "total_measure": 80483.0}, {"job": "services", "total_measure": 64950.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aaea3504254ab7ccd7f0294f8db075e75713533d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_3a0dc53c422de09c +-- problem_id: v2p_m8_a787beb05fe7ab9a +-- realization_mode: agent +-- source_kind: agent +SELECT "job", SUM(CAST("day" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "job" +HAVING SUM(CAST("day" AS REAL)) > 21.0 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d450431ef2a902d9502d4dbbb00489c23943347b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"job\", SUM(CAST(\"day\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"job\"\nHAVING SUM(CAST(\"day\" AS REAL)) > 21.0\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"job\\\", SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nHAVING SUM(CAST(\\\"day\\\" AS REAL)) > 21.0\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"job\", \"total_measure\"], \"rows\": [{\"job\": \"management\", \"total_measure\": 152408.0}, {\"job\": \"blue-collar\", \"total_measure\": 150287.0}, {\"job\": \"technician\", \"total_measure\": 124656.0}, {\"job\": \"admin.\", \"total_measure\": 80483.0}, {\"job\": \"services\", \"total_measure\": 64950.0}, {\"job\": \"retired\", \"total_measure\": 34955.0}, {\"job\": \"self-employed\", \"total_measure\": 25308.0}, {\"job\": \"entrepreneur\", \"total_measure\": 23349.0}, {\"job\": \"unemployed\", \"total_measure\": 20194.0}, {\"job\": \"housemaid\", \"total_measure\": 19843.0}, {\"job\": \"student\", \"total_measure\": 13974.0}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 40.17}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..28ad246bfaa7892245d64ab08188985aed5e9dec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:51:45.899468+00:00", + "ended_at": "2026-05-04T08:51:58.140325+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_3a0dc53c422de09c", + "problem_id": "v2p_m8_a787beb05fe7ab9a", + "dataset_id": "m8", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=job, measure_col=day.", + "bindings": { + "group_col": "job", + "measure_col": "day", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=121" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_3a0dc53c422de09c.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3a0dc53c422de09c", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 196, + "total_tokens": 22838, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2674, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12162.84, + "sql_execution_elapsed_ms_total": 40.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_3a0dc53c422de09c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..61ffa0a7ed82165521cbe5064b30ba303acc17cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:51:58.091328+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12162.84, "started_at": "2026-05-04T08:51:45.906868+00:00", "ended_at": "2026-05-04T08:51:58.069292+00:00", "prompt_metrics": {"chars": 9109, "bytes_utf8": 9109, "lines": 300, "estimated_tokens": 2553}, "response_metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 196}, "stderr_preview": "2026-05-04T08:51:46.162449Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:51:48.553027Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 21.0\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"job\\\", measure_col=\\\"day\\\", measure_threshold=21.0, and top_k=11. CAST is applied because the schema stores \\\"day\\\" as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3076e5a607845ac6da8c2c6e33ead41cffa4bce1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a0dc53c422de09c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3a0dc53c422de09c", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 196, + "total_tokens": 22838, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2674, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12162.84, + "sql_execution_elapsed_ms_total": 40.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_3a0dc53c422de09c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad837aa14799f4c69e834c4de3662535e77d9f43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9123, "bytes_utf8": 9123, "lines": 300, "estimated_tokens": 2590}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22679, "cached_input_tokens": 21888, "output_tokens": 129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5e08104c8703bc5611af20ab035234a47ed21660 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3a18bbf0a28da91e", + "api_calls": 0, + "input_tokens": 22679, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 22808, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2590, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2703, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13922.43, + "sql_execution_elapsed_ms_total": 54.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_3a18bbf0a28da91e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8d38183465435a72313f67a08ad8fb0ac0972a04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:56:56.234135+00:00", + "ended_at": "2026-05-04T08:57:10.156874+00:00", + "elapsed_ms": 13922.43, + "prompt_metrics": { + "chars": 9123, + "bytes_utf8": 9123, + "lines": 300, + "estimated_tokens": 2590 + }, + "stdout_metrics": { + "chars": 754, + "bytes_utf8": 754, + "lines": 4, + "estimated_tokens": 220 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13238 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 422, + "bytes_utf8": 422, + "lines": 1, + "estimated_tokens": 113 + }, + "usage": { + "input_tokens": 22679, + "cached_input_tokens": 21888, + "output_tokens": 129 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..261580b7ea62af36137e7834ac63e377eb175dda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=month.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "marital", + "group_col_2": "month", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d95194de788b18f2e0f1bcb66fc484d361ab334e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df234-7129-7e13-8192-abf050fe76d7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"month\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"month\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"month\\\"\\nLIMIT 18;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=marital, group_col_2=month, and top_k=18. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22679,"cached_input_tokens":21888,"output_tokens":129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffc9c1395e8e674e9f0280b255f0ee5769742db0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"month\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"month\"\nORDER BY support ASC, \"marital\", \"month\"\nLIMIT 18;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=marital, group_col_2=month, and top_k=18. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..470afa0abc623886fff37f4f12d6da48b5a5de0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:56:56.418596Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:57:00.120260Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:57:09.219465Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc34b02b27f7e8c1c6c39c11a66e2d6c26d3b47d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=month. +Result preview: [{"marital": "divorced", "month": "dec", "support": 22}, {"marital": "divorced", "month": "mar", "support": 48}, {"marital": "divorced", "month": "sep", "support": 54}, {"marital": "single", "month": "dec", "support": 71}, {"marital": "divorced", "month": "oct", "support": 79}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..916669121e501c9fe992c4534862a9c5217931af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m8_3a18bbf0a28da91e +-- problem_id: v2p_m8_af682f517d070793 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "month", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "month" +ORDER BY support ASC, "marital", "month" +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef04801d6761acb3130e9b5af3fbbf59bef687b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"month\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"month\"\nORDER BY support ASC, \"marital\", \"month\"\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"month\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"month\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"month\\\"\\nLIMIT 18;\", \"columns\": [\"marital\", \"month\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"month\": \"dec\", \"support\": 22}, {\"marital\": \"divorced\", \"month\": \"mar\", \"support\": 48}, {\"marital\": \"divorced\", \"month\": \"sep\", \"support\": 54}, {\"marital\": \"single\", \"month\": \"dec\", \"support\": 71}, {\"marital\": \"divorced\", \"month\": \"oct\", \"support\": 79}, {\"marital\": \"married\", \"month\": \"dec\", \"support\": 121}, {\"marital\": \"divorced\", \"month\": \"jan\", \"support\": 167}, {\"marital\": \"single\", \"month\": \"mar\", \"support\": 183}, {\"marital\": \"single\", \"month\": \"sep\", \"support\": 207}, {\"marital\": \"single\", \"month\": \"oct\", \"support\": 242}, {\"marital\": \"married\", \"month\": \"mar\", \"support\": 246}, {\"marital\": \"divorced\", \"month\": \"apr\", \"support\": 270}, {\"marital\": \"divorced\", \"month\": \"feb\", \"support\": 301}, {\"marital\": \"married\", \"month\": \"sep\", \"support\": 318}, {\"marital\": \"married\", \"month\": \"oct\", \"support\": 417}, {\"marital\": \"divorced\", \"month\": \"nov\", \"support\": 495}, {\"marital\": \"single\", \"month\": \"jan\", \"support\": 537}, {\"marital\": \"divorced\", \"month\": \"aug\", \"support\": 582}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 54.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6b1c537d86067a00e1aac468a760c6dc501cef5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:56:56.225127+00:00", + "ended_at": "2026-05-04T08:57:10.239650+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_3a18bbf0a28da91e", + "problem_id": "v2p_m8_af682f517d070793", + "dataset_id": "m8", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=month.", + "bindings": { + "group_col": "marital", + "group_col_2": "month", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=138" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_3a18bbf0a28da91e.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3a18bbf0a28da91e", + "api_calls": 0, + "input_tokens": 22679, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 22808, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2590, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2703, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13922.43, + "sql_execution_elapsed_ms_total": 54.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_3a18bbf0a28da91e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..635f0ba1dbd6436e0ffeaa37d89364e9a03ace5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:57:10.176436+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13922.43, "started_at": "2026-05-04T08:56:56.234135+00:00", "ended_at": "2026-05-04T08:57:10.156874+00:00", "prompt_metrics": {"chars": 9123, "bytes_utf8": 9123, "lines": 300, "estimated_tokens": 2590}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22679, "cached_input_tokens": 21888, "output_tokens": 129}, "stderr_preview": "2026-05-04T08:56:56.418596Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:57:00.120260Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3b818a84b46df65e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3b818a84b46df65e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e4032134875e3fbe5a8d5c9b391e65848eba1a02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3b818a84b46df65e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_3b818a84b46df65e\n-- problem_id: v2p_m8_be4c3afe59575363\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"pdays\",\n COUNT(*) AS support,\n AVG(\"age\") AS avg_response\nFROM \"m8\"\nGROUP BY \"pdays\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_3b818a84b46df65e\\n-- problem_id: v2p_m8_be4c3afe59575363\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"pdays\\\",\\n COUNT(*) AS support,\\n AVG(\\\"age\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"pdays\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"pdays\", \"support\", \"avg_response\"], \"rows\": [{\"pdays\": \"-1\", \"support\": 36954, \"avg_response\": 40.93242950695459}, {\"pdays\": \"182\", \"support\": 167, \"avg_response\": 43.02395209580838}, {\"pdays\": \"92\", \"support\": 147, \"avg_response\": 44.40816326530612}, {\"pdays\": \"91\", \"support\": 126, \"avg_response\": 44.666666666666664}, {\"pdays\": \"183\", \"support\": 126, \"avg_response\": 43.53174603174603}, {\"pdays\": \"181\", \"support\": 117, \"avg_response\": 47.85470085470085}, {\"pdays\": \"370\", \"support\": 99, \"avg_response\": 39.73737373737374}, {\"pdays\": \"184\", \"support\": 85, \"avg_response\": 43.63529411764706}, {\"pdays\": \"364\", \"support\": 77, \"avg_response\": 39.02597402597402}, {\"pdays\": \"95\", \"support\": 74, \"avg_response\": 41.5945945945946}, {\"pdays\": \"350\", \"support\": 73, \"avg_response\": 39.9041095890411}, {\"pdays\": \"94\", \"support\": 72, \"avg_response\": 43.81944444444444}, {\"pdays\": \"175\", \"support\": 71, \"avg_response\": 39.225352112676056}, {\"pdays\": \"185\", \"support\": 68, \"avg_response\": 43.544117647058826}, {\"pdays\": \"93\", \"support\": 65, \"avg_response\": 40.8}, {\"pdays\": \"343\", \"support\": 65, \"avg_response\": 39.38461538461539}, {\"pdays\": \"188\", \"support\": 64, \"avg_response\": 47.484375}, {\"pdays\": \"186\", \"support\": 60, \"avg_response\": 47.18333333333333}, {\"pdays\": \"189\", \"support\": 60, \"avg_response\": 46.63333333333333}, {\"pdays\": \"96\", \"support\": 57, \"avg_response\": 41.70175438596491}, {\"pdays\": \"174\", \"support\": 57, \"avg_response\": 40.92982456140351}, {\"pdays\": \"349\", \"support\": 57, \"avg_response\": 36.19298245614035}, {\"pdays\": \"363\", \"support\": 55, \"avg_response\": 39.18181818181818}, {\"pdays\": \"90\", \"support\": 54, \"avg_response\": 46.907407407407405}, {\"pdays\": \"97\", \"support\": 54, \"avg_response\": 43.407407407407405}, {\"pdays\": \"196\", \"support\": 51, \"avg_response\": 42.294117647058826}, {\"pdays\": \"365\", \"support\": 51, \"avg_response\": 38.80392156862745}, {\"pdays\": \"98\", \"support\": 49, \"avg_response\": 42.265306122448976}, {\"pdays\": \"368\", \"support\": 49, \"avg_response\": 40.3469387755102}, {\"pdays\": \"342\", \"support\": 49, \"avg_response\": 38.857142857142854}, {\"pdays\": \"357\", \"support\": 49, \"avg_response\": 38.59183673469388}, {\"pdays\": \"351\", \"support\": 48, \"avg_response\": 37.708333333333336}, {\"pdays\": \"345\", \"support\": 48, \"avg_response\": 34.729166666666664}, {\"pdays\": \"178\", \"support\": 47, \"avg_response\": 41.255319148936174}, {\"pdays\": \"347\", \"support\": 47, \"avg_response\": 38.87234042553192}, {\"pdays\": \"367\", \"support\": 47, \"avg_response\": 37.212765957446805}, {\"pdays\": \"190\", \"support\": 46, \"avg_response\": 47.54347826086956}, {\"pdays\": \"195\", \"support\": 45, \"avg_response\": 42.13333333333333}, {\"pdays\": \"104\", \"support\": 45, \"avg_response\": 41.666666666666664}, {\"pdays\": \"180\", \"support\": 45, \"avg_response\": 41.666666666666664}, {\"pdays\": \"99\", \"support\": 45, \"avg_response\": 40.955555555555556}, {\"pdays\": \"356\", \"support\": 45, \"avg_response\": 35.4}, {\"pdays\": \"172\", \"support\": 44, \"avg_response\": 42.34090909090909}, {\"pdays\": \"344\", \"support\": 44, \"avg_response\": 38.88636363636363}, {\"pdays\": \"371\", \"support\": 44, \"avg_response\": 38.75}, {\"pdays\": \"187\", \"support\": 43, \"avg_response\": 48.13953488372093}, {\"pdays\": \"87\", \"support\": 43, \"avg_response\": 42.627906976744185}, {\"pdays\": \"150\", \"support\": 43, \"avg_response\": 41.116279069767444}, {\"pdays\": \"170\", \"support\": 43, \"avg_response\": 40.02325581395349}, {\"pdays\": \"179\", \"support\": 43, \"avg_response\": 39.30232558139535}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 29.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3b818a84b46df65e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3b818a84b46df65e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..726f5f95b7bfa18fda77688bdf0252de32981273 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3b818a84b46df65e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.870934+00:00", + "ended_at": "2026-05-04T08:57:11.903926+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_3b818a84b46df65e", + "problem_id": "v2p_m8_be4c3afe59575363", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=age, key_col=pdays.", + "bindings": { + "key_col": "pdays", + "measure_col": "age", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=17", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 17, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_3b818a84b46df65e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3b818a84b46df65e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3b818a84b46df65e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3b818a84b46df65e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..20fbe2656b52d0ad0fd11fc80af6603e43e4953c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9363, "bytes_utf8": 9363, "lines": 302, "estimated_tokens": 2626}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 595, "bytes_utf8": 595, "lines": 1, "estimated_tokens": 152}, "usage": {"input_tokens": 22717, "cached_input_tokens": 21888, "output_tokens": 280}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..039c0b72471dffd8c1d1281c15d3f8f3b693a2d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3c13344c8c01856b", + "api_calls": 0, + "input_tokens": 22717, + "cached_input_tokens": 21888, + "output_tokens": 280, + "total_tokens": 22997, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2626, + "estimated_output_tokens": 152, + "estimated_total_tokens": 2778, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13513.23, + "sql_execution_elapsed_ms_total": 47.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_3c13344c8c01856b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..05afe1473d12412437bf6750bdf5f85071734570 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:31:21.475676+00:00", + "ended_at": "2026-05-04T08:31:34.989708+00:00", + "elapsed_ms": 13513.23, + "prompt_metrics": { + "chars": 9363, + "bytes_utf8": 9363, + "lines": 302, + "estimated_tokens": 2626 + }, + "stdout_metrics": { + "chars": 949, + "bytes_utf8": 949, + "lines": 4, + "estimated_tokens": 275 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13213 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 595, + "bytes_utf8": 595, + "lines": 1, + "estimated_tokens": 152 + }, + "usage": { + "input_tokens": 22717, + "cached_input_tokens": 21888, + "output_tokens": 280 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84e457570656a674bf0a4effdc0eefa61bfa5af2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=education, measure_col=balance.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "education", + "measure_col": "balance", + "item_col": "day", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..68a8b090b522c46f11ca6d695813e2ef7ef43d76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21d-0648-7d03-bd29-aaa11565fec8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"education\\\", \\\"day\\\",\\n SUM(CAST(\\\"balance\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"balance\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"balance\\\" AS REAL))) OVER (PARTITION BY \\\"education\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"day\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"education\\\", item_col=\\\"day\\\", and measure_col=\\\"balance\\\". Cast \\\"balance\\\" to REAL for SQLite numeric aggregation because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22717,"cached_input_tokens":21888,"output_tokens":280}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18485dcfdca9e3821cbea1a9c5fb4abd6a4b0d3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"education\", \"day\",\n SUM(CAST(\"balance\" AS REAL)) AS total_measure,\n SUM(CAST(\"balance\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"balance\" AS REAL))) OVER (PARTITION BY \"education\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"education\", \"day\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"education\", item_col=\"day\", and measure_col=\"balance\". Cast \"balance\" to REAL for SQLite numeric aggregation because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed99dae59acbbc9f76e8290b0f92b3513846c357 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:31:21.765941Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:31:24.194450Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:31:33.986003Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d56c9d94169e7d00ecdd224bd2f54b92f854c0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=education, measure_col=balance. +Result preview: [{"education": "unknown", "day": "6", "total_measure": 275743.0, "share_within_group": 9.725756679551196}, {"education": "secondary", "day": "20", "total_measure": 2505898.0, "share_within_group": 9.351920602918156}, {"education": "primary", "day": "20", "total_measure": 793958.0, "share_within_group": 9.264108501751055}, {"education": "unknown", "day": "20", "total_measure": 226030.0, "share_within_group": 7.972324890492078}, {"education": "tertiary", "day": "21", "total_measure": 1834394.0, "share_within_group": 7.843079073622613}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9450edbd57380beb97a6256e083300bdf4863c76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_3c13344c8c01856b +-- problem_id: v2p_m8_773bb209180934b8 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "day", + SUM(CAST("balance" AS REAL)) AS total_measure, + SUM(CAST("balance" AS REAL)) * 100.0 / SUM(SUM(CAST("balance" AS REAL))) OVER (PARTITION BY "education") AS share_within_group +FROM "m8" +GROUP BY "education", "day" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..528b65cbcebe7ecb8ecb4a93da422bb7eb2930c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"education\", \"day\",\n SUM(CAST(\"balance\" AS REAL)) AS total_measure,\n SUM(CAST(\"balance\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"balance\" AS REAL))) OVER (PARTITION BY \"education\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"education\", \"day\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"education\\\", \\\"day\\\",\\n SUM(CAST(\\\"balance\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"balance\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"balance\\\" AS REAL))) OVER (PARTITION BY \\\"education\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"day\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"education\", \"day\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"education\": \"unknown\", \"day\": \"6\", \"total_measure\": 275743.0, \"share_within_group\": 9.725756679551196}, {\"education\": \"secondary\", \"day\": \"20\", \"total_measure\": 2505898.0, \"share_within_group\": 9.351920602918156}, {\"education\": \"primary\", \"day\": \"20\", \"total_measure\": 793958.0, \"share_within_group\": 9.264108501751055}, {\"education\": \"unknown\", \"day\": \"20\", \"total_measure\": 226030.0, \"share_within_group\": 7.972324890492078}, {\"education\": \"tertiary\", \"day\": \"21\", \"total_measure\": 1834394.0, \"share_within_group\": 7.843079073622613}, {\"education\": \"tertiary\", \"day\": \"20\", \"total_measure\": 1807734.0, \"share_within_group\": 7.7290923902259285}, {\"education\": \"secondary\", \"day\": \"21\", \"total_measure\": 1642259.0, \"share_within_group\": 6.128851125396073}, {\"education\": \"primary\", \"day\": \"6\", \"total_measure\": 512748.0, \"share_within_group\": 5.982877061577376}, {\"education\": \"secondary\", \"day\": \"18\", \"total_measure\": 1601150.0, \"share_within_group\": 5.975433825862987}, {\"education\": \"tertiary\", \"day\": \"18\", \"total_measure\": 1385202.0, \"share_within_group\": 5.922527449904542}, {\"education\": \"primary\", \"day\": \"14\", \"total_measure\": 490405.0, \"share_within_group\": 5.722173124776407}, {\"education\": \"primary\", \"day\": \"19\", \"total_measure\": 472092.0, \"share_within_group\": 5.508492276428551}, {\"education\": \"unknown\", \"day\": \"19\", \"total_measure\": 154442.0, \"share_within_group\": 5.44733796724938}, {\"education\": \"primary\", \"day\": \"21\", \"total_measure\": 453944.0, \"share_within_group\": 5.296736691007435}, {\"education\": \"unknown\", \"day\": \"29\", \"total_measure\": 145383.0, \"share_within_group\": 5.127817146194796}, {\"education\": \"secondary\", \"day\": \"19\", \"total_measure\": 1355180.0, \"share_within_group\": 5.057482691898325}, {\"education\": \"tertiary\", \"day\": \"19\", \"total_measure\": 1155526.0, \"share_within_group\": 4.9405317448851465}, {\"education\": \"unknown\", \"day\": \"30\", \"total_measure\": 138008.0, \"share_within_group\": 4.867692843812904}, {\"education\": \"primary\", \"day\": \"15\", \"total_measure\": 397757.0, \"share_within_group\": 4.641132157281612}, {\"education\": \"unknown\", \"day\": \"18\", \"total_measure\": 129980.0, \"share_within_group\": 4.584536518454011}, {\"education\": \"primary\", \"day\": \"9\", \"total_measure\": 389806.0, \"share_within_group\": 4.5483578207330515}, {\"education\": \"unknown\", \"day\": \"5\", \"total_measure\": 126396.0, \"share_within_group\": 4.458124925269374}, {\"education\": \"secondary\", \"day\": \"14\", \"total_measure\": 1189218.0, \"share_within_group\": 4.438118517019098}, {\"education\": \"primary\", \"day\": \"18\", \"total_measure\": 375427.0, \"share_within_group\": 4.38057990786275}, {\"education\": \"tertiary\", \"day\": \"17\", \"total_measure\": 1012416.0, \"share_within_group\": 4.328654990912918}, {\"education\": \"primary\", \"day\": \"16\", \"total_measure\": 369571.0, \"share_within_group\": 4.312250576353711}, {\"education\": \"secondary\", \"day\": \"17\", \"total_measure\": 1154997.0, \"share_within_group\": 4.310406984086608}, {\"education\": \"primary\", \"day\": \"11\", \"total_measure\": 354623.0, \"share_within_group\": 4.137833423451196}, {\"education\": \"primary\", \"day\": \"17\", \"total_measure\": 347361.0, \"share_within_group\": 4.053098518154296}, {\"education\": \"unknown\", \"day\": \"17\", \"total_measure\": 113741.0, \"share_within_group\": 4.011769257927972}, {\"education\": \"unknown\", \"day\": \"23\", \"total_measure\": 112984.0, \"share_within_group\": 3.985069041398739}, {\"education\": \"secondary\", \"day\": \"15\", \"total_measure\": 1065304.0, \"share_within_group\": 3.975675955673824}, {\"education\": \"primary\", \"day\": \"13\", \"total_measure\": 336123.0, \"share_within_group\": 3.9219706104530343}, {\"education\": \"tertiary\", \"day\": \"5\", \"total_measure\": 889560.0, \"share_within_group\": 3.8033756219938204}, {\"education\": \"unknown\", \"day\": \"16\", \"total_measure\": 107137.0, \"share_within_group\": 3.7788389673611897}, {\"education\": \"secondary\", \"day\": \"30\", \"total_measure\": 997716.0, \"share_within_group\": 3.723439986887372}, {\"education\": \"secondary\", \"day\": \"6\", \"total_measure\": 993395.0, \"share_within_group\": 3.7073141713413245}, {\"education\": \"primary\", \"day\": \"5\", \"total_measure\": 315798.0, \"share_within_group\": 3.6848132226591077}, {\"education\": \"tertiary\", \"day\": \"14\", \"total_measure\": 861112.0, \"share_within_group\": 3.681744220295812}, {\"education\": \"tertiary\", \"day\": \"8\", \"total_measure\": 856179.0, \"share_within_group\": 3.6606528358548576}, {\"education\": \"tertiary\", \"day\": \"12\", \"total_measure\": 834576.0, \"share_within_group\": 3.5682877075195765}, {\"education\": \"secondary\", \"day\": \"13\", \"total_measure\": 955549.0, \"share_within_group\": 3.56607426966215}, {\"education\": \"primary\", \"day\": \"12\", \"total_measure\": 303373.0, \"share_within_group\": 3.5398350901454774}, {\"education\": \"unknown\", \"day\": \"4\", \"total_measure\": 99963.0, \"share_within_group\": 3.5258041544408245}, {\"education\": \"tertiary\", \"day\": \"30\", \"total_measure\": 813307.0, \"share_within_group\": 3.477350619403894}, {\"education\": \"secondary\", \"day\": \"7\", \"total_measure\": 929285.0, \"share_within_group\": 3.4680579726241048}, {\"education\": \"secondary\", \"day\": \"12\", \"total_measure\": 927572.0, \"share_within_group\": 3.4616651186480856}, {\"education\": \"secondary\", \"day\": \"5\", \"total_measure\": 924530.0, \"share_within_group\": 3.4503124847922475}, {\"education\": \"secondary\", \"day\": \"29\", \"total_measure\": 898867.0, \"share_within_group\": 3.354539097993308}, {\"education\": \"secondary\", \"day\": \"28\", \"total_measure\": 889148.0, \"share_within_group\": 3.318268141897026}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 47.85}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0657e8cb5f50182db6fa75cd8f348f1aeccd58db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:31:21.465942+00:00", + "ended_at": "2026-05-04T08:31:35.063089+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_3c13344c8c01856b", + "problem_id": "v2p_m8_773bb209180934b8", + "dataset_id": "m8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=education, measure_col=balance.", + "bindings": { + "group_col": "education", + "measure_col": "balance", + "item_col": "day", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_3c13344c8c01856b.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3c13344c8c01856b", + "api_calls": 0, + "input_tokens": 22717, + "cached_input_tokens": 21888, + "output_tokens": 280, + "total_tokens": 22997, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2626, + "estimated_output_tokens": 152, + "estimated_total_tokens": 2778, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13513.23, + "sql_execution_elapsed_ms_total": 47.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_3c13344c8c01856b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4fc1b9a90c940c4f131a7d7618c42e9165d2b0f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c13344c8c01856b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:31:35.007451+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13513.23, "started_at": "2026-05-04T08:31:21.475676+00:00", "ended_at": "2026-05-04T08:31:34.989708+00:00", "prompt_metrics": {"chars": 9363, "bytes_utf8": 9363, "lines": 302, "estimated_tokens": 2626}, "response_metrics": {"chars": 595, "bytes_utf8": 595, "lines": 1, "estimated_tokens": 152}, "usage": {"input_tokens": 22717, "cached_input_tokens": 21888, "output_tokens": 280}, "stderr_preview": "2026-05-04T08:31:21.765941Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:31:24.194450Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=loan, condition_col=housing.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "loan", + "condition_col": "housing", + "condition_value": "no", + "positive_value": "yes", + "negative_value": "no", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5be1d192cc6309be89f5dfc4b7a73ee507a6853d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df216-4537-7c92-add0-769fbfa26400"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"loan\\\",\\n AVG(CASE WHEN \\\"housing\\\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"loan\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"loan\\\", condition_col=\\\"housing\\\", and condition_value='no'. Used only the single table and quoted identifiers for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22662,"cached_input_tokens":3968,"output_tokens":118}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93bfe4fc6365296593b0f5ac1855b629003f6b3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"loan\",\n AVG(CASE WHEN \"housing\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"loan\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"loan\", condition_col=\"housing\", and condition_value='no'. Used only the single table and quoted identifiers for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b852ac3b0f886ec74d28909d2f9da1dfba03c03 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:23:59.087561Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:24:01.473829Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:24:08.684006Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ed418d3df24d7f7208e963ce72ebb867129fb1e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=loan, condition_col=housing. +Result preview: [{"loan": "no", "condition_rate": 0.4531303500408249}, {"loan": "yes", "condition_rate": 0.39715626725565983}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ebe25f4c3cb5a2f4e9e4fc97754050955ea194fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_3c6ba061591576e6 +-- problem_id: v2p_m8_b08f262a3a19517e +-- realization_mode: agent +-- source_kind: agent +SELECT "loan", + AVG(CASE WHEN "housing" = 'no' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "loan" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1666a667003a50669ddb5abe845b3fa037a334d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"loan\",\n AVG(CASE WHEN \"housing\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"loan\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"loan\\\",\\n AVG(CASE WHEN \\\"housing\\\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"loan\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"loan\", \"condition_rate\"], \"rows\": [{\"loan\": \"no\", \"condition_rate\": 0.4531303500408249}, {\"loan\": \"yes\", \"condition_rate\": 0.39715626725565983}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 28.87}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b4bf62ef6b5791c4a4f0f67482e9740544b37ee6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:23:58.896023+00:00", + "ended_at": "2026-05-04T08:24:09.538574+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_3c6ba061591576e6", + "problem_id": "v2p_m8_b08f262a3a19517e", + "dataset_id": "m8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=loan, condition_col=housing.", + "bindings": { + "group_col": "loan", + "condition_col": "housing", + "condition_value": "no", + "positive_value": "yes", + "negative_value": "no", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_3c6ba061591576e6.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3c6ba061591576e6", + "api_calls": 0, + "input_tokens": 22662, + "cached_input_tokens": 3968, + "output_tokens": 118, + "total_tokens": 22780, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2571, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2673, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10577.21, + "sql_execution_elapsed_ms_total": 28.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_3c6ba061591576e6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b790939b57faf2d5172e53763d338622b115a44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3c6ba061591576e6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:24:09.500154+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10577.21, "started_at": "2026-05-04T08:23:58.904521+00:00", "ended_at": "2026-05-04T08:24:09.481895+00:00", "prompt_metrics": {"chars": 9197, "bytes_utf8": 9197, "lines": 303, "estimated_tokens": 2571}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22662, "cached_input_tokens": 3968, "output_tokens": 118}, "stderr_preview": "2026-05-04T08:23:59.087561Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:24:01.473829Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=age.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "age", + "predicate_col": "poutcome", + "predicate_op": "=", + "predicate_value": "success", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b86685cd507c31785a217dc3463566a31e878767 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-af39-7de2-9d5f-54eb8c6dc695"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"age\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"poutcome\\\" = 'success'\\nGROUP BY \\\"age\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the required Filtered Top-k Group Count template with fixed bindings: group_col=\\\"age\\\", predicate_col=\\\"poutcome\\\", predicate_op=\\\"=\\\", predicate_value='success', top_k=10. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22650,"cached_input_tokens":21888,"output_tokens":128}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bb243383d397b2d3bb7bea0b90a157b1d2d35d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"age\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"poutcome\" = 'success'\nGROUP BY \"age\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the required Filtered Top-k Group Count template with fixed bindings: group_col=\"age\", predicate_col=\"poutcome\", predicate_op=\"=\", predicate_value='success', top_k=10. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58f6c5f55c619c107a81f91bb7fcb1af45468e96 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:19.807012Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:22.204371Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:29.127483Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc2ba64be2ea6edbbf737561367892bf8de9979f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=age. +Result preview: [{"age": "36", "support": 58}, {"age": "31", "support": 58}, {"age": "37", "support": 56}, {"age": "34", "support": 56}, {"age": "33", "support": 56}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f45fc29e8fff6a002e5107bc389d7d1e13de306 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_3de9c0b34b6815e1 +-- problem_id: v2p_m8_0e604f8a09203a7f +-- realization_mode: agent +-- source_kind: agent +SELECT "age", COUNT(*) AS support +FROM "m8" +WHERE "poutcome" = 'success' +GROUP BY "age" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4c68bbd7285c6994b53c022439e89192d77dbb3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"age\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"poutcome\" = 'success'\nGROUP BY \"age\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"age\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"poutcome\\\" = 'success'\\nGROUP BY \\\"age\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"age\", \"support\"], \"rows\": [{\"age\": \"36\", \"support\": 58}, {\"age\": \"31\", \"support\": 58}, {\"age\": \"37\", \"support\": 56}, {\"age\": \"34\", \"support\": 56}, {\"age\": \"33\", \"support\": 56}, {\"age\": \"38\", \"support\": 55}, {\"age\": \"32\", \"support\": 54}, {\"age\": \"35\", \"support\": 52}, {\"age\": \"30\", \"support\": 52}, {\"age\": \"29\", \"support\": 52}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.82}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d81a8ebc106acf03a70453d64c40871098305a52 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:11:19.602250+00:00", + "ended_at": "2026-05-04T08:11:30.022851+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_3de9c0b34b6815e1", + "problem_id": "v2p_m8_0e604f8a09203a7f", + "dataset_id": "m8", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=age.", + "bindings": { + "group_col": "age", + "predicate_col": "poutcome", + "predicate_op": "=", + "predicate_value": "success", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_3de9c0b34b6815e1.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3de9c0b34b6815e1", + "api_calls": 0, + "input_tokens": 22650, + "cached_input_tokens": 21888, + "output_tokens": 128, + "total_tokens": 22778, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2561, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2673, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10368.74, + "sql_execution_elapsed_ms_total": 15.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_3de9c0b34b6815e1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a898bcf8295ca40b4abe7aa288bbedad70dd7d65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3de9c0b34b6815e1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:29.998140+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10368.74, "started_at": "2026-05-04T08:11:19.610440+00:00", "ended_at": "2026-05-04T08:11:29.979711+00:00", "prompt_metrics": {"chars": 9142, "bytes_utf8": 9142, "lines": 302, "estimated_tokens": 2561}, "response_metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22650, "cached_input_tokens": 21888, "output_tokens": 128}, "stderr_preview": "2026-05-04T08:11:19.807012Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:22.204371Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=y.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "housing", + "group_col_2": "y", + "predicate_col": "age", + "predicate_op": ">=", + "predicate_value": 48.0, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ed904d119b876017fe87bed221bf55fd03f3552 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df219-f7f2-7ff1-8c85-da91e619b768"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"housing\\\", \\\"y\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"age\\\" AS REAL) >= 48.0\\nGROUP BY \\\"housing\\\", \\\"y\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group_col=\\\"housing\\\", group_col_2=\\\"y\\\", and a numeric cast on \\\"age\\\" because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22693,"cached_input_tokens":21888,"output_tokens":153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb6cd98ac8e8f4c17787442922f207e703a72aad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"housing\", \"y\", COUNT(*) AS row_count\nFROM \"m8\"\nWHERE CAST(\"age\" AS REAL) >= 48.0\nGROUP BY \"housing\", \"y\"\nORDER BY row_count DESC;","notes":"Used the planned filtered two-dimensional group count template with group_col=\"housing\", group_col_2=\"y\", and a numeric cast on \"age\" because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c28914d3ba05303018b39350a03c2c88099e92ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:28:01.494400Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:28:03.926967Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:28:11.566283Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5706b029952ff7caa87aec90700d287ae0abd8f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=y. +Result preview: [{"housing": "no", "y": "no", "row_count": 6010}, {"housing": "yes", "y": "no", "row_count": 4607}, {"housing": "no", "y": "yes", "row_count": 1209}, {"housing": "yes", "y": "yes", "row_count": 359}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..83d5a98431aad91b2bab24aad7844202e1bdca1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m8_3f56cf4739893b58 +-- problem_id: v2p_m8_bcf0be984d0e26e2 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "y", COUNT(*) AS row_count +FROM "m8" +WHERE CAST("age" AS REAL) >= 48.0 +GROUP BY "housing", "y" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ba73cb9842c0fa0ff07b94a9f1a6737ee02ed7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"housing\", \"y\", COUNT(*) AS row_count\nFROM \"m8\"\nWHERE CAST(\"age\" AS REAL) >= 48.0\nGROUP BY \"housing\", \"y\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"housing\\\", \\\"y\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"age\\\" AS REAL) >= 48.0\\nGROUP BY \\\"housing\\\", \\\"y\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"housing\", \"y\", \"row_count\"], \"rows\": [{\"housing\": \"no\", \"y\": \"no\", \"row_count\": 6010}, {\"housing\": \"yes\", \"y\": \"no\", \"row_count\": 4607}, {\"housing\": \"no\", \"y\": \"yes\", \"row_count\": 1209}, {\"housing\": \"yes\", \"y\": \"yes\", \"row_count\": 359}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.6}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..74800375400e3fcb5b0aaaab1321461d72efe5fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:28:01.233370+00:00", + "ended_at": "2026-05-04T08:28:12.684011+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_3f56cf4739893b58", + "problem_id": "v2p_m8_bcf0be984d0e26e2", + "dataset_id": "m8", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=y.", + "bindings": { + "group_col": "housing", + "group_col_2": "y", + "predicate_col": "age", + "predicate_op": ">=", + "predicate_value": 48.0, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=68" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_3f56cf4739893b58.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3f56cf4739893b58", + "api_calls": 0, + "input_tokens": 22693, + "cached_input_tokens": 21888, + "output_tokens": 153, + "total_tokens": 22846, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2602, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2710, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11383.32, + "sql_execution_elapsed_ms_total": 21.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_3f56cf4739893b58\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f155a522dd32397b4ad983b340d41ee754caa54d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:28:12.652871+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11383.32, "started_at": "2026-05-04T08:28:01.242506+00:00", "ended_at": "2026-05-04T08:28:12.625783+00:00", "prompt_metrics": {"chars": 9250, "bytes_utf8": 9250, "lines": 304, "estimated_tokens": 2602}, "response_metrics": {"chars": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22693, "cached_input_tokens": 21888, "output_tokens": 153}, "stderr_preview": "2026-05-04T08:28:01.494400Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:28:03.926967Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 48.0\\nGROUP BY \\\"housing\\\", \\\"y\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group_col=\\\"housing\\\", group_col_2=\\\"y\\\", and a numeric cast on \\\"age\\\" because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..52b57a606063557ea6ba2b7f0dfc0de944eeae0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3f56cf4739893b58/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3f56cf4739893b58", + "api_calls": 0, + "input_tokens": 22693, + "cached_input_tokens": 21888, + "output_tokens": 153, + "total_tokens": 22846, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2602, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2710, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11383.32, + "sql_execution_elapsed_ms_total": 21.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_3f56cf4739893b58\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3ff715411e9da943/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3ff715411e9da943/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..50feb2892a4f5166a59e498ffe51e32040e932b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3ff715411e9da943/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "no", "support": 39922, "support_share": 0.8830151954170445, "cumulative_support": 39922}, {"value_label": "yes", "support": 5289, "support_share": 0.11698480458295547, "cumulative_support": 45211}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3ff715411e9da943/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3ff715411e9da943/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..956cf61b0d01c7530b70d920a627ddeef9bc24a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3ff715411e9da943/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m8_3ff715411e9da943 +-- problem_id: v2p_m8_14b3cc7800b08395 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "y" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "y" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3ff715411e9da943/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3ff715411e9da943/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d46d94e71cd70377246b2b979ffbeffca21dfa3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3ff715411e9da943/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m8_3ff715411e9da943\n-- problem_id: v2p_m8_14b3cc7800b08395\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"y\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"y\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m8_3ff715411e9da943\\n-- problem_id: v2p_m8_14b3cc7800b08395\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"y\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"y\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"no\", \"support\": 39922, \"support_share\": 0.8830151954170445, \"cumulative_support\": 39922}, {\"value_label\": \"yes\", \"support\": 5289, \"support_share\": 0.11698480458295547, \"cumulative_support\": 45211}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3ff715411e9da943/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3ff715411e9da943/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..35286b6e988a568f7b3c36271048017408e3cff1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3ff715411e9da943/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:10.705638+00:00", + "ended_at": "2026-05-04T08:57:10.735353+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_3ff715411e9da943", + "problem_id": "v2p_m8_14b3cc7800b08395", + "dataset_id": "m8", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=y.", + "bindings": { + "group_col": "y" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=15", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 15, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_3ff715411e9da943.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3ff715411e9da943/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3ff715411e9da943/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_3ff715411e9da943/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_403fc9cab18b8fe4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_403fc9cab18b8fe4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..13bedc82ea591d1894733d45218f051d2322fbc7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_403fc9cab18b8fe4/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "blue-collar", "support": 9732, "support_share": 0.21525734887527373, "cumulative_support": 9732}, {"value_label": "management", "support": 9458, "support_share": 0.20919687686624935, "cumulative_support": 19190}, {"value_label": "technician", "support": 7597, "support_share": 0.16803432792904383, "cumulative_support": 26787}, {"value_label": "admin.", "support": 5171, "support_share": 0.11437482028709828, "cumulative_support": 31958}, {"value_label": "services", "support": 4154, "support_share": 0.09188029461856628, "cumulative_support": 36112}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_403fc9cab18b8fe4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_403fc9cab18b8fe4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..09751272943615327ec44fd017271ea52730d521 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_403fc9cab18b8fe4/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m8_403fc9cab18b8fe4 +-- problem_id: v2p_m8_cf7f4d55e50854be +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "job" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "job" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_403fc9cab18b8fe4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_403fc9cab18b8fe4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4268fe0354ca036b942fbe5e59e844f93d15570 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_403fc9cab18b8fe4/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m8_403fc9cab18b8fe4\n-- problem_id: v2p_m8_cf7f4d55e50854be\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"job\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"job\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m8_403fc9cab18b8fe4\\n-- problem_id: v2p_m8_cf7f4d55e50854be\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"job\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"job\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"blue-collar\", \"support\": 9732, \"support_share\": 0.21525734887527373, \"cumulative_support\": 9732}, {\"value_label\": \"management\", \"support\": 9458, \"support_share\": 0.20919687686624935, \"cumulative_support\": 19190}, {\"value_label\": \"technician\", \"support\": 7597, \"support_share\": 0.16803432792904383, \"cumulative_support\": 26787}, {\"value_label\": \"admin.\", \"support\": 5171, \"support_share\": 0.11437482028709828, \"cumulative_support\": 31958}, {\"value_label\": \"services\", \"support\": 4154, \"support_share\": 0.09188029461856628, \"cumulative_support\": 36112}, {\"value_label\": \"retired\", \"support\": 2264, \"support_share\": 0.05007630886288735, \"cumulative_support\": 38376}, {\"value_label\": \"self-employed\", \"support\": 1579, \"support_share\": 0.03492512884032647, \"cumulative_support\": 39955}, {\"value_label\": \"entrepreneur\", \"support\": 1487, \"support_share\": 0.03289022582999712, \"cumulative_support\": 41442}, {\"value_label\": \"unemployed\", \"support\": 1303, \"support_share\": 0.028820419809338436, \"cumulative_support\": 42745}, {\"value_label\": \"housemaid\", \"support\": 1240, \"support_share\": 0.027426953617482472, \"cumulative_support\": 43985}, {\"value_label\": \"student\", \"support\": 938, \"support_share\": 0.02074716330096658, \"cumulative_support\": 44923}, {\"value_label\": \"unknown\", \"support\": 288, \"support_share\": 0.006370131162770122, \"cumulative_support\": 45211}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 42.73}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_403fc9cab18b8fe4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_403fc9cab18b8fe4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..00d35e0445f09acb36102882eac0a3db471e2173 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_403fc9cab18b8fe4/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:10.275927+00:00", + "ended_at": "2026-05-04T08:57:10.321883+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_403fc9cab18b8fe4", + "problem_id": "v2p_m8_cf7f4d55e50854be", + "dataset_id": "m8", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=job.", + "bindings": { + "group_col": "job" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_403fc9cab18b8fe4.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_403fc9cab18b8fe4/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_403fc9cab18b8fe4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_403fc9cab18b8fe4/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..60bfbd7cc517b9dcf78e827164eac8f3ae77fc31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9442, "bytes_utf8": 9442, "lines": 305, "estimated_tokens": 2621}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 823, "bytes_utf8": 823, "lines": 1, "estimated_tokens": 244}, "usage": {"input_tokens": 22712, "cached_input_tokens": 21888, "output_tokens": 341}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 10198, "bytes_utf8": 10198, "lines": 309, "estimated_tokens": 2848}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 841, "bytes_utf8": 841, "lines": 1, "estimated_tokens": 238}, "usage": {"input_tokens": 22939, "cached_input_tokens": 19840, "output_tokens": 725}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e9d03df3337062a4203bc8baeb4b5f73ea8b22cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_404b3c4b6e2323fe", + "api_calls": 0, + "input_tokens": 45651, + "cached_input_tokens": 41728, + "output_tokens": 1066, + "total_tokens": 46717, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5469, + "estimated_output_tokens": 482, + "estimated_total_tokens": 5951, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 37880.96, + "sql_execution_elapsed_ms_total": 31.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_404b3c4b6e2323fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f2281bd787109a1bbe1f38be601a223972b3eaaf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:33:51.840344+00:00", + "ended_at": "2026-05-04T08:34:06.571288+00:00", + "elapsed_ms": 14731.2, + "prompt_metrics": { + "chars": 9442, + "bytes_utf8": 9442, + "lines": 305, + "estimated_tokens": 2621 + }, + "stdout_metrics": { + "chars": 1241, + "bytes_utf8": 1241, + "lines": 4, + "estimated_tokens": 399 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13251 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 823, + "bytes_utf8": 823, + "lines": 1, + "estimated_tokens": 244 + }, + "usage": { + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 341 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_attempt_2.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..710dc25da426eed242d00a9aea75db8b26e0121b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:34:06.592253+00:00", + "ended_at": "2026-05-04T08:34:29.742085+00:00", + "elapsed_ms": 23149.76, + "prompt_metrics": { + "chars": 10198, + "bytes_utf8": 10198, + "lines": 309, + "estimated_tokens": 2848 + }, + "stdout_metrics": { + "chars": 1246, + "bytes_utf8": 1246, + "lines": 4, + "estimated_tokens": 397 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13243 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 841, + "bytes_utf8": 841, + "lines": 1, + "estimated_tokens": 238 + }, + "usage": { + "input_tokens": 22939, + "cached_input_tokens": 19840, + "output_tokens": 725 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c33a9bed3a3c7856d64ad65416c2c202e055172f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=month, measure_col=age, condition_col=loan.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "month", + "measure_col": "age", + "condition_col": "loan", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..be0485f271446d89c6857507d6349e4260fe4e27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,309 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=month, measure_col=age, condition_col=loan.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "month", + "measure_col": "age", + "condition_col": "loan", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"month\",\n CAST(\"age\" AS REAL) AS \"age_num\"\n FROM \"m8\"\n WHERE \"loan\" = 'yes'\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"month\",\n \"age_num\",\n ROW_NUMBER() OVER (PARTITION BY \"month\" ORDER BY \"age_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"month\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"month\",\n \"age_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INT)\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..937152e8a13664c8cbc41154605e3305423b2ba6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21f-5180-7050-8552-fe978309f420"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"month\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"loan\\\" = 'yes'\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"month\\\",\\n \\\"age_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"month\\\" ORDER BY \\\"age_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"month\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"month\\\",\\n \\\"age_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INT)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the discrete nearest-rank 90th percentile within each month after filtering rows where \\\"loan\\\" = 'yes'. \\\"age\\\" is cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22712,"cached_input_tokens":21888,"output_tokens":341}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c00ed91b85305c1d7d612da440740677ad05f74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"month\",\n CAST(\"age\" AS REAL) AS \"age_num\"\n FROM \"m8\"\n WHERE \"loan\" = 'yes'\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"month\",\n \"age_num\",\n ROW_NUMBER() OVER (PARTITION BY \"month\" ORDER BY \"age_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"month\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"month\",\n \"age_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INT)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the discrete nearest-rank 90th percentile within each month after filtering rows where \"loan\" = 'yes'. \"age\" is cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a82d248167438a4c9d42de0587549a2ef38c05a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21f-8b0a-7893-ad8e-6f0565a0c3a5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"month\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"loan\\\" = 'yes'\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"month\\\",\\n \\\"age_num\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"month\\\"\\n ORDER BY \\\"age_num\\\"\\n ) AS \\\"cum_dist\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"month\\\",\\n MIN(\\\"age_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cum_dist\\\" >= 0.9\\nGROUP BY \\\"month\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Repaired the SQLite error by replacing CEIL-based nearest-rank logic with a window-function approach using CUME_DIST(), which is SQLite-compatible and preserves the intended 0.9 conditional percentile by month for rows where loan = 'yes'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22939,"cached_input_tokens":19840,"output_tokens":725}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e28339f114f61840cb759a00e663231d8052f6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"month\",\n CAST(\"age\" AS REAL) AS \"age_num\"\n FROM \"m8\"\n WHERE \"loan\" = 'yes'\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"month\",\n \"age_num\",\n CUME_DIST() OVER (\n PARTITION BY \"month\"\n ORDER BY \"age_num\"\n ) AS \"cum_dist\"\n FROM \"filtered\"\n)\nSELECT\n \"month\",\n MIN(\"age_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"cum_dist\" >= 0.9\nGROUP BY \"month\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Repaired the SQLite error by replacing CEIL-based nearest-rank logic with a window-function approach using CUME_DIST(), which is SQLite-compatible and preserves the intended 0.9 conditional percentile by month for rows where loan = 'yes'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1773e40c2a430e11d376d9dd53afd27032a57abc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:33:52.053530Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:33:54.444748Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:34:05.858340Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c276996aff2ac7c96a2ee8034112692d57efec3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:34:06.801509Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:34:09.205981Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:34:28.934128Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed94ca8a753d9b3cbd9f3b5c6c42fc19f6af54cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=month, measure_col=age, condition_col=loan. +Result preview: [{"month": "mar", "conditional_percentile": 61.0}, {"month": "dec", "conditional_percentile": 57.0}, {"month": "jun", "conditional_percentile": 56.0}, {"month": "jul", "conditional_percentile": 56.0}, {"month": "jan", "conditional_percentile": 56.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1c9e1997e36861e1ccf77ce467bd183c73835f44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_404b3c4b6e2323fe +-- problem_id: v2p_m8_749c9a9ce99c3cfb +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "month", + CAST("age" AS REAL) AS "age_num" + FROM "m8" + WHERE "loan" = 'yes' + AND "age" IS NOT NULL +), +"ranked" AS ( + SELECT + "month", + "age_num", + ROW_NUMBER() OVER (PARTITION BY "month" ORDER BY "age_num") AS "rn", + COUNT(*) OVER (PARTITION BY "month") AS "cnt" + FROM "filtered" +) +SELECT + "month", + "age_num" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INT) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..40de1fae16be9186039d2338354cc3b905ea6ad8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"month\",\n CAST(\"age\" AS REAL) AS \"age_num\"\n FROM \"m8\"\n WHERE \"loan\" = 'yes'\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"month\",\n \"age_num\",\n CUME_DIST() OVER (\n PARTITION BY \"month\"\n ORDER BY \"age_num\"\n ) AS \"cum_dist\"\n FROM \"filtered\"\n)\nSELECT\n \"month\",\n MIN(\"age_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"cum_dist\" >= 0.9\nGROUP BY \"month\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"month\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"loan\\\" = 'yes'\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"month\\\",\\n \\\"age_num\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"month\\\"\\n ORDER BY \\\"age_num\\\"\\n ) AS \\\"cum_dist\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"month\\\",\\n MIN(\\\"age_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cum_dist\\\" >= 0.9\\nGROUP BY \\\"month\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"month\", \"conditional_percentile\"], \"rows\": [{\"month\": \"mar\", \"conditional_percentile\": 61.0}, {\"month\": \"dec\", \"conditional_percentile\": 57.0}, {\"month\": \"jun\", \"conditional_percentile\": 56.0}, {\"month\": \"jul\", \"conditional_percentile\": 56.0}, {\"month\": \"jan\", \"conditional_percentile\": 56.0}, {\"month\": \"aug\", \"conditional_percentile\": 56.0}, {\"month\": \"sep\", \"conditional_percentile\": 55.0}, {\"month\": \"feb\", \"conditional_percentile\": 55.0}, {\"month\": \"oct\", \"conditional_percentile\": 54.0}, {\"month\": \"nov\", \"conditional_percentile\": 54.0}, {\"month\": \"apr\", \"conditional_percentile\": 53.0}, {\"month\": \"may\", \"conditional_percentile\": 52.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.18}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1b317a7f349c6c7d10bb2133322a9939f41231c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:33:51.830392+00:00", + "ended_at": "2026-05-04T08:34:29.800459+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_404b3c4b6e2323fe", + "problem_id": "v2p_m8_749c9a9ce99c3cfb", + "dataset_id": "m8", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=month, measure_col=age, condition_col=loan.", + "bindings": { + "group_col": "month", + "measure_col": "age", + "condition_col": "loan", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_404b3c4b6e2323fe.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_404b3c4b6e2323fe", + "api_calls": 0, + "input_tokens": 45651, + "cached_input_tokens": 41728, + "output_tokens": 1066, + "total_tokens": 46717, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5469, + "estimated_output_tokens": 482, + "estimated_total_tokens": 5951, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 37880.96, + "sql_execution_elapsed_ms_total": 31.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_404b3c4b6e2323fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..60b7c3d8e5ce6b79ce0ad533ded81cf65f46fa67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:34:06.589085+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14731.2, "started_at": "2026-05-04T08:33:51.840344+00:00", "ended_at": "2026-05-04T08:34:06.571288+00:00", "prompt_metrics": {"chars": 9442, "bytes_utf8": 9442, "lines": 305, "estimated_tokens": 2621}, "response_metrics": {"chars": 823, "bytes_utf8": 823, "lines": 1, "estimated_tokens": 244}, "usage": {"input_tokens": 22712, "cached_input_tokens": 21888, "output_tokens": 341}, "stderr_preview": "2026-05-04T08:33:52.053530Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:33:54.444748Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n = 0.9\\nGROUP BY \\\"month\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Repaired the SQLite error by replacing CEIL-based nearest-rank logic with a window-function approach using CUME_DIST(), which is SQLite-compatible and preserves the intended 0.9 conditional percentile by month for rows where loan = 'yes'.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5a3cbbc24a828e1317bb51528152f79649f9bb3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_404b3c4b6e2323fe/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_404b3c4b6e2323fe", + "api_calls": 0, + "input_tokens": 45651, + "cached_input_tokens": 41728, + "output_tokens": 1066, + "total_tokens": 46717, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5469, + "estimated_output_tokens": 482, + "estimated_total_tokens": 5951, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 37880.96, + "sql_execution_elapsed_ms_total": 31.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_404b3c4b6e2323fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ef27d61892f7ad7c02683438c6d01e312990496 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9463, "bytes_utf8": 9463, "lines": 305, "estimated_tokens": 2625}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 903, "bytes_utf8": 903, "lines": 1, "estimated_tokens": 273}, "usage": {"input_tokens": 22716, "cached_input_tokens": 21888, "output_tokens": 557}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..66a543c6063d3d553c3cbd3859bb28a18d7639b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_40ebffe752659179", + "api_calls": 0, + "input_tokens": 22716, + "cached_input_tokens": 21888, + "output_tokens": 557, + "total_tokens": 23273, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2625, + "estimated_output_tokens": 273, + "estimated_total_tokens": 2898, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20039.78, + "sql_execution_elapsed_ms_total": 28.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_40ebffe752659179\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..890fbe5feb63a0b3dcd14fa9f51cc0183cdcc357 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:35:33.382746+00:00", + "ended_at": "2026-05-04T08:35:53.422551+00:00", + "elapsed_ms": 20039.78, + "prompt_metrics": { + "chars": 9463, + "bytes_utf8": 9463, + "lines": 305, + "estimated_tokens": 2625 + }, + "stdout_metrics": { + "chars": 1320, + "bytes_utf8": 1320, + "lines": 4, + "estimated_tokens": 429 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13175 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 903, + "bytes_utf8": 903, + "lines": 1, + "estimated_tokens": 273 + }, + "usage": { + "input_tokens": 22716, + "cached_input_tokens": 21888, + "output_tokens": 557 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66315a2e265dd787293f0c777820b7415a5c7b22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=pdays, measure_col=day, condition_col=poutcome.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "pdays", + "measure_col": "day", + "condition_col": "poutcome", + "condition_value": "failure", + "positive_value": "unknown", + "negative_value": "failure", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd3632bb0cb18560195293d52e20acde47e418a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df220-de0b-7440-b0b0-02c22d431405"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"poutcome\\\" = 'failure'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n \\\"day_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"pdays\\\" ORDER BY \\\"day_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"pdays\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"pdays\\\",\\n \\\"day_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = ((\\\"cnt\\\" * 9) + 9) / 10\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Used the planned template bindings with \\\"pdays\\\" as group_col, \\\"day\\\" as measure_col, and \\\"poutcome\\\" = 'failure' as the condition. Since SQLite does not support PERCENTILE_CONT, the 0.9 quantile is approximated as the smallest ordered value at rank CEIL(0.9 * group_size) within each group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22716,"cached_input_tokens":21888,"output_tokens":557}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1692a1d5eaf342004512c2c02cd1bbbd19e94b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"pdays\",\n CAST(\"day\" AS REAL) AS \"day_value\"\n FROM \"m8\"\n WHERE \"poutcome\" = 'failure'\n),\n\"ranked\" AS (\n SELECT\n \"pdays\",\n \"day_value\",\n ROW_NUMBER() OVER (PARTITION BY \"pdays\" ORDER BY \"day_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"pdays\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"pdays\",\n \"day_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = ((\"cnt\" * 9) + 9) / 10\nORDER BY \"conditional_percentile\" DESC;","notes":"Used the planned template bindings with \"pdays\" as group_col, \"day\" as measure_col, and \"poutcome\" = 'failure' as the condition. Since SQLite does not support PERCENTILE_CONT, the 0.9 quantile is approximated as the smallest ordered value at rank CEIL(0.9 * group_size) within each group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c6937d81c02facb5cfb022926c3c0d10d2c5a83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:35:33.574228Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:35:35.953612Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:35:52.695476Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..967c8758412a983eef8972339d40e314fc74e501 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=pdays, measure_col=day, condition_col=poutcome. +Result preview: [{"pdays": "202", "conditional_percentile": 31.0}, {"pdays": "230", "conditional_percentile": 31.0}, {"pdays": "455", "conditional_percentile": 31.0}, {"pdays": "474", "conditional_percentile": 31.0}, {"pdays": "54", "conditional_percentile": 31.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8c50bf5519202dbbc32dfc86a8d4446f9cfc56d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_40ebffe752659179 +-- problem_id: v2p_m8_0af016463221b0da +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "pdays", + CAST("day" AS REAL) AS "day_value" + FROM "m8" + WHERE "poutcome" = 'failure' +), +"ranked" AS ( + SELECT + "pdays", + "day_value", + ROW_NUMBER() OVER (PARTITION BY "pdays" ORDER BY "day_value") AS "rn", + COUNT(*) OVER (PARTITION BY "pdays") AS "cnt" + FROM "filtered" +) +SELECT + "pdays", + "day_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = (("cnt" * 9) + 9) / 10 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c303ee01d21ee7e6ba56ad43efd32f4ce581937 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"pdays\",\n CAST(\"day\" AS REAL) AS \"day_value\"\n FROM \"m8\"\n WHERE \"poutcome\" = 'failure'\n),\n\"ranked\" AS (\n SELECT\n \"pdays\",\n \"day_value\",\n ROW_NUMBER() OVER (PARTITION BY \"pdays\" ORDER BY \"day_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"pdays\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"pdays\",\n \"day_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = ((\"cnt\" * 9) + 9) / 10\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"poutcome\\\" = 'failure'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n \\\"day_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"pdays\\\" ORDER BY \\\"day_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"pdays\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"pdays\\\",\\n \\\"day_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = ((\\\"cnt\\\" * 9) + 9) / 10\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"pdays\", \"conditional_percentile\"], \"rows\": [{\"pdays\": \"202\", \"conditional_percentile\": 31.0}, {\"pdays\": \"230\", \"conditional_percentile\": 31.0}, {\"pdays\": \"455\", \"conditional_percentile\": 31.0}, {\"pdays\": \"474\", \"conditional_percentile\": 31.0}, {\"pdays\": \"54\", \"conditional_percentile\": 31.0}, {\"pdays\": \"55\", \"conditional_percentile\": 31.0}, {\"pdays\": \"557\", \"conditional_percentile\": 31.0}, {\"pdays\": \"97\", \"conditional_percentile\": 31.0}, {\"pdays\": \"98\", \"conditional_percentile\": 31.0}, {\"pdays\": \"105\", \"conditional_percentile\": 30.0}, {\"pdays\": \"129\", \"conditional_percentile\": 30.0}, {\"pdays\": \"13\", \"conditional_percentile\": 30.0}, {\"pdays\": \"160\", \"conditional_percentile\": 30.0}, {\"pdays\": \"161\", \"conditional_percentile\": 30.0}, {\"pdays\": \"162\", \"conditional_percentile\": 30.0}, {\"pdays\": \"163\", \"conditional_percentile\": 30.0}, {\"pdays\": \"164\", \"conditional_percentile\": 30.0}, {\"pdays\": \"197\", \"conditional_percentile\": 30.0}, {\"pdays\": \"200\", \"conditional_percentile\": 30.0}, {\"pdays\": \"205\", \"conditional_percentile\": 30.0}, {\"pdays\": \"207\", \"conditional_percentile\": 30.0}, {\"pdays\": \"21\", \"conditional_percentile\": 30.0}, {\"pdays\": \"214\", \"conditional_percentile\": 30.0}, {\"pdays\": \"218\", \"conditional_percentile\": 30.0}, {\"pdays\": \"228\", \"conditional_percentile\": 30.0}, {\"pdays\": \"232\", \"conditional_percentile\": 30.0}, {\"pdays\": \"235\", \"conditional_percentile\": 30.0}, {\"pdays\": \"239\", \"conditional_percentile\": 30.0}, {\"pdays\": \"240\", \"conditional_percentile\": 30.0}, {\"pdays\": \"241\", \"conditional_percentile\": 30.0}, {\"pdays\": \"248\", \"conditional_percentile\": 30.0}, {\"pdays\": \"252\", \"conditional_percentile\": 30.0}, {\"pdays\": \"259\", \"conditional_percentile\": 30.0}, {\"pdays\": \"263\", \"conditional_percentile\": 30.0}, {\"pdays\": \"266\", \"conditional_percentile\": 30.0}, {\"pdays\": \"269\", \"conditional_percentile\": 30.0}, {\"pdays\": \"270\", \"conditional_percentile\": 30.0}, {\"pdays\": \"28\", \"conditional_percentile\": 30.0}, {\"pdays\": \"296\", \"conditional_percentile\": 30.0}, {\"pdays\": \"31\", \"conditional_percentile\": 30.0}, {\"pdays\": \"450\", \"conditional_percentile\": 30.0}, {\"pdays\": \"63\", \"conditional_percentile\": 30.0}, {\"pdays\": \"64\", \"conditional_percentile\": 30.0}, {\"pdays\": \"83\", \"conditional_percentile\": 30.0}, {\"pdays\": \"84\", \"conditional_percentile\": 30.0}, {\"pdays\": \"85\", \"conditional_percentile\": 30.0}, {\"pdays\": \"86\", \"conditional_percentile\": 30.0}, {\"pdays\": \"87\", \"conditional_percentile\": 30.0}, {\"pdays\": \"120\", \"conditional_percentile\": 29.0}, {\"pdays\": \"139\", \"conditional_percentile\": 29.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 28.99}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6fd2aa7afdee44626aae1e013f860da237e58bdf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:35:33.374591+00:00", + "ended_at": "2026-05-04T08:35:53.480809+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_40ebffe752659179", + "problem_id": "v2p_m8_0af016463221b0da", + "dataset_id": "m8", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=pdays, measure_col=day, condition_col=poutcome.", + "bindings": { + "group_col": "pdays", + "measure_col": "day", + "condition_col": "poutcome", + "condition_value": "failure", + "positive_value": "unknown", + "negative_value": "failure", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_40ebffe752659179.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_40ebffe752659179", + "api_calls": 0, + "input_tokens": 22716, + "cached_input_tokens": 21888, + "output_tokens": 557, + "total_tokens": 23273, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2625, + "estimated_output_tokens": 273, + "estimated_total_tokens": 2898, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20039.78, + "sql_execution_elapsed_ms_total": 28.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_40ebffe752659179\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7cc2bb5153b065ce227ba0ca671d9b7210efafa2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_40ebffe752659179/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:35:53.443150+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20039.78, "started_at": "2026-05-04T08:35:33.382746+00:00", "ended_at": "2026-05-04T08:35:53.422551+00:00", "prompt_metrics": {"chars": 9463, "bytes_utf8": 9463, "lines": 305, "estimated_tokens": 2625}, "response_metrics": {"chars": 903, "bytes_utf8": 903, "lines": 1, "estimated_tokens": 273}, "usage": {"input_tokens": 22716, "cached_input_tokens": 21888, "output_tokens": 557}, "stderr_preview": "2026-05-04T08:35:33.574228Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:35:35.953612Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=age.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "age", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..63bae45533584cb8d639082813082aa1ad550a07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-11ff-7913-9e0d-9c2f494c1ef6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"age\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"age\\\" on the single table \\\"m8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22575,"cached_input_tokens":19840,"output_tokens":86}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a86742f1f9b3e332f627d791fe2221974a73c615 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"age\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"age\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"age\" on the single table \"m8\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca395b48e1bce563760bc3ce4c6ef48f40ae5dbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:28.462582Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:30.809760Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:40.109681Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c01f60eaef7ad5c9abb5b6db1aba7875bfa085b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=age. +Result preview: [{"age": "32", "row_count": 2085}, {"age": "31", "row_count": 1996}, {"age": "33", "row_count": 1972}, {"age": "34", "row_count": 1930}, {"age": "35", "row_count": 1894}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..251cefa6812e9b4f711929c8de65949e5b9895bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m8_41461832ad73d49f +-- problem_id: v2p_m8_da0c63d373d591ed +-- realization_mode: agent +-- source_kind: agent +SELECT "age", COUNT(*) AS row_count +FROM "m8" +GROUP BY "age" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75faaa104e4767412aaf02e630410bd01f0db606 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"age\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"age\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"age\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"age\", \"row_count\"], \"rows\": [{\"age\": \"32\", \"row_count\": 2085}, {\"age\": \"31\", \"row_count\": 1996}, {\"age\": \"33\", \"row_count\": 1972}, {\"age\": \"34\", \"row_count\": 1930}, {\"age\": \"35\", \"row_count\": 1894}, {\"age\": \"36\", \"row_count\": 1806}, {\"age\": \"30\", \"row_count\": 1757}, {\"age\": \"37\", \"row_count\": 1696}, {\"age\": \"39\", \"row_count\": 1487}, {\"age\": \"38\", \"row_count\": 1466}, {\"age\": \"40\", \"row_count\": 1355}, {\"age\": \"41\", \"row_count\": 1291}, {\"age\": \"42\", \"row_count\": 1242}, {\"age\": \"45\", \"row_count\": 1216}, {\"age\": \"29\", \"row_count\": 1185}, {\"age\": \"46\", \"row_count\": 1175}, {\"age\": \"43\", \"row_count\": 1161}, {\"age\": \"44\", \"row_count\": 1136}, {\"age\": \"47\", \"row_count\": 1088}, {\"age\": \"28\", \"row_count\": 1038}, {\"age\": \"48\", \"row_count\": 997}, {\"age\": \"49\", \"row_count\": 994}, {\"age\": \"50\", \"row_count\": 939}, {\"age\": \"51\", \"row_count\": 936}, {\"age\": \"52\", \"row_count\": 911}, {\"age\": \"27\", \"row_count\": 909}, {\"age\": \"53\", \"row_count\": 891}, {\"age\": \"57\", \"row_count\": 828}, {\"age\": \"54\", \"row_count\": 811}, {\"age\": \"55\", \"row_count\": 806}, {\"age\": \"26\", \"row_count\": 805}, {\"age\": \"56\", \"row_count\": 778}, {\"age\": \"59\", \"row_count\": 770}, {\"age\": \"58\", \"row_count\": 740}, {\"age\": \"60\", \"row_count\": 596}, {\"age\": \"25\", \"row_count\": 527}, {\"age\": \"24\", \"row_count\": 302}, {\"age\": \"23\", \"row_count\": 202}, {\"age\": \"61\", \"row_count\": 147}, {\"age\": \"22\", \"row_count\": 129}, {\"age\": \"62\", \"row_count\": 80}, {\"age\": \"21\", \"row_count\": 79}, {\"age\": \"63\", \"row_count\": 77}, {\"age\": \"64\", \"row_count\": 74}, {\"age\": \"70\", \"row_count\": 67}, {\"age\": \"66\", \"row_count\": 63}, {\"age\": \"65\", \"row_count\": 59}, {\"age\": \"71\", \"row_count\": 54}, {\"age\": \"67\", \"row_count\": 54}, {\"age\": \"72\", \"row_count\": 52}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 27.94}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b769a3429d20cfdf7de2cb7ef241b17976dcd340 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:08:28.273899+00:00", + "ended_at": "2026-05-04T08:08:41.529254+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_41461832ad73d49f", + "problem_id": "v2p_m8_da0c63d373d591ed", + "dataset_id": "m8", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=age.", + "bindings": { + "group_col": "age", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_41461832ad73d49f.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_41461832ad73d49f", + "api_calls": 0, + "input_tokens": 22575, + "cached_input_tokens": 19840, + "output_tokens": 86, + "total_tokens": 22661, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2484, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2555, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12763.15, + "sql_execution_elapsed_ms_total": 27.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_41461832ad73d49f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..894b6ffc02bc387ebfd050f440ab6f726edc4fc0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_41461832ad73d49f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:41.493516+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12763.15, "started_at": "2026-05-04T08:08:28.278414+00:00", "ended_at": "2026-05-04T08:08:41.041496+00:00", "prompt_metrics": {"chars": 8860, "bytes_utf8": 8860, "lines": 298, "estimated_tokens": 2484}, "response_metrics": {"chars": 271, "bytes_utf8": 271, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22575, "cached_input_tokens": 19840, "output_tokens": 86}, "stderr_preview": "2026-05-04T08:08:28.462582Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:30.809760Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=education, group_col_2=housing, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "education", + "group_col_2": "housing", + "target_col": "y", + "target_value": "no", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c58b01eb1f263ad606558c69750a34515757d694 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-dd9c-7f62-8f54-e6ec70261c6c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"housing\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"housing\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the planned Two-Axis Target Rate Surface template with group_col=education, group_col_2=housing, and target_col=y targeting value 'no'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22699,"cached_input_tokens":21888,"output_tokens":137}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e89a34fc19e5e9262cba06fb115f14a1115f322 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"housing\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m8\"\nGROUP BY \"education\", \"housing\"\nORDER BY \"target_rate\" DESC;","notes":"Used the planned Two-Axis Target Rate Surface template with group_col=education, group_col_2=housing, and target_col=y targeting value 'no'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdd71f8967d6f913bfc000cf79f22e458b1b1a11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:15.967330Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:18.385669Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:26.278608Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d41d7ab6244acd6ace871811ab568b5fd2a80921 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=education, group_col_2=housing, target_col=y. +Result preview: [{"education": "primary", "housing": "yes", "target_rate": 0.9422187981510015}, {"education": "unknown", "housing": "yes", "target_rate": 0.9280487804878049}, {"education": "secondary", "housing": "yes", "target_rate": 0.9261290782162701}, {"education": "tertiary", "housing": "yes", "target_rate": 0.9037315772969583}, {"education": "primary", "housing": "no", "target_rate": 0.876225904633074}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d601dac022b255f575fc7292c85f60658a45c88b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_419d0fb3b08f6a02 +-- problem_id: v2p_m8_efe908b66bfe3daf +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "housing", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m8" +GROUP BY "education", "housing" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7ae9886111f72a862676c975a57e1e566491144 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"housing\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m8\"\nGROUP BY \"education\", \"housing\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"housing\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"housing\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"education\", \"housing\", \"target_rate\"], \"rows\": [{\"education\": \"primary\", \"housing\": \"yes\", \"target_rate\": 0.9422187981510015}, {\"education\": \"unknown\", \"housing\": \"yes\", \"target_rate\": 0.9280487804878049}, {\"education\": \"secondary\", \"housing\": \"yes\", \"target_rate\": 0.9261290782162701}, {\"education\": \"tertiary\", \"housing\": \"yes\", \"target_rate\": 0.9037315772969583}, {\"education\": \"primary\", \"housing\": \"no\", \"target_rate\": 0.876225904633074}, {\"education\": \"secondary\", \"housing\": \"no\", \"target_rate\": 0.8458096900916631}, {\"education\": \"unknown\", \"housing\": \"no\", \"target_rate\": 0.8138862102217936}, {\"education\": \"tertiary\", \"housing\": \"no\", \"target_rate\": 0.8003755597284414}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 57.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c889ec1689a8e216736464a671bb14d87e4363c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:20:15.745693+00:00", + "ended_at": "2026-05-04T08:20:27.120751+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_419d0fb3b08f6a02", + "problem_id": "v2p_m8_efe908b66bfe3daf", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=education, group_col_2=housing, target_col=y.", + "bindings": { + "group_col": "education", + "group_col_2": "housing", + "target_col": "y", + "target_value": "no", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_419d0fb3b08f6a02.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_419d0fb3b08f6a02", + "api_calls": 0, + "input_tokens": 22699, + "cached_input_tokens": 21888, + "output_tokens": 137, + "total_tokens": 22836, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2608, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2729, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11282.83, + "sql_execution_elapsed_ms_total": 57.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_419d0fb3b08f6a02\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e9507b4e16593e3a3e892d0e0525e5ae60603f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_419d0fb3b08f6a02/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:27.056459+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11282.83, "started_at": "2026-05-04T08:20:15.754793+00:00", "ended_at": "2026-05-04T08:20:27.038068+00:00", "prompt_metrics": {"chars": 9251, "bytes_utf8": 9251, "lines": 303, "estimated_tokens": 2608}, "response_metrics": {"chars": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22699, "cached_input_tokens": 21888, "output_tokens": 137}, "stderr_preview": "2026-05-04T08:20:15.967330Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:18.385669Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=contact, measure_col=previous.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "contact", + "measure_col": "previous", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0b6ba45de84efbece3f42ab36db9b8fc3b24e43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=contact, measure_col=previous.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "contact", + "measure_col": "previous", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"contact\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"contact\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"contact\") AS \"cnt\"\n FROM \"m8\"\n),\n\"picked\" AS (\n SELECT\n \"contact\",\n \"previous_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"contact\"\n ORDER BY \"rn\"\n ) AS \"pick_rn\"\n FROM \"ranked\"\n WHERE \"rn\" >= CEIL(0.95 * \"cnt\")\n)\nSELECT\n \"contact\",\n \"percentile_measure\"\nFROM \"picked\"\nWHERE \"pick_rn\" = 1\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1720aa745b3d58a273c64529f2bec61f6ccc02c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df227-6681-74b1-8997-93d33d9b154d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"contact\\\"\\n ORDER BY CAST(\\\"previous\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"contact\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n \\\"previous_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"contact\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CEIL(0.95 * \\\"cnt\\\")\\n)\\nSELECT\\n \\\"contact\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rn\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used a SQLite-compatible nearest-rank 95th percentile per \\\"contact\\\" group for \\\"previous\\\", casting the TEXT measure to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":21888,"output_tokens":360}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c855fd8e8b04e70c9a5c8e015e5cf25e0e503119 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"contact\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"contact\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"contact\") AS \"cnt\"\n FROM \"m8\"\n),\n\"picked\" AS (\n SELECT\n \"contact\",\n \"previous_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"contact\"\n ORDER BY \"rn\"\n ) AS \"pick_rn\"\n FROM \"ranked\"\n WHERE \"rn\" >= CEIL(0.95 * \"cnt\")\n)\nSELECT\n \"contact\",\n \"percentile_measure\"\nFROM \"picked\"\nWHERE \"pick_rn\" = 1\nORDER BY \"percentile_measure\" DESC;","notes":"Used a SQLite-compatible nearest-rank 95th percentile per \"contact\" group for \"previous\", casting the TEXT measure to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca523e8e3f6084f78fce3bc773754ef4c14598ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df227-a3d2-78b0-916a-40d696161e63"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"contact\\\"\\n ORDER BY CAST(\\\"previous\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"contact\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n \\\"previous_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"contact\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= ((95 * \\\"cnt\\\") + 99) / 100\\n)\\nSELECT\\n \\\"contact\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rn\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL(0.95 * cnt) with SQLite-safe integer arithmetic for ceil(95*cnt/100): ((95 * cnt) + 99) / 100.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22895,"cached_input_tokens":21888,"output_tokens":422}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1c721decedf9e3644cf485f7c27f1581f34eea1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"contact\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"contact\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"contact\") AS \"cnt\"\n FROM \"m8\"\n),\n\"picked\" AS (\n SELECT\n \"contact\",\n \"previous_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"contact\"\n ORDER BY \"rn\"\n ) AS \"pick_rn\"\n FROM \"ranked\"\n WHERE \"rn\" >= ((95 * \"cnt\") + 99) / 100\n)\nSELECT\n \"contact\",\n \"percentile_measure\"\nFROM \"picked\"\nWHERE \"pick_rn\" = 1\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL(0.95 * cnt) with SQLite-safe integer arithmetic for ceil(95*cnt/100): ((95 * cnt) + 99) / 100."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d3cd8d5fd274bb892ec14abcc4cb9747da856d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:42:41.743991Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:42:44.416222Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:42:56.398907Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c8ca1390be7d5d30ce2e0da3250eb33b173b32d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:42:57.428913Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:42:59.940189Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:43:12.687373Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..56cadba32c896075f88155da864c8872f0d787f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=contact, measure_col=previous. +Result preview: [{"contact": "telephone", "percentile_measure": 5.0}, {"contact": "cellular", "percentile_measure": 4.0}, {"contact": "unknown", "percentile_measure": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed7b4ade43029628c4c04bc980aae1cfd8919fdc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_4290e35320a2bdc9 +-- problem_id: v2p_m8_ebabf9fc7800d7c7 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "contact", + CAST("previous" AS REAL) AS "previous_value", + ROW_NUMBER() OVER ( + PARTITION BY "contact" + ORDER BY CAST("previous" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "contact") AS "cnt" + FROM "m8" +), +"picked" AS ( + SELECT + "contact", + "previous_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "contact" + ORDER BY "rn" + ) AS "pick_rn" + FROM "ranked" + WHERE "rn" >= CEIL(0.95 * "cnt") +) +SELECT + "contact", + "percentile_measure" +FROM "picked" +WHERE "pick_rn" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a0e7bd935d77a1800b14b7a1500028e4f05521c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"contact\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"contact\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"contact\") AS \"cnt\"\n FROM \"m8\"\n),\n\"picked\" AS (\n SELECT\n \"contact\",\n \"previous_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"contact\"\n ORDER BY \"rn\"\n ) AS \"pick_rn\"\n FROM \"ranked\"\n WHERE \"rn\" >= ((95 * \"cnt\") + 99) / 100\n)\nSELECT\n \"contact\",\n \"percentile_measure\"\nFROM \"picked\"\nWHERE \"pick_rn\" = 1\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"contact\\\"\\n ORDER BY CAST(\\\"previous\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"contact\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n \\\"previous_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"contact\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= ((95 * \\\"cnt\\\") + 99) / 100\\n)\\nSELECT\\n \\\"contact\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rn\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"contact\", \"percentile_measure\"], \"rows\": [{\"contact\": \"telephone\", \"percentile_measure\": 5.0}, {\"contact\": \"cellular\", \"percentile_measure\": 4.0}, {\"contact\": \"unknown\", \"percentile_measure\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 176.84}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c6bb784fea22a30286877a4e65c7b1f1b477d2f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:42:41.527754+00:00", + "ended_at": "2026-05-04T08:43:13.715764+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_4290e35320a2bdc9", + "problem_id": "v2p_m8_ebabf9fc7800d7c7", + "dataset_id": "m8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=contact, measure_col=previous.", + "bindings": { + "group_col": "contact", + "measure_col": "previous", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_4290e35320a2bdc9.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4290e35320a2bdc9", + "api_calls": 0, + "input_tokens": 45533, + "cached_input_tokens": 43776, + "output_tokens": 782, + "total_tokens": 46315, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5351, + "estimated_output_tokens": 526, + "estimated_total_tokens": 5877, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31952.87, + "sql_execution_elapsed_ms_total": 176.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_4290e35320a2bdc9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a8d78e29b6c0e2469d05edb458a16b5552d8ff4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:42:57.166404+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15612.03, "started_at": "2026-05-04T08:42:41.536462+00:00", "ended_at": "2026-05-04T08:42:57.139974+00:00", "prompt_metrics": {"chars": 9138, "bytes_utf8": 9138, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 880, "bytes_utf8": 880, "lines": 1, "estimated_tokens": 256}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 360}, "stderr_preview": "2026-05-04T08:42:41.743991Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:42:44.416222Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CEIL(0.95 * \\\"cnt\\\")\\n)\\nSELECT\\n \\\"contact\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rn\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used a SQLite-compatible nearest-rank 95th percentile per \\\"contact\\\" group for \\\"previous\\\", casting the TEXT measure to REAL.\"}"} +{"timestamp": "2026-05-04T08:42:57.167717+00:00", "event_type": "sqlite_query_error", "engine": "v2-cli:codex", "attempt": 1, "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"contact\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"contact\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"contact\") AS \"cnt\"\n FROM \"m8\"\n),\n\"picked\" AS (\n SELECT\n \"contact\",\n \"previous_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"contact\"\n ORDER BY \"rn\"\n ) AS \"pick_rn\"\n FROM \"ranked\"\n WHERE \"rn\" >= CEIL(0.95 * \"cnt\")\n)\nSELECT\n \"contact\",\n \"percentile_measure\"\nFROM \"picked\"\nWHERE \"pick_rn\" = 1\nORDER BY \"percentile_measure\" DESC;", "error": "no such function: CEIL"} +{"timestamp": "2026-05-04T08:43:13.532057+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16340.84, "started_at": "2026-05-04T08:42:57.169485+00:00", "ended_at": "2026-05-04T08:43:13.510845+00:00", "prompt_metrics": {"chars": 10017, "bytes_utf8": 10017, "lines": 304, "estimated_tokens": 2804}, "response_metrics": {"chars": 880, "bytes_utf8": 880, "lines": 1, "estimated_tokens": 270}, "usage": {"input_tokens": 22895, "cached_input_tokens": 21888, "output_tokens": 422}, "stderr_preview": "2026-05-04T08:42:57.428913Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:42:59.940189Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = ((95 * \\\"cnt\\\") + 99) / 100\\n)\\nSELECT\\n \\\"contact\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rn\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL(0.95 * cnt) with SQLite-safe integer arithmetic for ceil(95*cnt/100): ((95 * cnt) + 99) / 100.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..69f32186889f20b09f4eba68886cda4bf7c5b56e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4290e35320a2bdc9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4290e35320a2bdc9", + "api_calls": 0, + "input_tokens": 45533, + "cached_input_tokens": 43776, + "output_tokens": 782, + "total_tokens": 46315, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5351, + "estimated_output_tokens": 526, + "estimated_total_tokens": 5877, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31952.87, + "sql_execution_elapsed_ms_total": 176.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_4290e35320a2bdc9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0239fca2d0d76d989e830e6fe8aac2d1a14ee692 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9255, "bytes_utf8": 9255, "lines": 303, "estimated_tokens": 2609}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 453, "bytes_utf8": 453, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22700, "cached_input_tokens": 21888, "output_tokens": 133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d9e3d31d55d871bc922ff3be1414205148266d67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_42e846dbcfe51241", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 22833, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2726, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11143.91, + "sql_execution_elapsed_ms_total": 56.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_42e846dbcfe51241\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a855acc4135171b547031693767e03051e7d6f2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:20:04.517266+00:00", + "ended_at": "2026-05-04T08:20:15.660481+00:00", + "elapsed_ms": 11143.91, + "prompt_metrics": { + "chars": 9255, + "bytes_utf8": 9255, + "lines": 303, + "estimated_tokens": 2609 + }, + "stdout_metrics": { + "chars": 778, + "bytes_utf8": 778, + "lines": 4, + "estimated_tokens": 220 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13249 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 453, + "bytes_utf8": 453, + "lines": 1, + "estimated_tokens": 117 + }, + "usage": { + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 133 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1c17ea7908885c45f9026edf0369efcb44263ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=education, group_col_2=housing, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "education", + "group_col_2": "housing", + "target_col": "y", + "target_value": "no", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e6281b3f67d38ea89900d3afa7c658775a0cfbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-b1c2-7d73-971e-79024cd1f575"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"housing\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"housing\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=education, group_col_2=housing, target_col=y, target_value='no'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22700,"cached_input_tokens":21888,"output_tokens":133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0db04807fa8ffbce4d7e0afcd6d425b7cdacf427 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"housing\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"education\", \"housing\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=education, group_col_2=housing, target_col=y, target_value='no'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e0e8f02c818a84a100a72c064b1356bf5793da2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:04.734066Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:07.106032Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:14.879150Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7b0f8780e332561963e7274fb5fa415b614272a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=education, group_col_2=housing, target_col=y. +Result preview: [{"education": "primary", "housing": "yes", "target_rate": 0.9422187981510015}, {"education": "unknown", "housing": "yes", "target_rate": 0.9280487804878049}, {"education": "secondary", "housing": "yes", "target_rate": 0.9261290782162701}, {"education": "tertiary", "housing": "yes", "target_rate": 0.9037315772969583}, {"education": "primary", "housing": "no", "target_rate": 0.876225904633074}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d1d2723aed0d91deed649242020c937a2d9934c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_42e846dbcfe51241 +-- problem_id: v2p_m8_941f0ea274ab50f8 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "housing", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "education", "housing" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86d263ff51b92826d3eeaa9174f01f9a29961bd5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"housing\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"education\", \"housing\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"housing\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"housing\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"education\", \"housing\", \"target_rate\"], \"rows\": [{\"education\": \"primary\", \"housing\": \"yes\", \"target_rate\": 0.9422187981510015}, {\"education\": \"unknown\", \"housing\": \"yes\", \"target_rate\": 0.9280487804878049}, {\"education\": \"secondary\", \"housing\": \"yes\", \"target_rate\": 0.9261290782162701}, {\"education\": \"tertiary\", \"housing\": \"yes\", \"target_rate\": 0.9037315772969583}, {\"education\": \"primary\", \"housing\": \"no\", \"target_rate\": 0.876225904633074}, {\"education\": \"secondary\", \"housing\": \"no\", \"target_rate\": 0.8458096900916631}, {\"education\": \"unknown\", \"housing\": \"no\", \"target_rate\": 0.8138862102217936}, {\"education\": \"tertiary\", \"housing\": \"no\", \"target_rate\": 0.8003755597284414}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 56.12}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3060e533acfc5c00b01e8a14a814fc64d7786736 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:20:04.507509+00:00", + "ended_at": "2026-05-04T08:20:15.743915+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_42e846dbcfe51241", + "problem_id": "v2p_m8_941f0ea274ab50f8", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=education, group_col_2=housing, target_col=y.", + "bindings": { + "group_col": "education", + "group_col_2": "housing", + "target_col": "y", + "target_value": "no", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_42e846dbcfe51241.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_42e846dbcfe51241", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 22833, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2726, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11143.91, + "sql_execution_elapsed_ms_total": 56.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_42e846dbcfe51241\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c1166d53534d202dee1878fbe94cc19af2c916b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_42e846dbcfe51241/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:15.679743+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11143.91, "started_at": "2026-05-04T08:20:04.517266+00:00", "ended_at": "2026-05-04T08:20:15.660481+00:00", "prompt_metrics": {"chars": 9255, "bytes_utf8": 9255, "lines": 303, "estimated_tokens": 2609}, "response_metrics": {"chars": 453, "bytes_utf8": 453, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22700, "cached_input_tokens": 21888, "output_tokens": 133}, "stderr_preview": "2026-05-04T08:20:04.734066Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:07.106032Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=education, group_col_2=loan, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "education", + "group_col_2": "loan", + "target_col": "y", + "target_value": "yes", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed4d66e5f609c2b5426220b748f8056632fc0fe6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-3b65-7043-b5d2-1e3aa2334b1a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"loan\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"loan\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=education, group_col_2=loan, target_col=y, target_value='yes'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22700,"cached_input_tokens":21888,"output_tokens":140}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a12e3f18bae2f47d095e1dcc920a1d9a6d5a041 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"loan\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m8\"\nGROUP BY \"education\", \"loan\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=education, group_col_2=loan, target_col=y, target_value='yes'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..19fcb47a8afd61310006fdd6a236ce5bd3ace6a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:40.007675Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:42.382346Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:50.367167Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a536a6e532d300d1cb9a05128a3caed68fbf677a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=education, group_col_2=loan, target_col=y. +Result preview: [{"education": "tertiary", "loan": "no", "target_rate": 0.1619345315620387}, {"education": "unknown", "loan": "no", "target_rate": 0.14095127610208816}, {"education": "secondary", "loan": "no", "target_rate": 0.11408011005873327}, {"education": "primary", "loan": "no", "target_rate": 0.09284365882958641}, {"education": "tertiary", "loan": "yes", "target_rate": 0.0734304932735426}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..644ed43cfe9b0a2547007d5ca06be375262eba18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_4348ee16348b1ec5 +-- problem_id: v2p_m8_a9a8b09fb5c8b746 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "loan", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m8" +GROUP BY "education", "loan" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..592ea05c25e01c40e9126428ddd15f7cdd515acb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"loan\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m8\"\nGROUP BY \"education\", \"loan\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"loan\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"loan\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"education\", \"loan\", \"target_rate\"], \"rows\": [{\"education\": \"tertiary\", \"loan\": \"no\", \"target_rate\": 0.1619345315620387}, {\"education\": \"unknown\", \"loan\": \"no\", \"target_rate\": 0.14095127610208816}, {\"education\": \"secondary\", \"loan\": \"no\", \"target_rate\": 0.11408011005873327}, {\"education\": \"primary\", \"loan\": \"no\", \"target_rate\": 0.09284365882958641}, {\"education\": \"tertiary\", \"loan\": \"yes\", \"target_rate\": 0.0734304932735426}, {\"education\": \"secondary\", \"loan\": \"yes\", \"target_rate\": 0.06832442481989309}, {\"education\": \"unknown\", \"loan\": \"yes\", \"target_rate\": 0.06766917293233082}, {\"education\": \"primary\", \"loan\": \"yes\", \"target_rate\": 0.048828125}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 58.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ad7f18b72a0c680690817ac08087eada63f5ed25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:20:39.747687+00:00", + "ended_at": "2026-05-04T08:20:55.169201+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_4348ee16348b1ec5", + "problem_id": "v2p_m8_a9a8b09fb5c8b746", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=education, group_col_2=loan, target_col=y.", + "bindings": { + "group_col": "education", + "group_col_2": "loan", + "target_col": "y", + "target_value": "yes", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_4348ee16348b1ec5.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4348ee16348b1ec5", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 140, + "total_tokens": 22840, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2733, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15327.86, + "sql_execution_elapsed_ms_total": 58.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_4348ee16348b1ec5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1831157f6471285adb2971b6e8faaf1057f6844c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4348ee16348b1ec5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:55.103536+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15327.86, "started_at": "2026-05-04T08:20:39.756020+00:00", "ended_at": "2026-05-04T08:20:55.084012+00:00", "prompt_metrics": {"chars": 9242, "bytes_utf8": 9242, "lines": 303, "estimated_tokens": 2609}, "response_metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 22700, "cached_input_tokens": 21888, "output_tokens": 140}, "stderr_preview": "2026-05-04T08:20:40.007675Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:42.382346Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=poutcome.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "housing", + "group_col_2": "poutcome", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "yes", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da4e75cba7f3c7a3eae2aa9bf9792c19e2866ce7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df219-c9ee-7412-9a50-5276724b8ef4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"housing\\\", \\\"poutcome\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"m8\\\"\\nWHERE \\\"y\\\" = 'yes'\\nGROUP BY \\\"housing\\\", \\\"poutcome\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the required filtered two-dimensional group count template with group_col=\\\"housing\\\", group_col_2=\\\"poutcome\\\", and predicate \\\"y\\\" = 'yes'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22694,"cached_input_tokens":19840,"output_tokens":138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..621d13bf0fb09287a4b484bf29b5d3340f07e03e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"housing\", \"poutcome\", COUNT(*) AS \"row_count\"\nFROM \"m8\"\nWHERE \"y\" = 'yes'\nGROUP BY \"housing\", \"poutcome\"\nORDER BY \"row_count\" DESC;","notes":"Uses the required filtered two-dimensional group count template with group_col=\"housing\", group_col_2=\"poutcome\", and predicate \"y\" = 'yes'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7199273c5f2563f4b9513ba53386dc50ed2918b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:27:49.719518Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:27:52.131406Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:28:00.450329Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ddfd7e8ca4a6e3dd47ff90e41fb79726fd8f4de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=poutcome. +Result preview: [{"housing": "no", "poutcome": "unknown", "row_count": 2101}, {"housing": "yes", "poutcome": "unknown", "row_count": 1285}, {"housing": "no", "poutcome": "success", "row_count": 729}, {"housing": "no", "poutcome": "failure", "row_count": 330}, {"housing": "yes", "poutcome": "failure", "row_count": 288}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..668a6c94d3b9f30a9e244314431836f8eed15bba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m8_434a63596f6d5f3a +-- problem_id: v2p_m8_1c978c411359c90d +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "poutcome", COUNT(*) AS "row_count" +FROM "m8" +WHERE "y" = 'yes' +GROUP BY "housing", "poutcome" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..755e57f066dd073d153f984087ad28d043d7c9ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"housing\", \"poutcome\", COUNT(*) AS \"row_count\"\nFROM \"m8\"\nWHERE \"y\" = 'yes'\nGROUP BY \"housing\", \"poutcome\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"housing\\\", \\\"poutcome\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"m8\\\"\\nWHERE \\\"y\\\" = 'yes'\\nGROUP BY \\\"housing\\\", \\\"poutcome\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"housing\", \"poutcome\", \"row_count\"], \"rows\": [{\"housing\": \"no\", \"poutcome\": \"unknown\", \"row_count\": 2101}, {\"housing\": \"yes\", \"poutcome\": \"unknown\", \"row_count\": 1285}, {\"housing\": \"no\", \"poutcome\": \"success\", \"row_count\": 729}, {\"housing\": \"no\", \"poutcome\": \"failure\", \"row_count\": 330}, {\"housing\": \"yes\", \"poutcome\": \"failure\", \"row_count\": 288}, {\"housing\": \"yes\", \"poutcome\": \"success\", \"row_count\": 249}, {\"housing\": \"no\", \"poutcome\": \"other\", \"row_count\": 194}, {\"housing\": \"yes\", \"poutcome\": \"other\", \"row_count\": 113}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.49}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..17fc5271a7e5a6f1e815762eb6fc5a7c07e86ebe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:27:49.458753+00:00", + "ended_at": "2026-05-04T08:28:01.231181+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_434a63596f6d5f3a", + "problem_id": "v2p_m8_1c978c411359c90d", + "dataset_id": "m8", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=poutcome.", + "bindings": { + "group_col": "housing", + "group_col_2": "poutcome", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "yes", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_434a63596f6d5f3a.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_434a63596f6d5f3a", + "api_calls": 0, + "input_tokens": 22694, + "cached_input_tokens": 19840, + "output_tokens": 138, + "total_tokens": 22832, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2603, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2709, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11718.58, + "sql_execution_elapsed_ms_total": 16.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_434a63596f6d5f3a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac957ed245f83f63e52562d4b69b76f82f71ac76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_434a63596f6d5f3a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:28:01.205492+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11718.58, "started_at": "2026-05-04T08:27:49.469947+00:00", "ended_at": "2026-05-04T08:28:01.188757+00:00", "prompt_metrics": {"chars": 9260, "bytes_utf8": 9260, "lines": 304, "estimated_tokens": 2603}, "response_metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22694, "cached_input_tokens": 19840, "output_tokens": 138}, "stderr_preview": "2026-05-04T08:27:49.719518Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:27:52.131406Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=poutcome.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "poutcome", + "predicate_col": "pdays", + "predicate_op": ">=", + "predicate_value": -1.0, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7329d7959ba262241678073e6077b7fa6ca56a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-e287-7782-8874-1d62e81a984d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"poutcome\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"pdays\\\" AS REAL) >= -1.0\\nGROUP BY \\\"poutcome\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 13;\",\"notes\":\"Used the planned template with group_col=\\\"poutcome\\\" and predicate on \\\"pdays\\\". Cast \\\"pdays\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22654,"cached_input_tokens":19840,"output_tokens":124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c7703fdc993400787a079312d93854c71e6bcb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"poutcome\", COUNT(*) AS \"support\"\nFROM \"m8\"\nWHERE CAST(\"pdays\" AS REAL) >= -1.0\nGROUP BY \"poutcome\"\nORDER BY \"support\" DESC\nLIMIT 13;","notes":"Used the planned template with group_col=\"poutcome\" and predicate on \"pdays\". Cast \"pdays\" to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d924320c23a5e73ed2c26129b182b86901a5941e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:27.392661Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:29.788864Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:37.819074Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ed47f3b3c584840c25cacfaeedd3ced67fb69d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=poutcome. +Result preview: [{"poutcome": "unknown", "support": 36959}, {"poutcome": "failure", "support": 4901}, {"poutcome": "other", "support": 1840}, {"poutcome": "success", "support": 1511}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6bc2a80dcb3f13b29426a8cfad7c23bf2ff45df1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_4419d779d78d772c +-- problem_id: v2p_m8_8ee5e8f0f41506e2 +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", COUNT(*) AS "support" +FROM "m8" +WHERE CAST("pdays" AS REAL) >= -1.0 +GROUP BY "poutcome" +ORDER BY "support" DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..72ed7bb782a9c34d31a9e497f31a1fedd92e6afb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"poutcome\", COUNT(*) AS \"support\"\nFROM \"m8\"\nWHERE CAST(\"pdays\" AS REAL) >= -1.0\nGROUP BY \"poutcome\"\nORDER BY \"support\" DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"poutcome\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"pdays\\\" AS REAL) >= -1.0\\nGROUP BY \\\"poutcome\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 13;\", \"columns\": [\"poutcome\", \"support\"], \"rows\": [{\"poutcome\": \"unknown\", \"support\": 36959}, {\"poutcome\": \"failure\", \"support\": 4901}, {\"poutcome\": \"other\", \"support\": 1840}, {\"poutcome\": \"success\", \"support\": 1511}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 28.21}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8ab4933fc46f2a732a96f3dc65b3c38e06bd7d04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:10:27.194875+00:00", + "ended_at": "2026-05-04T08:10:38.798958+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_4419d779d78d772c", + "problem_id": "v2p_m8_8ee5e8f0f41506e2", + "dataset_id": "m8", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=poutcome.", + "bindings": { + "group_col": "poutcome", + "predicate_col": "pdays", + "predicate_op": ">=", + "predicate_value": -1.0, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_4419d779d78d772c.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4419d779d78d772c", + "api_calls": 0, + "input_tokens": 22654, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 22778, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2565, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2673, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11542.31, + "sql_execution_elapsed_ms_total": 28.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_4419d779d78d772c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..12faf0f2ab3e868795961a4a0a7041ee54fc4970 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:38.763988+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11542.31, "started_at": "2026-05-04T08:10:27.204572+00:00", "ended_at": "2026-05-04T08:10:38.747118+00:00", "prompt_metrics": {"chars": 9142, "bytes_utf8": 9142, "lines": 302, "estimated_tokens": 2565}, "response_metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22654, "cached_input_tokens": 19840, "output_tokens": 124}, "stderr_preview": "2026-05-04T08:10:27.392661Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:29.788864Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = -1.0\\nGROUP BY \\\"poutcome\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 13;\",\"notes\":\"Used the planned template with group_col=\\\"poutcome\\\" and predicate on \\\"pdays\\\". Cast \\\"pdays\\\" to REAL because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7d7225fc4ff18167717c3aa4627e722117bdce28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4419d779d78d772c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4419d779d78d772c", + "api_calls": 0, + "input_tokens": 22654, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 22778, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2565, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2673, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11542.31, + "sql_execution_elapsed_ms_total": 28.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_4419d779d78d772c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_490b3aa304a60c42/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_490b3aa304a60c42/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4db8387ccdd40f3b652c9cffbe7a9c0f1277be69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_490b3aa304a60c42/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "cellular", "support": 29285, "support_share": 0.647740594103205, "support_rank": 1}, {"value_label": "unknown", "support": 13020, "support_share": 0.28798301298356593, "support_rank": 2}, {"value_label": "telephone", "support": 2906, "support_share": 0.06427639291322908, "support_rank": 3}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_490b3aa304a60c42/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_490b3aa304a60c42/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..484e4f7673185789eaaa57da1b5dc11fc8650c6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_490b3aa304a60c42/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_490b3aa304a60c42 +-- problem_id: v2p_m8_5a9416cfba84bbb2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "contact" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "contact" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_490b3aa304a60c42/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_490b3aa304a60c42/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..747ebf33d9e4901f6427ebdb15b94244c4d4ff13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_490b3aa304a60c42/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m8_490b3aa304a60c42\n-- problem_id: v2p_m8_5a9416cfba84bbb2\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"contact\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"contact\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m8_490b3aa304a60c42\\n-- problem_id: v2p_m8_5a9416cfba84bbb2\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"contact\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"contact\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"cellular\", \"support\": 29285, \"support_share\": 0.647740594103205, \"support_rank\": 1}, {\"value_label\": \"unknown\", \"support\": 13020, \"support_share\": 0.28798301298356593, \"support_rank\": 2}, {\"value_label\": \"telephone\", \"support\": 2906, \"support_share\": 0.06427639291322908, \"support_rank\": 3}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_490b3aa304a60c42/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_490b3aa304a60c42/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c505b7370068faf8de975f9d0c7180435eb46680 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_490b3aa304a60c42/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:10.960756+00:00", + "ended_at": "2026-05-04T08:57:10.988339+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_490b3aa304a60c42", + "problem_id": "v2p_m8_5a9416cfba84bbb2", + "dataset_id": "m8", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=contact.", + "bindings": { + "group_col": "contact" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_490b3aa304a60c42.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_490b3aa304a60c42/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_490b3aa304a60c42/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_490b3aa304a60c42/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34b932d380f4c8b9728bcfa8c4fdb6046b82bf68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9467, "bytes_utf8": 9467, "lines": 305, "estimated_tokens": 2622}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 929, "bytes_utf8": 929, "lines": 1, "estimated_tokens": 259}, "usage": {"input_tokens": 22713, "cached_input_tokens": 21888, "output_tokens": 686}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fe5ee3fadc1c91bc781a69f8e9aed001a49802e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_49a7f6d69776c908", + "api_calls": 0, + "input_tokens": 22713, + "cached_input_tokens": 21888, + "output_tokens": 686, + "total_tokens": 23399, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2622, + "estimated_output_tokens": 259, + "estimated_total_tokens": 2881, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21788.88, + "sql_execution_elapsed_ms_total": 109.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_49a7f6d69776c908\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..693833301af7a287dedca5fb7d32c184c9ded453 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:41:25.764373+00:00", + "ended_at": "2026-05-04T08:41:47.546645+00:00", + "elapsed_ms": 21788.88, + "prompt_metrics": { + "chars": 9467, + "bytes_utf8": 9467, + "lines": 305, + "estimated_tokens": 2622 + }, + "stdout_metrics": { + "chars": 1339, + "bytes_utf8": 1339, + "lines": 4, + "estimated_tokens": 417 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13240 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 929, + "bytes_utf8": 929, + "lines": 1, + "estimated_tokens": 259 + }, + "usage": { + "input_tokens": 22713, + "cached_input_tokens": 21888, + "output_tokens": 686 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15f61541f44fc2e201ae07550c0df075393169a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=education, measure_col=day, condition_col=contact.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "education", + "measure_col": "day", + "condition_col": "contact", + "condition_value": "cellular", + "positive_value": "cellular", + "negative_value": "unknown", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..55c54ff2cac329548af1728acb178275e5e02d81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df226-3eaa-78b1-8638-3c516c7ff72c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"education\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"contact\\\" = 'cellular'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"education\\\",\\n \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"education\\\"\\n ORDER BY \\\"day_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"education\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"education\\\",\\n \\\"day_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" * 9) + 9) / 10 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank 90th percentile per education after filtering rows where contact = 'cellular'. Identifiers are double-quoted and the numeric measure day is cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22713,"cached_input_tokens":21888,"output_tokens":686}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd7f2969839550074cc436c1bebeb0f0c1d6ae55 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"education\",\n CAST(\"day\" AS REAL) AS \"day_value\"\n FROM \"m8\"\n WHERE \"contact\" = 'cellular'\n),\n\"ranked\" AS (\n SELECT\n \"education\",\n \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"education\"\n ORDER BY \"day_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"education\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"education\",\n \"day_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((\"cnt\" * 9) + 9) / 10 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank 90th percentile per education after filtering rows where contact = 'cellular'. Identifiers are double-quoted and the numeric measure day is cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c06a77379c11d911d5f26b33266157d6c9bf6bd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:41:26.001840Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:41:28.319634Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:41:46.877084Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e17f83da7e361dbe10addfd92b3e7d4a6c9746b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=education, measure_col=day, condition_col=contact. +Result preview: [{"education": "unknown", "conditional_percentile": 29.0}, {"education": "primary", "conditional_percentile": 28.0}, {"education": "secondary", "conditional_percentile": 28.0}, {"education": "tertiary", "conditional_percentile": 28.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..28eb18c8d81e2c4d5d106572dd5f05f2658c8769 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/generated_sql.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_49a7f6d69776c908 +-- problem_id: v2p_m8_6b9c869f9c707de7 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "education", + CAST("day" AS REAL) AS "day_value" + FROM "m8" + WHERE "contact" = 'cellular' +), +"ranked" AS ( + SELECT + "education", + "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "education" + ORDER BY "day_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "education" + ) AS "cnt" + FROM "filtered" +) +SELECT + "education", + "day_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((("cnt" * 9) + 9) / 10 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9be40a685d37ba4fa2232996d0b17858e69a5dd3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"education\",\n CAST(\"day\" AS REAL) AS \"day_value\"\n FROM \"m8\"\n WHERE \"contact\" = 'cellular'\n),\n\"ranked\" AS (\n SELECT\n \"education\",\n \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"education\"\n ORDER BY \"day_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"education\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"education\",\n \"day_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((\"cnt\" * 9) + 9) / 10 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"education\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"contact\\\" = 'cellular'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"education\\\",\\n \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"education\\\"\\n ORDER BY \\\"day_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"education\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"education\\\",\\n \\\"day_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" * 9) + 9) / 10 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"education\", \"conditional_percentile\"], \"rows\": [{\"education\": \"unknown\", \"conditional_percentile\": 29.0}, {\"education\": \"primary\", \"conditional_percentile\": 28.0}, {\"education\": \"secondary\", \"conditional_percentile\": 28.0}, {\"education\": \"tertiary\", \"conditional_percentile\": 28.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 109.39}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5849209eecff52c33726285c7f662bb552585320 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:41:25.756053+00:00", + "ended_at": "2026-05-04T08:41:47.695023+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_49a7f6d69776c908", + "problem_id": "v2p_m8_6b9c869f9c707de7", + "dataset_id": "m8", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=education, measure_col=day, condition_col=contact.", + "bindings": { + "group_col": "education", + "measure_col": "day", + "condition_col": "contact", + "condition_value": "cellular", + "positive_value": "cellular", + "negative_value": "unknown", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/1", + "binding_index=93" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_49a7f6d69776c908.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_49a7f6d69776c908", + "api_calls": 0, + "input_tokens": 22713, + "cached_input_tokens": 21888, + "output_tokens": 686, + "total_tokens": 23399, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2622, + "estimated_output_tokens": 259, + "estimated_total_tokens": 2881, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21788.88, + "sql_execution_elapsed_ms_total": 109.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_49a7f6d69776c908\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0dc3c323b6be6306752aebe3bf9000896886f66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_49a7f6d69776c908/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:41:47.578055+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21788.88, "started_at": "2026-05-04T08:41:25.764373+00:00", "ended_at": "2026-05-04T08:41:47.546645+00:00", "prompt_metrics": {"chars": 9467, "bytes_utf8": 9467, "lines": 305, "estimated_tokens": 2622}, "response_metrics": {"chars": 929, "bytes_utf8": 929, "lines": 1, "estimated_tokens": 259}, "usage": {"input_tokens": 22713, "cached_input_tokens": 21888, "output_tokens": 686}, "stderr_preview": "2026-05-04T08:41:26.001840Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:41:28.319634Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=contact, measure_col=previous.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "contact", + "measure_col": "previous", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4925e3fd3ff54293dd9e6076dc96fa782f9da966 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df227-2566-7152-aa90-a3ed0d516314"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"contact\\\"\\n ORDER BY CAST(\\\"previous\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"contact\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"thresholded\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n \\\"previous_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"pct_rank\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"contact\\\",\\n MIN(\\\"previous_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"thresholded\\\"\\nWHERE \\\"rn\\\" >= \\\"pct_rank\\\"\\nGROUP BY \\\"contact\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per \\\"contact\\\" group on numeric-cast \\\"previous\\\" values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":21888,"output_tokens":440}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5c4dd68c699c72b3e2409db053737f7bbb2dc37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"contact\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"contact\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"contact\"\n ) AS \"cnt\"\n FROM \"m8\"\n),\n\"thresholded\" AS (\n SELECT\n \"contact\",\n \"previous_value\",\n \"rn\",\n \"cnt\",\n CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER) AS \"pct_rank\"\n FROM \"ranked\"\n)\nSELECT\n \"contact\",\n MIN(\"previous_value\") AS \"percentile_measure\"\nFROM \"thresholded\"\nWHERE \"rn\" >= \"pct_rank\"\nGROUP BY \"contact\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per \"contact\" group on numeric-cast \"previous\" values."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44056d02bb1fab518a113436ed6d80529c680a66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:42:25.097548Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:42:27.578635Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:42:40.540991Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c43343efcf3a8da5f33fd2a9dbc9d617bc36776a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=contact, measure_col=previous. +Result preview: [{"contact": "telephone", "percentile_measure": 3.0}, {"contact": "cellular", "percentile_measure": 3.0}, {"contact": "unknown", "percentile_measure": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2df52e23254b219c0eb17f117e4ed683bd682494 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_4be75d5156b56ded +-- problem_id: v2p_m8_35c7668052b1061c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "contact", + CAST("previous" AS REAL) AS "previous_value", + ROW_NUMBER() OVER ( + PARTITION BY "contact" + ORDER BY CAST("previous" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "contact" + ) AS "cnt" + FROM "m8" +), +"thresholded" AS ( + SELECT + "contact", + "previous_value", + "rn", + "cnt", + CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) AS "pct_rank" + FROM "ranked" +) +SELECT + "contact", + MIN("previous_value") AS "percentile_measure" +FROM "thresholded" +WHERE "rn" >= "pct_rank" +GROUP BY "contact" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..12165e9670ce8cc4d64a685c37d53a96ddb959e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"contact\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"contact\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"contact\"\n ) AS \"cnt\"\n FROM \"m8\"\n),\n\"thresholded\" AS (\n SELECT\n \"contact\",\n \"previous_value\",\n \"rn\",\n \"cnt\",\n CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER) AS \"pct_rank\"\n FROM \"ranked\"\n)\nSELECT\n \"contact\",\n MIN(\"previous_value\") AS \"percentile_measure\"\nFROM \"thresholded\"\nWHERE \"rn\" >= \"pct_rank\"\nGROUP BY \"contact\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"contact\\\"\\n ORDER BY CAST(\\\"previous\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"contact\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"thresholded\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n \\\"previous_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"pct_rank\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"contact\\\",\\n MIN(\\\"previous_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"thresholded\\\"\\nWHERE \\\"rn\\\" >= \\\"pct_rank\\\"\\nGROUP BY \\\"contact\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"contact\", \"percentile_measure\"], \"rows\": [{\"contact\": \"telephone\", \"percentile_measure\": 3.0}, {\"contact\": \"cellular\", \"percentile_measure\": 3.0}, {\"contact\": \"unknown\", \"percentile_measure\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 180.42}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9675efc51c5c41a148cf023b20c5e15ccc02fa58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:42:24.845425+00:00", + "ended_at": "2026-05-04T08:42:41.525025+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_4be75d5156b56ded", + "problem_id": "v2p_m8_35c7668052b1061c", + "dataset_id": "m8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=contact, measure_col=previous.", + "bindings": { + "group_col": "contact", + "measure_col": "previous", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_4be75d5156b56ded.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4be75d5156b56ded", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 440, + "total_tokens": 23078, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 264, + "estimated_total_tokens": 2811, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16464.5, + "sql_execution_elapsed_ms_total": 180.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_4be75d5156b56ded\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..daedbbed0925d05a0524d702d2fa5834dcc18d28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:42:41.330950+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16464.5, "started_at": "2026-05-04T08:42:24.853663+00:00", "ended_at": "2026-05-04T08:42:41.317814+00:00", "prompt_metrics": {"chars": 9134, "bytes_utf8": 9134, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 917, "bytes_utf8": 917, "lines": 1, "estimated_tokens": 264}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 440}, "stderr_preview": "2026-05-04T08:42:25.097548Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:42:27.578635Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = \\\"pct_rank\\\"\\nGROUP BY \\\"contact\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per \\\"contact\\\" group on numeric-cast \\\"previous\\\" values.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..079b381f5110e8785a8e8ad57ff27727c98b2590 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4be75d5156b56ded/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4be75d5156b56ded", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 440, + "total_tokens": 23078, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 264, + "estimated_total_tokens": 2811, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16464.5, + "sql_execution_elapsed_ms_total": 180.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_4be75d5156b56ded\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31206de7d940c569cb43e9a2d8415cf391ac1320 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9136, "bytes_utf8": 9136, "lines": 302, "estimated_tokens": 2558}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22647, "cached_input_tokens": 21888, "output_tokens": 117}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..692ed80181b2993a8883431eaa50df3d0fbca7f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4c6ecd545dac872a", + "api_calls": 0, + "input_tokens": 22647, + "cached_input_tokens": 21888, + "output_tokens": 117, + "total_tokens": 22764, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2558, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2659, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14865.54, + "sql_execution_elapsed_ms_total": 13.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_4c6ecd545dac872a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1844c56e76e2593ba551b1c5070976b22be5bc13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:11:04.690975+00:00", + "ended_at": "2026-05-04T08:11:19.559043+00:00", + "elapsed_ms": 14865.54, + "prompt_metrics": { + "chars": 9136, + "bytes_utf8": 9136, + "lines": 302, + "estimated_tokens": 2558 + }, + "stdout_metrics": { + "chars": 713, + "bytes_utf8": 713, + "lines": 4, + "estimated_tokens": 210 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13175 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 383, + "bytes_utf8": 383, + "lines": 1, + "estimated_tokens": 101 + }, + "usage": { + "input_tokens": 22647, + "cached_input_tokens": 21888, + "output_tokens": 117 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed70186dd705341cc1ae0168cf45d24d3c0b075c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "job", + "predicate_op": "=", + "predicate_value": "technician", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e5b75c1647ec5fa4fbc4dddb59a91f2e1f03524 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-81e0-7970-a14c-adf030a67d13"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"job\\\" = 'technician'\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required Filtered Top-k Group Count template with fixed bindings: group_col=\\\"y\\\", predicate_col=\\\"job\\\", predicate_op=\\\"=\\\", predicate_value='technician', and top_k=19.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22647,"cached_input_tokens":21888,"output_tokens":117}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4616b046a31a114d34f9fdd8a2fb0fb2ce9936b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"job\" = 'technician'\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the required Filtered Top-k Group Count template with fixed bindings: group_col=\"y\", predicate_col=\"job\", predicate_op=\"=\", predicate_value='technician', and top_k=19."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c643bb947592040a1853ca345619c71e51392207 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:08.221592Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:10.592680Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:18.847065Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..706f1b6798a76c36b7f0b4282c2c23e85af22ca8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y. +Result preview: [{"y": "no", "support": 6757}, {"y": "yes", "support": 840}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9df473bf34f483c9bcec4d4bd9266621699caa48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_4c6ecd545dac872a +-- problem_id: v2p_m8_e5243ddb919d12f7 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "m8" +WHERE "job" = 'technician' +GROUP BY "y" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3d698e09263830e9f89deae65ccd48d34713b31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"job\" = 'technician'\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"job\\\" = 'technician'\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"no\", \"support\": 6757}, {\"y\": \"yes\", \"support\": 840}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.72}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8c9028ad3bd0f41fd517eeaa54ff590f5553a543 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:11:04.657614+00:00", + "ended_at": "2026-05-04T08:11:19.599474+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_4c6ecd545dac872a", + "problem_id": "v2p_m8_e5243ddb919d12f7", + "dataset_id": "m8", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "job", + "predicate_op": "=", + "predicate_value": "technician", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_4c6ecd545dac872a.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4c6ecd545dac872a", + "api_calls": 0, + "input_tokens": 22647, + "cached_input_tokens": 21888, + "output_tokens": 117, + "total_tokens": 22764, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2558, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2659, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14865.54, + "sql_execution_elapsed_ms_total": 13.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_4c6ecd545dac872a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c25c6547db9d79e16dc5373cb3721c1a023e0374 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c6ecd545dac872a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:19.578229+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14865.54, "started_at": "2026-05-04T08:11:04.690975+00:00", "ended_at": "2026-05-04T08:11:19.559043+00:00", "prompt_metrics": {"chars": 9136, "bytes_utf8": 9136, "lines": 302, "estimated_tokens": 2558}, "response_metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22647, "cached_input_tokens": 21888, "output_tokens": 117}, "stderr_preview": "2026-05-04T08:11:08.221592Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:10.592680Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=poutcome, measure_col=pdays.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "poutcome", + "measure_col": "pdays", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e186e215fe6afee09785fcac5abc43ef700190fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22b-7300-7df2-9b92-cc439be61405"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"poutcome\\\",\\n CAST(\\\"pdays\\\" AS REAL) AS \\\"pdays_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"poutcome\\\"\\n ORDER BY CAST(\\\"pdays\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"poutcome\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"thresholded\\\" AS (\\n SELECT\\n \\\"poutcome\\\",\\n \\\"pdays_num\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"poutcome\\\",\\n MIN(\\\"pdays_num\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"thresholded\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"poutcome\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"poutcome\\\" over CAST(\\\"pdays\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":21888,"output_tokens":401}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eccda3a4bb774d19cc1681ab7e454387cf4887ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"poutcome\",\n CAST(\"pdays\" AS REAL) AS \"pdays_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"poutcome\"\n ORDER BY CAST(\"pdays\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"poutcome\"\n ) AS \"cnt\"\n FROM \"m8\"\n),\n\"thresholded\" AS (\n SELECT\n \"poutcome\",\n \"pdays_num\",\n \"rn\",\n \"cnt\",\n CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"poutcome\",\n MIN(\"pdays_num\") AS \"percentile_measure\"\nFROM \"thresholded\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"poutcome\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \"poutcome\" over CAST(\"pdays\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f4cb2e8f14d13a91c3ff175cdfee96d8da659f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:47:07.280046Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:47:09.657663Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:47:22.698541Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bb9f7f7f0f78e62a1f9e0f62f5fa227d069f3cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=poutcome, measure_col=pdays. +Result preview: [{"poutcome": "failure", "percentile_measure": 364.0}, {"poutcome": "other", "percentile_measure": 362.0}, {"poutcome": "success", "percentile_measure": 300.0}, {"poutcome": "unknown", "percentile_measure": -1.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..48a4efb773b1cbd5dc4386019764e1985ce971d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_4c95815da2f125ab +-- problem_id: v2p_m8_d465c91c36225e57 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "poutcome", + CAST("pdays" AS REAL) AS "pdays_num", + ROW_NUMBER() OVER ( + PARTITION BY "poutcome" + ORDER BY CAST("pdays" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "poutcome" + ) AS "cnt" + FROM "m8" +), +"thresholded" AS ( + SELECT + "poutcome", + "pdays_num", + "rn", + "cnt", + CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "poutcome", + MIN("pdays_num") AS "percentile_measure" +FROM "thresholded" +WHERE "rn" >= "target_rn" +GROUP BY "poutcome" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f56ff976789a3e1520369a6987f9a6b726effc2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"poutcome\",\n CAST(\"pdays\" AS REAL) AS \"pdays_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"poutcome\"\n ORDER BY CAST(\"pdays\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"poutcome\"\n ) AS \"cnt\"\n FROM \"m8\"\n),\n\"thresholded\" AS (\n SELECT\n \"poutcome\",\n \"pdays_num\",\n \"rn\",\n \"cnt\",\n CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"poutcome\",\n MIN(\"pdays_num\") AS \"percentile_measure\"\nFROM \"thresholded\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"poutcome\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"poutcome\\\",\\n CAST(\\\"pdays\\\" AS REAL) AS \\\"pdays_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"poutcome\\\"\\n ORDER BY CAST(\\\"pdays\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"poutcome\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"thresholded\\\" AS (\\n SELECT\\n \\\"poutcome\\\",\\n \\\"pdays_num\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"poutcome\\\",\\n MIN(\\\"pdays_num\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"thresholded\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"poutcome\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"poutcome\", \"percentile_measure\"], \"rows\": [{\"poutcome\": \"failure\", \"percentile_measure\": 364.0}, {\"poutcome\": \"other\", \"percentile_measure\": 362.0}, {\"poutcome\": \"success\", \"percentile_measure\": 300.0}, {\"poutcome\": \"unknown\", \"percentile_measure\": -1.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 165.67}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e8e6b7824546d716fb034b6043204f5feec33bad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:47:06.815031+00:00", + "ended_at": "2026-05-04T08:47:23.653331+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_4c95815da2f125ab", + "problem_id": "v2p_m8_d465c91c36225e57", + "dataset_id": "m8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=poutcome, measure_col=pdays.", + "bindings": { + "group_col": "poutcome", + "measure_col": "pdays", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_4c95815da2f125ab.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4c95815da2f125ab", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 401, + "total_tokens": 23043, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2551, + "estimated_output_tokens": 283, + "estimated_total_tokens": 2834, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16636.51, + "sql_execution_elapsed_ms_total": 165.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_4c95815da2f125ab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a865205a71577c90abb40ddfbe2d841620a16f7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:47:23.477007+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16636.51, "started_at": "2026-05-04T08:47:06.823314+00:00", "ended_at": "2026-05-04T08:47:23.460211+00:00", "prompt_metrics": {"chars": 9131, "bytes_utf8": 9131, "lines": 300, "estimated_tokens": 2551}, "response_metrics": {"chars": 878, "bytes_utf8": 878, "lines": 1, "estimated_tokens": 283}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 401}, "stderr_preview": "2026-05-04T08:47:07.280046Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:47:09.657663Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = \\\"target_rn\\\"\\nGROUP BY \\\"poutcome\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"poutcome\\\" over CAST(\\\"pdays\\\" AS REAL).\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6a6443bee09933677b456cdf4ef50097bdb33398 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4c95815da2f125ab/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4c95815da2f125ab", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 401, + "total_tokens": 23043, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2551, + "estimated_output_tokens": 283, + "estimated_total_tokens": 2834, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16636.51, + "sql_execution_elapsed_ms_total": 165.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_4c95815da2f125ab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a536959d8a44e8db186e3bb5869e36113f32007 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9210, "bytes_utf8": 9210, "lines": 303, "estimated_tokens": 2571}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22662, "cached_input_tokens": 19840, "output_tokens": 166}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ada5a3337db72f18f5247a3fe1a3223165e9eb3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4d8ce9c8fbc40891", + "api_calls": 0, + "input_tokens": 22662, + "cached_input_tokens": 19840, + "output_tokens": 166, + "total_tokens": 22828, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2571, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2672, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11839.01, + "sql_execution_elapsed_ms_total": 28.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_4d8ce9c8fbc40891\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0a0036735d989815979a93c02fa098b509fe21db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:23:36.178842+00:00", + "ended_at": "2026-05-04T08:23:48.017392+00:00", + "elapsed_ms": 11839.01, + "prompt_metrics": { + "chars": 9210, + "bytes_utf8": 9210, + "lines": 303, + "estimated_tokens": 2571 + }, + "stdout_metrics": { + "chars": 739, + "bytes_utf8": 739, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13190 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 414, + "bytes_utf8": 414, + "lines": 1, + "estimated_tokens": 101 + }, + "usage": { + "input_tokens": 22662, + "cached_input_tokens": 19840, + "output_tokens": 166 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db064d02591b9ec2f5d9f12fd368b2bf6c808175 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=housing, condition_col=default.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "housing", + "condition_col": "default", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b01cce32e1fecb704a5f16394442fdb86d61cc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-ed08-7ad2-b8a1-18662c169ffa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"housing\\\",\\n AVG(CASE WHEN \\\"default\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applies the planned Grouped Condition Rate template with group_col=\\\"housing\\\" and condition_col=\\\"default\\\", measuring the share of rows where default='yes' within each housing group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22662,"cached_input_tokens":19840,"output_tokens":166}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..335c3c935ae73dd3dc74d78ba54e52b714400023 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"housing\",\n AVG(CASE WHEN \"default\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"housing\"\nORDER BY condition_rate DESC;","notes":"Applies the planned Grouped Condition Rate template with group_col=\"housing\" and condition_col=\"default\", measuring the share of rows where default='yes' within each housing group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4c16ae458feffdd71c3e4fd9f0e68bf77e4ca13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:23:36.539694Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:23:38.909683Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:23:47.203101Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e74f96ee5eea1465685aacaccdd025aaad478f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=housing, condition_col=default. +Result preview: [{"housing": "no", "condition_rate": 0.018923360390418805}, {"housing": "yes", "condition_rate": 0.0173099880620772}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1913060436faeb10471479c16f1d83a9cfde307f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_4d8ce9c8fbc40891 +-- problem_id: v2p_m8_18e4f5059992dac7 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", + AVG(CASE WHEN "default" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "housing" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2207844f79627a76085ae129ffa649d0ea520e61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"housing\",\n AVG(CASE WHEN \"default\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"housing\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"housing\\\",\\n AVG(CASE WHEN \\\"default\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"housing\", \"condition_rate\"], \"rows\": [{\"housing\": \"no\", \"condition_rate\": 0.018923360390418805}, {\"housing\": \"yes\", \"condition_rate\": 0.0173099880620772}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 28.88}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9a50e6f2251fb7164bc7f22639d35222b16db8f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:23:36.168251+00:00", + "ended_at": "2026-05-04T08:23:48.073765+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_4d8ce9c8fbc40891", + "problem_id": "v2p_m8_18e4f5059992dac7", + "dataset_id": "m8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=housing, condition_col=default.", + "bindings": { + "group_col": "housing", + "condition_col": "default", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_4d8ce9c8fbc40891.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4d8ce9c8fbc40891", + "api_calls": 0, + "input_tokens": 22662, + "cached_input_tokens": 19840, + "output_tokens": 166, + "total_tokens": 22828, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2571, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2672, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11839.01, + "sql_execution_elapsed_ms_total": 28.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_4d8ce9c8fbc40891\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc8905d366e881bab40971ba3c302a9bc39e5ac4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4d8ce9c8fbc40891/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:23:48.036241+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11839.01, "started_at": "2026-05-04T08:23:36.178842+00:00", "ended_at": "2026-05-04T08:23:48.017392+00:00", "prompt_metrics": {"chars": 9210, "bytes_utf8": 9210, "lines": 303, "estimated_tokens": 2571}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22662, "cached_input_tokens": 19840, "output_tokens": 166}, "stderr_preview": "2026-05-04T08:23:36.539694Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:23:38.909683Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4e9b30be950ca61e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4e9b30be950ca61e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eda39ba60e6769e4994c4c5ef967c65452a9e945 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4e9b30be950ca61e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_4e9b30be950ca61e\n-- problem_id: v2p_m8_cfa594e421626f85\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"duration\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"m8\"\nGROUP BY \"duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_4e9b30be950ca61e\\n-- problem_id: v2p_m8_cfa594e421626f85\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"duration\", \"support\", \"avg_response\"], \"rows\": [{\"duration\": \"124\", \"support\": 188, \"avg_response\": 14.712765957446809}, {\"duration\": \"90\", \"support\": 184, \"avg_response\": 16.657608695652176}, {\"duration\": \"89\", \"support\": 177, \"avg_response\": 16.34463276836158}, {\"duration\": \"114\", \"support\": 175, \"avg_response\": 17.17142857142857}, {\"duration\": \"122\", \"support\": 175, \"avg_response\": 16.257142857142856}, {\"duration\": \"104\", \"support\": 175, \"avg_response\": 16.222857142857144}, {\"duration\": \"139\", \"support\": 174, \"avg_response\": 15.367816091954023}, {\"duration\": \"112\", \"support\": 174, \"avg_response\": 15.195402298850574}, {\"duration\": \"136\", \"support\": 174, \"avg_response\": 14.471264367816092}, {\"duration\": \"121\", \"support\": 173, \"avg_response\": 16.213872832369944}, {\"duration\": \"88\", \"support\": 170, \"avg_response\": 16.541176470588237}, {\"duration\": \"119\", \"support\": 170, \"avg_response\": 16.511764705882353}, {\"duration\": \"91\", \"support\": 170, \"avg_response\": 16.023529411764706}, {\"duration\": \"103\", \"support\": 169, \"avg_response\": 17.585798816568047}, {\"duration\": \"123\", \"support\": 168, \"avg_response\": 16.125}, {\"duration\": \"97\", \"support\": 168, \"avg_response\": 16.06547619047619}, {\"duration\": \"92\", \"support\": 168, \"avg_response\": 15.619047619047619}, {\"duration\": \"81\", \"support\": 166, \"avg_response\": 18.58433734939759}, {\"duration\": \"85\", \"support\": 166, \"avg_response\": 17.69277108433735}, {\"duration\": \"73\", \"support\": 166, \"avg_response\": 17.52409638554217}, {\"duration\": \"111\", \"support\": 166, \"avg_response\": 15.289156626506024}, {\"duration\": \"113\", \"support\": 166, \"avg_response\": 14.716867469879517}, {\"duration\": \"125\", \"support\": 165, \"avg_response\": 16.654545454545456}, {\"duration\": \"82\", \"support\": 165, \"avg_response\": 16.10909090909091}, {\"duration\": \"106\", \"support\": 165, \"avg_response\": 16.036363636363635}, {\"duration\": \"108\", \"support\": 165, \"avg_response\": 14.787878787878787}, {\"duration\": \"80\", \"support\": 164, \"avg_response\": 16.085365853658537}, {\"duration\": \"87\", \"support\": 163, \"avg_response\": 16.312883435582823}, {\"duration\": \"101\", \"support\": 163, \"avg_response\": 15.607361963190185}, {\"duration\": \"126\", \"support\": 163, \"avg_response\": 15.257668711656441}, {\"duration\": \"98\", \"support\": 162, \"avg_response\": 15.648148148148149}, {\"duration\": \"71\", \"support\": 162, \"avg_response\": 15.506172839506172}, {\"duration\": \"110\", \"support\": 161, \"avg_response\": 16.987577639751553}, {\"duration\": \"72\", \"support\": 161, \"avg_response\": 16.074534161490682}, {\"duration\": \"150\", \"support\": 161, \"avg_response\": 15.5527950310559}, {\"duration\": \"76\", \"support\": 160, \"avg_response\": 17.75625}, {\"duration\": \"102\", \"support\": 160, \"avg_response\": 16.48125}, {\"duration\": \"135\", \"support\": 160, \"avg_response\": 16.23125}, {\"duration\": \"100\", \"support\": 159, \"avg_response\": 16.471698113207548}, {\"duration\": \"166\", \"support\": 159, \"avg_response\": 15.949685534591195}, {\"duration\": \"157\", \"support\": 157, \"avg_response\": 16.484076433121018}, {\"duration\": \"151\", \"support\": 157, \"avg_response\": 16.388535031847134}, {\"duration\": \"158\", \"support\": 156, \"avg_response\": 16.737179487179485}, {\"duration\": \"95\", \"support\": 156, \"avg_response\": 16.724358974358974}, {\"duration\": \"109\", \"support\": 156, \"avg_response\": 16.076923076923077}, {\"duration\": \"77\", \"support\": 155, \"avg_response\": 17.019354838709678}, {\"duration\": \"93\", \"support\": 155, \"avg_response\": 16.38064516129032}, {\"duration\": \"96\", \"support\": 155, \"avg_response\": 16.2}, {\"duration\": \"67\", \"support\": 155, \"avg_response\": 16.038709677419355}, {\"duration\": \"78\", \"support\": 154, \"avg_response\": 16.649350649350648}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 36.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4e9b30be950ca61e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4e9b30be950ca61e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..231cc947d935c8a52a26e948f789502f2028a14d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4e9b30be950ca61e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.676530+00:00", + "ended_at": "2026-05-04T08:57:11.717959+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_4e9b30be950ca61e", + "problem_id": "v2p_m8_cfa594e421626f85", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=day, key_col=duration.", + "bindings": { + "key_col": "duration", + "measure_col": "day", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_4e9b30be950ca61e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4e9b30be950ca61e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4e9b30be950ca61e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4e9b30be950ca61e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4439eae033c9713d348414892d013b2a26432a81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9120, "bytes_utf8": 9120, "lines": 300, "estimated_tokens": 2554}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22643, "cached_input_tokens": 21888, "output_tokens": 179}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..10bfe9dc02df5e89dd9d92d20553f10435af8df0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4f1b26013e6c415a", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 179, + "total_tokens": 22822, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2665, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13223.37, + "sql_execution_elapsed_ms_total": 35.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_4f1b26013e6c415a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3db9a7c9b654b48796a3e86c80eb6e9a8746801a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:51:32.609678+00:00", + "ended_at": "2026-05-04T08:51:45.831178+00:00", + "elapsed_ms": 13223.37, + "prompt_metrics": { + "chars": 9120, + "bytes_utf8": 9120, + "lines": 300, + "estimated_tokens": 2554 + }, + "stdout_metrics": { + "chars": 755, + "bytes_utf8": 755, + "lines": 4, + "estimated_tokens": 227 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13159 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 421, + "bytes_utf8": 421, + "lines": 1, + "estimated_tokens": 111 + }, + "usage": { + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 179 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b20835dd653d967261ddb81f54a8affbe49965fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=age, measure_col=balance.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "age", + "measure_col": "balance", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ca4634a8c3821e228a7af0d562db68183a57e5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22f-811a-7b10-9ce0-7a4d3aee0653"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"age\\\", SUM(CAST(\\\"balance\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nHAVING SUM(CAST(\\\"balance\\\" AS REAL)) > 927.6\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"age\\\" and measure_col=\\\"balance\\\". Cast \\\"balance\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22643,"cached_input_tokens":21888,"output_tokens":179}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dd92848c7ba8d4f7fcd83f9efbde2172d9b5698 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"age\", SUM(CAST(\"balance\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"age\"\nHAVING SUM(CAST(\"balance\" AS REAL)) > 927.6\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"age\" and measure_col=\"balance\". Cast \"balance\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d542506337343c9f9f5683c3e8228885791ef98d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:51:32.824338Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:51:35.205763Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:51:45.006185Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..59a09a219ae0b0cf9bda3d63aa00a6d02b9ed676 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=age, measure_col=balance. +Result preview: [{"age": "32", "total_measure": 2685405.0}, {"age": "31", "total_measure": 2382396.0}, {"age": "33", "total_measure": 2381483.0}, {"age": "34", "total_measure": 2359311.0}, {"age": "36", "total_measure": 2165230.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0411a799c614c37f07ae53f20f1b5885cfe05e0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_4f1b26013e6c415a +-- problem_id: v2p_m8_4b578ce4db87e481 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", SUM(CAST("balance" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "age" +HAVING SUM(CAST("balance" AS REAL)) > 927.6 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..021c1c6dcf3d66554640ecf9ae522775d007b725 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"age\", SUM(CAST(\"balance\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"age\"\nHAVING SUM(CAST(\"balance\" AS REAL)) > 927.6\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"age\\\", SUM(CAST(\\\"balance\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nHAVING SUM(CAST(\\\"balance\\\" AS REAL)) > 927.6\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"age\", \"total_measure\"], \"rows\": [{\"age\": \"32\", \"total_measure\": 2685405.0}, {\"age\": \"31\", \"total_measure\": 2382396.0}, {\"age\": \"33\", \"total_measure\": 2381483.0}, {\"age\": \"34\", \"total_measure\": 2359311.0}, {\"age\": \"36\", \"total_measure\": 2165230.0}, {\"age\": \"37\", \"total_measure\": 2120684.0}, {\"age\": \"35\", \"total_measure\": 2083878.0}, {\"age\": \"38\", \"total_measure\": 2036291.0}, {\"age\": \"30\", \"total_measure\": 1968083.0}, {\"age\": \"39\", \"total_measure\": 1954798.0}, {\"age\": \"45\", \"total_measure\": 1774129.0}, {\"age\": \"41\", \"total_measure\": 1705637.0}, {\"age\": \"40\", \"total_measure\": 1674028.0}, {\"age\": \"43\", \"total_measure\": 1650692.0}, {\"age\": \"44\", \"total_measure\": 1611549.0}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 35.08}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e682e7e14d8410fef5ea3c68ded1fc9f940596ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:51:32.602431+00:00", + "ended_at": "2026-05-04T08:51:45.897080+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_4f1b26013e6c415a", + "problem_id": "v2p_m8_4b578ce4db87e481", + "dataset_id": "m8", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=age, measure_col=balance.", + "bindings": { + "group_col": "age", + "measure_col": "balance", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=120" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_4f1b26013e6c415a.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4f1b26013e6c415a", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 179, + "total_tokens": 22822, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2665, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13223.37, + "sql_execution_elapsed_ms_total": 35.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_4f1b26013e6c415a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..87773bf2545d387bb536a1c82e5659a5e45e17b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:51:45.853628+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13223.37, "started_at": "2026-05-04T08:51:32.609678+00:00", "ended_at": "2026-05-04T08:51:45.831178+00:00", "prompt_metrics": {"chars": 9120, "bytes_utf8": 9120, "lines": 300, "estimated_tokens": 2554}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22643, "cached_input_tokens": 21888, "output_tokens": 179}, "stderr_preview": "2026-05-04T08:51:32.824338Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:51:35.205763Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 927.6\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"age\\\" and measure_col=\\\"balance\\\". Cast \\\"balance\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0829c30985cb7a4506687215c7a1970845230996 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f1b26013e6c415a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4f1b26013e6c415a", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 179, + "total_tokens": 22822, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2665, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13223.37, + "sql_execution_elapsed_ms_total": 35.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_4f1b26013e6c415a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f805b81ad2ba9f494291202fa350b5c2fa65abdc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9141, "bytes_utf8": 9141, "lines": 302, "estimated_tokens": 2558}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22647, "cached_input_tokens": 19840, "output_tokens": 116}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..93b8aceaf8c20ff6fdef4aaa7290353011833506 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4f80a5990a468a89", + "api_calls": 0, + "input_tokens": 22647, + "cached_input_tokens": 19840, + "output_tokens": 116, + "total_tokens": 22763, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2558, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2658, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10217.18, + "sql_execution_elapsed_ms_total": 16.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_4f80a5990a468a89\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6401cc6ce79eb7ef9c04682fa404a014d03076a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:11:30.033975+00:00", + "ended_at": "2026-05-04T08:11:40.251124+00:00", + "elapsed_ms": 10217.18, + "prompt_metrics": { + "chars": 9141, + "bytes_utf8": 9141, + "lines": 302, + "estimated_tokens": 2558 + }, + "stdout_metrics": { + "chars": 715, + "bytes_utf8": 715, + "lines": 4, + "estimated_tokens": 210 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13265 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 385, + "bytes_utf8": 385, + "lines": 1, + "estimated_tokens": 100 + }, + "usage": { + "input_tokens": 22647, + "cached_input_tokens": 19840, + "output_tokens": 116 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..735cdee872240717a33014133677b490b2f2c146 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=age.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "age", + "predicate_col": "marital", + "predicate_op": "=", + "predicate_value": "single", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a38f7035cdec20587a1c62f05f46431595c45cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-d7e7-7fb2-956a-009a106439d4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"age\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"marital\\\" = 'single'\\nGROUP BY \\\"age\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the required Filtered Top-k Group Count template with fixed bindings: group_col=\\\"age\\\", predicate_col=\\\"marital\\\", predicate_op=\\\"=\\\", predicate_value='single', top_k=15.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22647,"cached_input_tokens":19840,"output_tokens":116}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..968585a2e56e3ae820902e5a73b59d5a432a1bb7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"age\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"marital\" = 'single'\nGROUP BY \"age\"\nORDER BY support DESC\nLIMIT 15;","notes":"Used the required Filtered Top-k Group Count template with fixed bindings: group_col=\"age\", predicate_col=\"marital\", predicate_op=\"=\", predicate_value='single', top_k=15."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..62ee2c052707abc857e58b55e2d04b083f1fa2bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:30.204420Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:32.600909Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:39.389556Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..697a2bcddcedc006029b9b7946435988aefc381e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=age. +Result preview: [{"age": "31", "support": 1017}, {"age": "30", "support": 1012}, {"age": "32", "support": 941}, {"age": "33", "support": 746}, {"age": "28", "support": 697}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c61ec4cdb19f40a39fa170d53900c29912653559 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_4f80a5990a468a89 +-- problem_id: v2p_m8_5dc5aabdf1d7581d +-- realization_mode: agent +-- source_kind: agent +SELECT "age", COUNT(*) AS support +FROM "m8" +WHERE "marital" = 'single' +GROUP BY "age" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d45e5beedbdc349b8cfa278414c188642b7ef98 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"age\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"marital\" = 'single'\nGROUP BY \"age\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"age\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"marital\\\" = 'single'\\nGROUP BY \\\"age\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"age\", \"support\"], \"rows\": [{\"age\": \"31\", \"support\": 1017}, {\"age\": \"30\", \"support\": 1012}, {\"age\": \"32\", \"support\": 941}, {\"age\": \"33\", \"support\": 746}, {\"age\": \"28\", \"support\": 697}, {\"age\": \"29\", \"support\": 683}, {\"age\": \"27\", \"support\": 658}, {\"age\": \"34\", \"support\": 650}, {\"age\": \"35\", \"support\": 631}, {\"age\": \"26\", \"support\": 615}, {\"age\": \"36\", \"support\": 538}, {\"age\": \"37\", \"support\": 453}, {\"age\": \"25\", \"support\": 423}, {\"age\": \"38\", \"support\": 394}, {\"age\": \"39\", \"support\": 346}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.13}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d1cbeb22fdf7a09ebad6a4f666ae882cc0e221a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:11:30.024066+00:00", + "ended_at": "2026-05-04T08:11:40.292187+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_4f80a5990a468a89", + "problem_id": "v2p_m8_5dc5aabdf1d7581d", + "dataset_id": "m8", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=age.", + "bindings": { + "group_col": "age", + "predicate_col": "marital", + "predicate_op": "=", + "predicate_value": "single", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_4f80a5990a468a89.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4f80a5990a468a89", + "api_calls": 0, + "input_tokens": 22647, + "cached_input_tokens": 19840, + "output_tokens": 116, + "total_tokens": 22763, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2558, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2658, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10217.18, + "sql_execution_elapsed_ms_total": 16.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_4f80a5990a468a89\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1de56c54e8200519b685f164f69586d92f4c83f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4f80a5990a468a89/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:40.266264+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10217.18, "started_at": "2026-05-04T08:11:30.033975+00:00", "ended_at": "2026-05-04T08:11:40.251124+00:00", "prompt_metrics": {"chars": 9141, "bytes_utf8": 9141, "lines": 302, "estimated_tokens": 2558}, "response_metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22647, "cached_input_tokens": 19840, "output_tokens": 116}, "stderr_preview": "2026-05-04T08:11:30.204420Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:32.600909Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=month, measure_col=balance.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "month", + "measure_col": "balance", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..42d77bf57b6019086da64784d08e127209bf301a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df228-7863-7060-afc6-9685400b486a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"month\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"month\\\"\\n ORDER BY CAST(\\\"balance\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"month\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"month\\\",\\n MIN(\\\"balance_num\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(((\\\"cnt\\\" * 9) + 9) / 10 AS INTEGER)\\n GROUP BY \\\"month\\\"\\n)\\nSELECT\\n \\\"month\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per month. \\\"balance\\\" is stored as TEXT in the schema snapshot, so it is cast to REAL before ordering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22639,"cached_input_tokens":19840,"output_tokens":615}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aecd8a04124ceeb259ba6831a9e7325c1c2663cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"month\",\n CAST(\"balance\" AS REAL) AS \"balance_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"month\"\n ORDER BY CAST(\"balance\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"month\") AS \"cnt\"\n FROM \"m8\"\n),\n\"percentiles\" AS (\n SELECT\n \"month\",\n MIN(\"balance_num\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(((\"cnt\" * 9) + 9) / 10 AS INTEGER)\n GROUP BY \"month\"\n)\nSELECT\n \"month\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per month. \"balance\" is stored as TEXT in the schema snapshot, so it is cast to REAL before ordering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..167add7d5b9640e3f5ac9f103e0cf55b42e5ac69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:43:51.869037Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:43:54.413181Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:44:10.245923Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..207d19488492efb1bb040b7859c570f4f201c72a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=month, measure_col=balance. +Result preview: [{"month": "nov", "percentile_measure": 6503.0}, {"month": "mar", "percentile_measure": 5367.0}, {"month": "oct", "percentile_measure": 5303.0}, {"month": "dec", "percentile_measure": 5000.0}, {"month": "sep", "percentile_measure": 4680.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e31898023014d384a9c0d57b5c15202867f9cb95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/generated_sql.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_4fb129cc88c0b762 +-- problem_id: v2p_m8_e13ae95f49e3d48e +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "month", + CAST("balance" AS REAL) AS "balance_num", + ROW_NUMBER() OVER ( + PARTITION BY "month" + ORDER BY CAST("balance" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "month") AS "cnt" + FROM "m8" +), +"percentiles" AS ( + SELECT + "month", + MIN("balance_num") AS "percentile_measure" + FROM "ranked" + WHERE "rn" >= CAST((("cnt" * 9) + 9) / 10 AS INTEGER) + GROUP BY "month" +) +SELECT + "month", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9b48bf9e34fd4cad455838551fac6da4ab73bec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"month\",\n CAST(\"balance\" AS REAL) AS \"balance_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"month\"\n ORDER BY CAST(\"balance\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"month\") AS \"cnt\"\n FROM \"m8\"\n),\n\"percentiles\" AS (\n SELECT\n \"month\",\n MIN(\"balance_num\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(((\"cnt\" * 9) + 9) / 10 AS INTEGER)\n GROUP BY \"month\"\n)\nSELECT\n \"month\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"month\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"month\\\"\\n ORDER BY CAST(\\\"balance\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"month\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"month\\\",\\n MIN(\\\"balance_num\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(((\\\"cnt\\\" * 9) + 9) / 10 AS INTEGER)\\n GROUP BY \\\"month\\\"\\n)\\nSELECT\\n \\\"month\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"month\", \"percentile_measure\"], \"rows\": [{\"month\": \"nov\", \"percentile_measure\": 6503.0}, {\"month\": \"mar\", \"percentile_measure\": 5367.0}, {\"month\": \"oct\", \"percentile_measure\": 5303.0}, {\"month\": \"dec\", \"percentile_measure\": 5000.0}, {\"month\": \"sep\", \"percentile_measure\": 4680.0}, {\"month\": \"jun\", \"percentile_measure\": 4110.0}, {\"month\": \"apr\", \"percentile_measure\": 3794.0}, {\"month\": \"aug\", \"percentile_measure\": 3616.0}, {\"month\": \"feb\", \"percentile_measure\": 3196.0}, {\"month\": \"may\", \"percentile_measure\": 2708.0}, {\"month\": \"jul\", \"percentile_measure\": 2473.0}, {\"month\": \"jan\", \"percentile_measure\": 2346.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 193.33}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3223679e707b3b1320010e692e304b0af354cf58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:43:51.628861+00:00", + "ended_at": "2026-05-04T08:44:11.343394+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_4fb129cc88c0b762", + "problem_id": "v2p_m8_e13ae95f49e3d48e", + "dataset_id": "m8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=month, measure_col=balance.", + "bindings": { + "group_col": "month", + "measure_col": "balance", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_4fb129cc88c0b762.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4fb129cc88c0b762", + "api_calls": 0, + "input_tokens": 22639, + "cached_input_tokens": 19840, + "output_tokens": 615, + "total_tokens": 23254, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2548, + "estimated_output_tokens": 253, + "estimated_total_tokens": 2801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19485.79, + "sql_execution_elapsed_ms_total": 193.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_4fb129cc88c0b762\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bcc99eaab02c40c6c268d71b786e70549ade0b25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:44:11.141918+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19485.79, "started_at": "2026-05-04T08:43:51.636677+00:00", "ended_at": "2026-05-04T08:44:11.122581+00:00", "prompt_metrics": {"chars": 9131, "bytes_utf8": 9131, "lines": 300, "estimated_tokens": 2548}, "response_metrics": {"chars": 885, "bytes_utf8": 885, "lines": 1, "estimated_tokens": 253}, "usage": {"input_tokens": 22639, "cached_input_tokens": 19840, "output_tokens": 615}, "stderr_preview": "2026-05-04T08:43:51.869037Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:43:54.413181Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(((\\\"cnt\\\" * 9) + 9) / 10 AS INTEGER)\\n GROUP BY \\\"month\\\"\\n)\\nSELECT\\n \\\"month\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per month. \\\"balance\\\" is stored as TEXT in the schema snapshot, so it is cast to REAL before ordering and aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d4cb061a19d0646c9de8de8095b5125e1c15ee43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb129cc88c0b762/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4fb129cc88c0b762", + "api_calls": 0, + "input_tokens": 22639, + "cached_input_tokens": 19840, + "output_tokens": 615, + "total_tokens": 23254, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2548, + "estimated_output_tokens": 253, + "estimated_total_tokens": 2801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19485.79, + "sql_execution_elapsed_ms_total": 193.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_4fb129cc88c0b762\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a1e88d8131714c3d19dfff4024c052c227769058 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9252, "bytes_utf8": 9252, "lines": 303, "estimated_tokens": 2609}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22700, "cached_input_tokens": 21888, "output_tokens": 128}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..862cd217e3c1f6af94ecce29f19bd9944589e3a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4fb9f83550b782de", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 128, + "total_tokens": 22828, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2721, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13332.84, + "sql_execution_elapsed_ms_total": 65.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_4fb9f83550b782de\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0427f53fdb34cbefe691e7a7333b9bc13f1bf40b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:22:17.703795+00:00", + "ended_at": "2026-05-04T08:22:31.036633+00:00", + "elapsed_ms": 13332.84, + "prompt_metrics": { + "chars": 9252, + "bytes_utf8": 9252, + "lines": 303, + "estimated_tokens": 2609 + }, + "stdout_metrics": { + "chars": 766, + "bytes_utf8": 766, + "lines": 4, + "estimated_tokens": 213 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13200 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 441, + "bytes_utf8": 441, + "lines": 1, + "estimated_tokens": 112 + }, + "usage": { + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 128 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e26799e8fde5e20f43caca2739da8a9865372f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=education, group_col_2=campaign, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "education", + "group_col_2": "campaign", + "target_col": "y", + "target_value": "yes", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e86552b13b30d6cded1dd4e48dddae4356a31db8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-b9e7-7be2-81ed-a14334776165"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"campaign\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"campaign\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=education, group_col_2=campaign, and target_col=y. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22700,"cached_input_tokens":21888,"output_tokens":128}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbbcb8367d0fbbfd5034cd5ab592afa193a0bf6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"campaign\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"education\", \"campaign\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=education, group_col_2=campaign, and target_col=y. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7786fc0abc2bd3c60d0d519f4b99a8d85418478a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:17.892261Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:20.444282Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:30.195909Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfa8ee171aae93f9cf9dc68fd1d4e68a638e4bf4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=education, group_col_2=campaign, target_col=y. +Result preview: [{"education": "primary", "campaign": "32", "target_rate": 0.3333333333333333}, {"education": "primary", "campaign": "17", "target_rate": 0.25}, {"education": "unknown", "campaign": "17", "target_rate": 0.25}, {"education": "tertiary", "campaign": "1", "target_rate": 0.18253968253968253}, {"education": "secondary", "campaign": "29", "target_rate": 0.16666666666666666}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a0ef3afd684a28312f261a6e15318660e3c9dad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_4fb9f83550b782de +-- problem_id: v2p_m8_b105f3eb70a52faf +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "campaign", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "education", "campaign" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd41be795c66fab217e3a8d066d4ea4e9df1b294 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"campaign\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"education\", \"campaign\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"campaign\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"campaign\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"education\", \"campaign\", \"target_rate\"], \"rows\": [{\"education\": \"primary\", \"campaign\": \"32\", \"target_rate\": 0.3333333333333333}, {\"education\": \"primary\", \"campaign\": \"17\", \"target_rate\": 0.25}, {\"education\": \"unknown\", \"campaign\": \"17\", \"target_rate\": 0.25}, {\"education\": \"tertiary\", \"campaign\": \"1\", \"target_rate\": 0.18253968253968253}, {\"education\": \"secondary\", \"campaign\": \"29\", \"target_rate\": 0.16666666666666666}, {\"education\": \"unknown\", \"campaign\": \"1\", \"target_rate\": 0.16154873164218958}, {\"education\": \"tertiary\", \"campaign\": \"2\", \"target_rate\": 0.1483279395900755}, {\"education\": \"tertiary\", \"campaign\": \"3\", \"target_rate\": 0.14657360406091371}, {\"education\": \"unknown\", \"campaign\": \"2\", \"target_rate\": 0.1401151631477927}, {\"education\": \"secondary\", \"campaign\": \"1\", \"target_rate\": 0.1367428757178459}, {\"education\": \"unknown\", \"campaign\": \"3\", \"target_rate\": 0.13333333333333333}, {\"education\": \"unknown\", \"campaign\": \"4\", \"target_rate\": 0.12389380530973451}, {\"education\": \"tertiary\", \"campaign\": \"4\", \"target_rate\": 0.11898274296094459}, {\"education\": \"tertiary\", \"campaign\": \"6\", \"target_rate\": 0.11450381679389313}, {\"education\": \"tertiary\", \"campaign\": \"5\", \"target_rate\": 0.11235955056179775}, {\"education\": \"primary\", \"campaign\": \"1\", \"target_rate\": 0.1021377672209026}, {\"education\": \"tertiary\", \"campaign\": \"11\", \"target_rate\": 0.1016949152542373}, {\"education\": \"secondary\", \"campaign\": \"3\", \"target_rate\": 0.10073969707643536}, {\"education\": \"secondary\", \"campaign\": \"24\", \"target_rate\": 0.1}, {\"education\": \"unknown\", \"campaign\": \"10\", \"target_rate\": 0.1}, {\"education\": \"unknown\", \"campaign\": \"8\", \"target_rate\": 0.09523809523809523}, {\"education\": \"secondary\", \"campaign\": \"2\", \"target_rate\": 0.09472365742915297}, {\"education\": \"primary\", \"campaign\": \"2\", \"target_rate\": 0.09158284806776072}, {\"education\": \"tertiary\", \"campaign\": \"21\", \"target_rate\": 0.09090909090909091}, {\"education\": \"unknown\", \"campaign\": \"11\", \"target_rate\": 0.09090909090909091}, {\"education\": \"tertiary\", \"campaign\": \"8\", \"target_rate\": 0.08974358974358974}, {\"education\": \"primary\", \"campaign\": \"6\", \"target_rate\": 0.085}, {\"education\": \"tertiary\", \"campaign\": \"7\", \"target_rate\": 0.08260869565217391}, {\"education\": \"primary\", \"campaign\": \"3\", \"target_rate\": 0.08059023836549375}, {\"education\": \"secondary\", \"campaign\": \"4\", \"target_rate\": 0.08009286128845038}, {\"education\": \"secondary\", \"campaign\": \"11\", \"target_rate\": 0.07920792079207921}, {\"education\": \"tertiary\", \"campaign\": \"9\", \"target_rate\": 0.07339449541284404}, {\"education\": \"primary\", \"campaign\": \"5\", \"target_rate\": 0.07046979865771812}, {\"education\": \"primary\", \"campaign\": \"9\", \"target_rate\": 0.06818181818181818}, {\"education\": \"secondary\", \"campaign\": \"20\", \"target_rate\": 0.06666666666666667}, {\"education\": \"unknown\", \"campaign\": \"9\", \"target_rate\": 0.06666666666666667}, {\"education\": \"secondary\", \"campaign\": \"15\", \"target_rate\": 0.06521739130434782}, {\"education\": \"secondary\", \"campaign\": \"7\", \"target_rate\": 0.06267806267806268}, {\"education\": \"secondary\", \"campaign\": \"5\", \"target_rate\": 0.06257110352673492}, {\"education\": \"secondary\", \"campaign\": \"14\", \"target_rate\": 0.061224489795918366}, {\"education\": \"primary\", \"campaign\": \"4\", \"target_rate\": 0.05811965811965812}, {\"education\": \"unknown\", \"campaign\": \"6\", \"target_rate\": 0.057692307692307696}, {\"education\": \"secondary\", \"campaign\": \"17\", \"target_rate\": 0.05714285714285714}, {\"education\": \"tertiary\", \"campaign\": \"13\", \"target_rate\": 0.05714285714285714}, {\"education\": \"secondary\", \"campaign\": \"9\", \"target_rate\": 0.05660377358490566}, {\"education\": \"unknown\", \"campaign\": \"5\", \"target_rate\": 0.05660377358490566}, {\"education\": \"primary\", \"campaign\": \"12\", \"target_rate\": 0.05555555555555555}, {\"education\": \"secondary\", \"campaign\": \"10\", \"target_rate\": 0.05555555555555555}, {\"education\": \"unknown\", \"campaign\": \"7\", \"target_rate\": 0.05555555555555555}, {\"education\": \"secondary\", \"campaign\": \"13\", \"target_rate\": 0.05405405405405406}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 65.3}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5a1f4b17f942d8611cf04f96844dad19517a2715 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:22:17.694725+00:00", + "ended_at": "2026-05-04T08:22:31.129872+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_4fb9f83550b782de", + "problem_id": "v2p_m8_b105f3eb70a52faf", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=education, group_col_2=campaign, target_col=y.", + "bindings": { + "group_col": "education", + "group_col_2": "campaign", + "target_col": "y", + "target_value": "yes", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=45" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_4fb9f83550b782de.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4fb9f83550b782de", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 128, + "total_tokens": 22828, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2721, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13332.84, + "sql_execution_elapsed_ms_total": 65.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_4fb9f83550b782de\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42204892620ad443336c4ea78b742fbac232ac2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_4fb9f83550b782de/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:31.054316+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13332.84, "started_at": "2026-05-04T08:22:17.703795+00:00", "ended_at": "2026-05-04T08:22:31.036633+00:00", "prompt_metrics": {"chars": 9252, "bytes_utf8": 9252, "lines": 303, "estimated_tokens": 2609}, "response_metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22700, "cached_input_tokens": 21888, "output_tokens": 128}, "stderr_preview": "2026-05-04T08:22:17.892261Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:20.444282Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=previous, measure_col=campaign.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "previous", + "measure_col": "campaign", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3199e5f3c75aae37e42faac2566093cf689d511 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22b-0e3c-7f12-8a82-9cd0aa2a4e02"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"previous\\\",\\n CAST(\\\"campaign\\\" AS REAL) AS \\\"campaign_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"previous\\\" IS NOT NULL\\n AND \\\"campaign\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"previous\\\",\\n \\\"campaign_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"previous\\\"\\n ORDER BY \\\"campaign_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"previous\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"targets\\\" AS (\\n SELECT DISTINCT\\n \\\"previous\\\",\\n \\\"cnt\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"target_pos\\\",\\n CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.9) = CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n THEN CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n ELSE CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n t.\\\"previous\\\",\\n t.\\\"target_pos\\\",\\n t.\\\"lower_rn\\\",\\n t.\\\"upper_rn\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = t.\\\"lower_rn\\\" THEN r.\\\"campaign_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = t.\\\"upper_rn\\\" THEN r.\\\"campaign_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"targets\\\" AS t\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"previous\\\" = t.\\\"previous\\\"\\n GROUP BY\\n t.\\\"previous\\\",\\n t.\\\"target_pos\\\",\\n t.\\\"lower_rn\\\",\\n t.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"previous\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"target_pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function interpolation equivalent for the 0.9 percentile by \\\"previous\\\" over numeric \\\"campaign\\\" values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":21888,"output_tokens":798}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..345430b97f33534b86203c6a418c4994efa45007 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"previous\",\n CAST(\"campaign\" AS REAL) AS \"campaign_value\"\n FROM \"m8\"\n WHERE \"previous\" IS NOT NULL\n AND \"campaign\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"previous\",\n \"campaign_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"previous\"\n ORDER BY \"campaign_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"previous\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"targets\" AS (\n SELECT DISTINCT\n \"previous\",\n \"cnt\",\n (1.0 + (\"cnt\" - 1) * 0.9) AS \"target_pos\",\n CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.9) = CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n THEN CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n ELSE CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"picked\" AS (\n SELECT\n t.\"previous\",\n t.\"target_pos\",\n t.\"lower_rn\",\n t.\"upper_rn\",\n MAX(CASE WHEN r.\"rn\" = t.\"lower_rn\" THEN r.\"campaign_value\" END) AS \"lower_value\",\n MAX(CASE WHEN r.\"rn\" = t.\"upper_rn\" THEN r.\"campaign_value\" END) AS \"upper_value\"\n FROM \"targets\" AS t\n JOIN \"ranked\" AS r\n ON r.\"previous\" = t.\"previous\"\n GROUP BY\n t.\"previous\",\n t.\"target_pos\",\n t.\"lower_rn\",\n t.\"upper_rn\"\n)\nSELECT\n \"previous\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + (\"target_pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function interpolation equivalent for the 0.9 percentile by \"previous\" over numeric \"campaign\" values."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a13ccb9661d1c52b89106883292029aa79b4cbda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:46:41.287357Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:46:43.679546Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:47:05.521280Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdf418998819cc612ba7229055f8581b96044d0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=previous, measure_col=campaign. +Result preview: [{"previous": "38", "percentile_measure": 13.7}, {"previous": "37", "percentile_measure": 8.7}, {"previous": "24", "percentile_measure": 7.6}, {"previous": "29", "percentile_measure": 7.4}, {"previous": "13", "percentile_measure": 7.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f2b8566fbb807750bd8dfca3d70d24e1b7be3ef9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/generated_sql.sql @@ -0,0 +1,72 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_50fbd56ffcb8c6b7 +-- problem_id: v2p_m8_9deab54b6f62f8ff +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "previous", + CAST("campaign" AS REAL) AS "campaign_value" + FROM "m8" + WHERE "previous" IS NOT NULL + AND "campaign" IS NOT NULL +), +"ranked" AS ( + SELECT + "previous", + "campaign_value", + ROW_NUMBER() OVER ( + PARTITION BY "previous" + ORDER BY "campaign_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "previous" + ) AS "cnt" + FROM "base" +), +"targets" AS ( + SELECT DISTINCT + "previous", + "cnt", + (1.0 + ("cnt" - 1) * 0.9) AS "target_pos", + CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + ("cnt" - 1) * 0.9) = CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + THEN CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + ELSE CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ranked" +), +"picked" AS ( + SELECT + t."previous", + t."target_pos", + t."lower_rn", + t."upper_rn", + MAX(CASE WHEN r."rn" = t."lower_rn" THEN r."campaign_value" END) AS "lower_value", + MAX(CASE WHEN r."rn" = t."upper_rn" THEN r."campaign_value" END) AS "upper_value" + FROM "targets" AS t + JOIN "ranked" AS r + ON r."previous" = t."previous" + GROUP BY + t."previous", + t."target_pos", + t."lower_rn", + t."upper_rn" +) +SELECT + "previous", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + ("target_pos" - "lower_rn") * ("upper_value" - "lower_value") + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd5777604807f0ce26a41f219b4a1924a22804dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"previous\",\n CAST(\"campaign\" AS REAL) AS \"campaign_value\"\n FROM \"m8\"\n WHERE \"previous\" IS NOT NULL\n AND \"campaign\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"previous\",\n \"campaign_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"previous\"\n ORDER BY \"campaign_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"previous\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"targets\" AS (\n SELECT DISTINCT\n \"previous\",\n \"cnt\",\n (1.0 + (\"cnt\" - 1) * 0.9) AS \"target_pos\",\n CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.9) = CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n THEN CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n ELSE CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"picked\" AS (\n SELECT\n t.\"previous\",\n t.\"target_pos\",\n t.\"lower_rn\",\n t.\"upper_rn\",\n MAX(CASE WHEN r.\"rn\" = t.\"lower_rn\" THEN r.\"campaign_value\" END) AS \"lower_value\",\n MAX(CASE WHEN r.\"rn\" = t.\"upper_rn\" THEN r.\"campaign_value\" END) AS \"upper_value\"\n FROM \"targets\" AS t\n JOIN \"ranked\" AS r\n ON r.\"previous\" = t.\"previous\"\n GROUP BY\n t.\"previous\",\n t.\"target_pos\",\n t.\"lower_rn\",\n t.\"upper_rn\"\n)\nSELECT\n \"previous\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + (\"target_pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"previous\\\",\\n CAST(\\\"campaign\\\" AS REAL) AS \\\"campaign_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"previous\\\" IS NOT NULL\\n AND \\\"campaign\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"previous\\\",\\n \\\"campaign_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"previous\\\"\\n ORDER BY \\\"campaign_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"previous\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"targets\\\" AS (\\n SELECT DISTINCT\\n \\\"previous\\\",\\n \\\"cnt\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"target_pos\\\",\\n CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.9) = CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n THEN CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n ELSE CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n t.\\\"previous\\\",\\n t.\\\"target_pos\\\",\\n t.\\\"lower_rn\\\",\\n t.\\\"upper_rn\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = t.\\\"lower_rn\\\" THEN r.\\\"campaign_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = t.\\\"upper_rn\\\" THEN r.\\\"campaign_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"targets\\\" AS t\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"previous\\\" = t.\\\"previous\\\"\\n GROUP BY\\n t.\\\"previous\\\",\\n t.\\\"target_pos\\\",\\n t.\\\"lower_rn\\\",\\n t.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"previous\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"target_pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"previous\", \"percentile_measure\"], \"rows\": [{\"previous\": \"38\", \"percentile_measure\": 13.7}, {\"previous\": \"37\", \"percentile_measure\": 8.7}, {\"previous\": \"24\", \"percentile_measure\": 7.6}, {\"previous\": \"29\", \"percentile_measure\": 7.4}, {\"previous\": \"13\", \"percentile_measure\": 7.0}, {\"previous\": \"9\", \"percentile_measure\": 7.0}, {\"previous\": \"18\", \"percentile_measure\": 6.5}, {\"previous\": \"0\", \"percentile_measure\": 6.0}, {\"previous\": \"11\", \"percentile_measure\": 6.0}, {\"previous\": \"14\", \"percentile_measure\": 6.0}, {\"previous\": \"23\", \"percentile_measure\": 6.0}, {\"previous\": \"16\", \"percentile_measure\": 5.800000000000001}, {\"previous\": \"25\", \"percentile_measure\": 5.800000000000001}, {\"previous\": \"12\", \"percentile_measure\": 5.700000000000003}, {\"previous\": \"26\", \"percentile_measure\": 5.6}, {\"previous\": \"27\", \"percentile_measure\": 5.6}, {\"previous\": \"28\", \"percentile_measure\": 5.6}, {\"previous\": \"15\", \"percentile_measure\": 5.100000000000001}, {\"previous\": \"10\", \"percentile_measure\": 5.0}, {\"previous\": \"19\", \"percentile_measure\": 5.0}, {\"previous\": \"30\", \"percentile_measure\": 5.0}, {\"previous\": \"5\", \"percentile_measure\": 5.0}, {\"previous\": \"6\", \"percentile_measure\": 5.0}, {\"previous\": \"7\", \"percentile_measure\": 5.0}, {\"previous\": \"21\", \"percentile_measure\": 4.800000000000001}, {\"previous\": \"17\", \"percentile_measure\": 4.6}, {\"previous\": \"20\", \"percentile_measure\": 4.0}, {\"previous\": \"22\", \"percentile_measure\": 4.0}, {\"previous\": \"3\", \"percentile_measure\": 4.0}, {\"previous\": \"4\", \"percentile_measure\": 4.0}, {\"previous\": \"8\", \"percentile_measure\": 4.0}, {\"previous\": \"1\", \"percentile_measure\": 3.0}, {\"previous\": \"2\", \"percentile_measure\": 3.0}, {\"previous\": \"32\", \"percentile_measure\": 3.0}, {\"previous\": \"40\", \"percentile_measure\": 3.0}, {\"previous\": \"51\", \"percentile_measure\": 3.0}, {\"previous\": \"55\", \"percentile_measure\": 3.0}, {\"previous\": \"275\", \"percentile_measure\": 2.0}, {\"previous\": \"58\", \"percentile_measure\": 2.0}, {\"previous\": \"35\", \"percentile_measure\": 1.0}, {\"previous\": \"41\", \"percentile_measure\": 1.0}], \"row_count_returned\": 41, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 295.81}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bd9ff2f10f5a1c663cb4476fc38cc460f94d9104 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:46:41.053894+00:00", + "ended_at": "2026-05-04T08:47:06.810428+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_50fbd56ffcb8c6b7", + "problem_id": "v2p_m8_9deab54b6f62f8ff", + "dataset_id": "m8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=previous, measure_col=campaign.", + "bindings": { + "group_col": "previous", + "measure_col": "campaign", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_50fbd56ffcb8c6b7.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_50fbd56ffcb8c6b7", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 798, + "total_tokens": 23436, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 636, + "estimated_total_tokens": 3183, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25420.22, + "sql_execution_elapsed_ms_total": 295.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_50fbd56ffcb8c6b7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dedd57d8e042746e5b98048c7c20782fe334d512 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_50fbd56ffcb8c6b7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:47:06.504137+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25420.22, "started_at": "2026-05-04T08:46:41.061598+00:00", "ended_at": "2026-05-04T08:47:06.482055+00:00", "prompt_metrics": {"chars": 9138, "bytes_utf8": 9138, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 1925, "bytes_utf8": 1925, "lines": 1, "estimated_tokens": 636}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 798}, "stderr_preview": "2026-05-04T08:46:41.287357Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:46:43.679546Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=housing, measure_col=previous.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "housing", + "measure_col": "previous", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..381fe4f58b70d3e0addfd16fd1fd4df789da5c97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df231-56b0-7f51-9c0d-8b23ae3c004a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"housing\\\", SUM(CAST(\\\"previous\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\"\\nHAVING SUM(CAST(\\\"previous\\\" AS REAL)) > 0.0\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col=\\\"housing\\\" and measure_col=\\\"previous\\\". CAST was added because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":21888,"output_tokens":170}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d30a7f0b13cd10d6a23942c5bd5890d9706144d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"housing\", SUM(CAST(\"previous\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"housing\"\nHAVING SUM(CAST(\"previous\" AS REAL)) > 0.0\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the required Thresholded Group Ranking template with group_col=\"housing\" and measure_col=\"previous\". CAST was added because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31d683e3f41d0c02fab622371b6fa9bc7506eca4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:53:33.043648Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:53:35.557369Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:53:44.015480Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..16c2ea38d0a266942287b5e24872da6d1413e321 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=housing, measure_col=previous. +Result preview: [{"housing": "yes", "total_measure": 16502.0}, {"housing": "no", "total_measure": 9735.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b0880aa5255b69bd4b6940d29a271e7afe1d038 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_51aa4aa90799f992 +-- problem_id: v2p_m8_0db3ad1c9d7f3fdc +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", SUM(CAST("previous" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "housing" +HAVING SUM(CAST("previous" AS REAL)) > 0.0 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35320f718ea3c093e753d6eb28159d57678f9309 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"housing\", SUM(CAST(\"previous\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"housing\"\nHAVING SUM(CAST(\"previous\" AS REAL)) > 0.0\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"housing\\\", SUM(CAST(\\\"previous\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\"\\nHAVING SUM(CAST(\\\"previous\\\" AS REAL)) > 0.0\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"housing\", \"total_measure\"], \"rows\": [{\"housing\": \"yes\", \"total_measure\": 16502.0}, {\"housing\": \"no\", \"total_measure\": 9735.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.72}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6362d2a8f2d5793094e9b6e5eb8bd0ce2bf08311 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:53:32.817213+00:00", + "ended_at": "2026-05-04T08:53:44.902073+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_51aa4aa90799f992", + "problem_id": "v2p_m8_0db3ad1c9d7f3fdc", + "dataset_id": "m8", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=housing, measure_col=previous.", + "bindings": { + "group_col": "housing", + "measure_col": "previous", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=125" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_51aa4aa90799f992.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_51aa4aa90799f992", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 170, + "total_tokens": 22812, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12014.42, + "sql_execution_elapsed_ms_total": 27.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_51aa4aa90799f992\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c0c51466b211072ffa2eeb53026d049e2dd2e87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:53:44.865770+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12014.42, "started_at": "2026-05-04T08:53:32.827357+00:00", "ended_at": "2026-05-04T08:53:44.839596+00:00", "prompt_metrics": {"chars": 9126, "bytes_utf8": 9126, "lines": 300, "estimated_tokens": 2553}, "response_metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 170}, "stderr_preview": "2026-05-04T08:53:33.043648Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:53:35.557369Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0.0\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col=\\\"housing\\\" and measure_col=\\\"previous\\\". CAST was added because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..90c32fef17b26cf9bf4bb6261318d9ea7258bf47 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_51aa4aa90799f992/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_51aa4aa90799f992", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 170, + "total_tokens": 22812, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12014.42, + "sql_execution_elapsed_ms_total": 27.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_51aa4aa90799f992\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59beefebda4751ce9da2ddc3107b229b3f922f49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9219, "bytes_utf8": 9219, "lines": 303, "estimated_tokens": 2572}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22663, "cached_input_tokens": 21888, "output_tokens": 124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..43e0737f8cf49d72e0566c5d3fb3c503bc8516a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_52a4a5afa7e53369", + "api_calls": 0, + "input_tokens": 22663, + "cached_input_tokens": 21888, + "output_tokens": 124, + "total_tokens": 22787, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2572, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2680, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16417.8, + "sql_execution_elapsed_ms_total": 27.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_52a4a5afa7e53369\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..833e3a08fadac39408e2154438369665fd693360 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:22:57.334664+00:00", + "ended_at": "2026-05-04T08:23:13.747917+00:00", + "elapsed_ms": 16417.8, + "prompt_metrics": { + "chars": 9219, + "bytes_utf8": 9219, + "lines": 303, + "estimated_tokens": 2572 + }, + "stdout_metrics": { + "chars": 790, + "bytes_utf8": 790, + "lines": 4, + "estimated_tokens": 212 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13169 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 465, + "bytes_utf8": 465, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 22663, + "cached_input_tokens": 21888, + "output_tokens": 124 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a44ec8c190d51dd91ef5e7aab5d116e89138ba95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=default, condition_col=education.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "default", + "condition_col": "education", + "condition_value": "secondary", + "positive_value": "secondary", + "negative_value": "tertiary", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b141553e1f009104160c2c7e95d87f3a6d26f4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-54b5-7221-920b-8b3284fff068"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"default\\\",\\n AVG(CASE WHEN \\\"education\\\" = 'secondary' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"default\\\" and condition_col=\\\"education\\\", fixing condition_value to 'secondary' per bindings. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22663,"cached_input_tokens":21888,"output_tokens":124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc5260665dc4bdca6fa8b971d5ebbc8bb89457fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"default\",\n AVG(CASE WHEN \"education\" = 'secondary' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"default\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"default\" and condition_col=\"education\", fixing condition_value to 'secondary' per bindings. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0e2e210840ae8412d3571617d862db8cf6cbee5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:57.535178Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:59.850407Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:23:12.825148Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bcfd611bd892443fe8503babfe431601181037d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=default, condition_col=education. +Result preview: [{"default": "yes", "condition_rate": 0.561963190184049}, {"default": "no", "condition_rate": 0.5122984052617353}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b83d60f5fef1d34ef476c1a2350214e231f54590 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_52a4a5afa7e53369 +-- problem_id: v2p_m8_1f721f10a23152fe +-- realization_mode: agent +-- source_kind: agent +SELECT "default", + AVG(CASE WHEN "education" = 'secondary' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "default" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c025ceb5f0ba8d908481bb4966c4e0c113948163 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"default\",\n AVG(CASE WHEN \"education\" = 'secondary' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"default\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"default\\\",\\n AVG(CASE WHEN \\\"education\\\" = 'secondary' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"default\", \"condition_rate\"], \"rows\": [{\"default\": \"yes\", \"condition_rate\": 0.561963190184049}, {\"default\": \"no\", \"condition_rate\": 0.5122984052617353}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7aa66e74398e12d02bf49e8512de4210f325ef66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:22:57.326986+00:00", + "ended_at": "2026-05-04T08:23:13.808530+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_52a4a5afa7e53369", + "problem_id": "v2p_m8_1f721f10a23152fe", + "dataset_id": "m8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=default, condition_col=education.", + "bindings": { + "group_col": "default", + "condition_col": "education", + "condition_value": "secondary", + "positive_value": "secondary", + "negative_value": "tertiary", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_52a4a5afa7e53369.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_52a4a5afa7e53369", + "api_calls": 0, + "input_tokens": 22663, + "cached_input_tokens": 21888, + "output_tokens": 124, + "total_tokens": 22787, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2572, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2680, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16417.8, + "sql_execution_elapsed_ms_total": 27.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_52a4a5afa7e53369\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a36306e27859e8a7b94a6ec5f9278ecaa0c8b826 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_52a4a5afa7e53369/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:23:13.771523+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16417.8, "started_at": "2026-05-04T08:22:57.334664+00:00", "ended_at": "2026-05-04T08:23:13.747917+00:00", "prompt_metrics": {"chars": 9219, "bytes_utf8": 9219, "lines": 303, "estimated_tokens": 2572}, "response_metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22663, "cached_input_tokens": 21888, "output_tokens": 124}, "stderr_preview": "2026-05-04T08:22:57.535178Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:59.850407Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=loan.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "marital", + "group_col_2": "loan", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..197b314de96f1e51a4c2b5b0f63c573797ae4831 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df233-7ce7-7bc1-b952-ad0582bc59a6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"loan\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"loan\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"loan\\\"\\nLIMIT 10;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with group_col=\\\"marital\\\" and group_col_2=\\\"loan\\\" on the single table \\\"m8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22678,"cached_input_tokens":21888,"output_tokens":146}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec3ee68db2dfd7a43c0c2b626d1787383ba7e641 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"loan\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"loan\"\nORDER BY support ASC, \"marital\", \"loan\"\nLIMIT 10;","notes":"Used the provided Pairwise Sparse Slice Count template with group_col=\"marital\" and group_col_2=\"loan\" on the single table \"m8\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cba7b7a8b0b5a0a99b168001578ab0ee239b709f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:55:53.879880Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:55:56.289395Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:56:08.191830Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..89eedeac27c18b0c8b75e721651a6afe6141bd6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=loan. +Result preview: [{"marital": "divorced", "loan": "yes", "support": 921}, {"marital": "single", "loan": "yes", "support": 1663}, {"marital": "divorced", "loan": "no", "support": 4286}, {"marital": "married", "loan": "yes", "support": 4660}, {"marital": "single", "loan": "no", "support": 11127}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..faaf42070a191218e57e223fc7decc6c60df5cfd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m8_53caf6fb8b501a3d +-- problem_id: v2p_m8_f16b6fec8f2dcb2c +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "loan", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "loan" +ORDER BY support ASC, "marital", "loan" +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f097eb3992b9f53cb74606184d99903d69bcadca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"loan\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"loan\"\nORDER BY support ASC, \"marital\", \"loan\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"loan\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"loan\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"loan\\\"\\nLIMIT 10;\", \"columns\": [\"marital\", \"loan\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"loan\": \"yes\", \"support\": 921}, {\"marital\": \"single\", \"loan\": \"yes\", \"support\": 1663}, {\"marital\": \"divorced\", \"loan\": \"no\", \"support\": 4286}, {\"marital\": \"married\", \"loan\": \"yes\", \"support\": 4660}, {\"marital\": \"single\", \"loan\": \"no\", \"support\": 11127}, {\"marital\": \"married\", \"loan\": \"no\", \"support\": 22554}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 48.64}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3247a2ef0497c4cd63d639dacbc9469962074e02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:55:53.679637+00:00", + "ended_at": "2026-05-04T08:56:09.017702+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_53caf6fb8b501a3d", + "problem_id": "v2p_m8_f16b6fec8f2dcb2c", + "dataset_id": "m8", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=loan.", + "bindings": { + "group_col": "marital", + "group_col_2": "loan", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=135" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_53caf6fb8b501a3d.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_53caf6fb8b501a3d", + "api_calls": 0, + "input_tokens": 22678, + "cached_input_tokens": 21888, + "output_tokens": 146, + "total_tokens": 22824, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2589, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2694, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15251.03, + "sql_execution_elapsed_ms_total": 48.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_53caf6fb8b501a3d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0ff8b40270ec4f382c2e4c176baed071652e16d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:56:08.960633+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15251.03, "started_at": "2026-05-04T08:55:53.691107+00:00", "ended_at": "2026-05-04T08:56:08.942515+00:00", "prompt_metrics": {"chars": 9119, "bytes_utf8": 9119, "lines": 300, "estimated_tokens": 2589}, "response_metrics": {"chars": 371, "bytes_utf8": 371, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22678, "cached_input_tokens": 21888, "output_tokens": 146}, "stderr_preview": "2026-05-04T08:55:53.879880Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:55:56.289395Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=marital.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "marital", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e13ecad4e27bea6971ccb2f31052248ae920965 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-6d5e-7352-8367-d67a3b49e3ae"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"marital\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"marital\\\" on the single table \\\"m8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22577,"cached_input_tokens":19840,"output_tokens":90}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b95be76766fc651dc9bdc2cf73052138d88c079 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"marital\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"marital\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"marital\" on the single table \"m8\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9f3c35e151e501770f563300cf0d79e879bfbeb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:51.880762Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:54.322728Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:04.459595Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f596086cb9849ef840216be91ef082aa3539f73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=marital. +Result preview: [{"marital": "married", "row_count": 27214}, {"marital": "single", "row_count": 12790}, {"marital": "divorced", "row_count": 5207}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..06d6cb823e0b4539882b886d126caec97151a3b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m8_5429cc07f7bfe6d8 +-- problem_id: v2p_m8_f668d9f98be5922a +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", COUNT(*) AS row_count +FROM "m8" +GROUP BY "marital" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cdac760f561b5f20781cc68089eebfe38efca27a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"marital\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"marital\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"marital\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"marital\", \"row_count\"], \"rows\": [{\"marital\": \"married\", \"row_count\": 27214}, {\"marital\": \"single\", \"row_count\": 12790}, {\"marital\": \"divorced\", \"row_count\": 5207}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.49}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7b1b542c2085e116f750ed732195019a918b8321 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:08:51.667229+00:00", + "ended_at": "2026-05-04T08:09:05.426193+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_5429cc07f7bfe6d8", + "problem_id": "v2p_m8_f668d9f98be5922a", + "dataset_id": "m8", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=marital.", + "bindings": { + "group_col": "marital", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_5429cc07f7bfe6d8.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5429cc07f7bfe6d8", + "api_calls": 0, + "input_tokens": 22577, + "cached_input_tokens": 19840, + "output_tokens": 90, + "total_tokens": 22667, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2486, + "estimated_output_tokens": 74, + "estimated_total_tokens": 2560, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13695.0, + "sql_execution_elapsed_ms_total": 26.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_5429cc07f7bfe6d8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5dc81d1facd55636584ec74d20a08657c792c0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5429cc07f7bfe6d8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:05.390687+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13695.0, "started_at": "2026-05-04T08:08:51.675340+00:00", "ended_at": "2026-05-04T08:09:05.370624+00:00", "prompt_metrics": {"chars": 8868, "bytes_utf8": 8868, "lines": 298, "estimated_tokens": 2486}, "response_metrics": {"chars": 283, "bytes_utf8": 283, "lines": 1, "estimated_tokens": 74}, "usage": {"input_tokens": 22577, "cached_input_tokens": 19840, "output_tokens": 90}, "stderr_preview": "2026-05-04T08:08:51.880762Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:54.322728Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_55892638d8f1fa11/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_55892638d8f1fa11/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..407ecf10039f24b743a0f4b9d3c57b98b754ad76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_55892638d8f1fa11/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_55892638d8f1fa11\n-- problem_id: v2p_m8_2510457a03161b1a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"day\",\n COUNT(*) AS support,\n AVG(\"age\") AS avg_response\nFROM \"m8\"\nGROUP BY \"day\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_55892638d8f1fa11\\n-- problem_id: v2p_m8_2510457a03161b1a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"day\\\",\\n COUNT(*) AS support,\\n AVG(\\\"age\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"day\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"day\", \"support\", \"avg_response\"], \"rows\": [{\"day\": \"20\", \"support\": 2752, \"avg_response\": 40.6188226744186}, {\"day\": \"18\", \"support\": 2308, \"avg_response\": 39.997833622183705}, {\"day\": \"21\", \"support\": 2026, \"avg_response\": 39.56959526159921}, {\"day\": \"17\", \"support\": 1939, \"avg_response\": 42.289324394017534}, {\"day\": \"6\", \"support\": 1932, \"avg_response\": 41.37991718426501}, {\"day\": \"5\", \"support\": 1910, \"avg_response\": 41.89109947643979}, {\"day\": \"14\", \"support\": 1848, \"avg_response\": 41.49512987012987}, {\"day\": \"8\", \"support\": 1842, \"avg_response\": 40.561346362649296}, {\"day\": \"28\", \"support\": 1830, \"avg_response\": 40.12841530054645}, {\"day\": \"7\", \"support\": 1817, \"avg_response\": 40.900935608145296}, {\"day\": \"19\", \"support\": 1757, \"avg_response\": 42.50426863972681}, {\"day\": \"29\", \"support\": 1745, \"avg_response\": 40.9432664756447}, {\"day\": \"15\", \"support\": 1703, \"avg_response\": 40.853787433940106}, {\"day\": \"12\", \"support\": 1603, \"avg_response\": 41.39301310043668}, {\"day\": \"13\", \"support\": 1585, \"avg_response\": 41.01198738170347}, {\"day\": \"30\", \"support\": 1566, \"avg_response\": 41.11941251596424}, {\"day\": \"9\", \"support\": 1561, \"avg_response\": 40.946188340807176}, {\"day\": \"11\", \"support\": 1479, \"avg_response\": 42.33130493576741}, {\"day\": \"4\", \"support\": 1445, \"avg_response\": 39.734948096885816}, {\"day\": \"16\", \"support\": 1415, \"avg_response\": 40.96890459363958}, {\"day\": \"2\", \"support\": 1293, \"avg_response\": 40.20030935808198}, {\"day\": \"27\", \"support\": 1121, \"avg_response\": 39.930419268510256}, {\"day\": \"3\", \"support\": 1079, \"avg_response\": 40.08248378127896}, {\"day\": \"26\", \"support\": 1035, \"avg_response\": 40.29468599033817}, {\"day\": \"23\", \"support\": 939, \"avg_response\": 38.749733759318424}, {\"day\": \"22\", \"support\": 905, \"avg_response\": 41.520441988950274}, {\"day\": \"25\", \"support\": 840, \"avg_response\": 41.10357142857143}, {\"day\": \"31\", \"support\": 643, \"avg_response\": 43.03888024883359}, {\"day\": \"10\", \"support\": 524, \"avg_response\": 41.784351145038165}, {\"day\": \"24\", \"support\": 447, \"avg_response\": 41.257270693512304}, {\"day\": \"1\", \"support\": 322, \"avg_response\": 42.97204968944099}], \"row_count_returned\": 31, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.67}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_55892638d8f1fa11/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_55892638d8f1fa11/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..690c6c5f6eb926d6f88d5c171dfdccf80aca36ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_55892638d8f1fa11/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.487477+00:00", + "ended_at": "2026-05-04T08:57:11.518810+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_55892638d8f1fa11", + "problem_id": "v2p_m8_2510457a03161b1a", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=age, key_col=day.", + "bindings": { + "key_col": "day", + "measure_col": "age", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_55892638d8f1fa11.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_55892638d8f1fa11/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_55892638d8f1fa11/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_55892638d8f1fa11/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a94b011cc194c8a197b8e03d243324d60c7119e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8872, "bytes_utf8": 8872, "lines": 298, "estimated_tokens": 2484}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 290, "bytes_utf8": 290, "lines": 1, "estimated_tokens": 72}, "usage": {"input_tokens": 22575, "cached_input_tokens": 21888, "output_tokens": 88}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7c6e9424c200cb59dc167d6d06359530a14061e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_577e7f0ed9b20769", + "api_calls": 0, + "input_tokens": 22575, + "cached_input_tokens": 21888, + "output_tokens": 88, + "total_tokens": 22663, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2484, + "estimated_output_tokens": 72, + "estimated_total_tokens": 2556, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11783.86, + "sql_execution_elapsed_ms_total": 27.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_577e7f0ed9b20769\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3d3efc6838b24d2ac310c7c6ae303f5ac2ec0d53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:09:05.436200+00:00", + "ended_at": "2026-05-04T08:09:17.219800+00:00", + "elapsed_ms": 11783.86, + "prompt_metrics": { + "chars": 8872, + "bytes_utf8": 8872, + "lines": 298, + "estimated_tokens": 2484 + }, + "stdout_metrics": { + "chars": 609, + "bytes_utf8": 609, + "lines": 4, + "estimated_tokens": 169 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13213 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 290, + "bytes_utf8": 290, + "lines": 1, + "estimated_tokens": 72 + }, + "usage": { + "input_tokens": 22575, + "cached_input_tokens": 21888, + "output_tokens": 88 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4077f2dbe8ed1f766c53f8575a954ddb86198fb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=education.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "education", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be743aeb6960039c3bdebcc85f37474e4b6f2636 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-a339-7780-b4cb-ecb62cdec467"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"education\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned template 'Grouped Count by Category' with group_col bound to \\\"education\\\" on the single table \\\"m8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22575,"cached_input_tokens":21888,"output_tokens":88}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..031d819da35e9a9cdd3c3dd512e5a1b4c68796d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"education\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"education\"\nORDER BY row_count DESC;","notes":"Used the planned template 'Grouped Count by Category' with group_col bound to \"education\" on the single table \"m8\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4aabf7fd41299a9128f312530085d7f49c54fc08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:05.658995Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:08.409107Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:16.341791Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c82231a2fb316fc0a22a01cf5499358b040e79f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=education. +Result preview: [{"education": "secondary", "row_count": 23202}, {"education": "tertiary", "row_count": 13301}, {"education": "primary", "row_count": 6851}, {"education": "unknown", "row_count": 1857}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a1a7839d9cdb1365918b2f11793f05adc1f6f441 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m8_577e7f0ed9b20769 +-- problem_id: v2p_m8_adb2868a3ccabd68 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", COUNT(*) AS row_count +FROM "m8" +GROUP BY "education" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..241cda2bd5b6e7143e2e9bb2df572767bed7e1a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"education\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"education\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"education\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"education\", \"row_count\"], \"rows\": [{\"education\": \"secondary\", \"row_count\": 23202}, {\"education\": \"tertiary\", \"row_count\": 13301}, {\"education\": \"primary\", \"row_count\": 6851}, {\"education\": \"unknown\", \"row_count\": 1857}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5e35c0ee013502792825ba501259ea829f0401ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:09:05.427365+00:00", + "ended_at": "2026-05-04T08:09:17.271611+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_577e7f0ed9b20769", + "problem_id": "v2p_m8_adb2868a3ccabd68", + "dataset_id": "m8", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=education.", + "bindings": { + "group_col": "education", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_577e7f0ed9b20769.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_577e7f0ed9b20769", + "api_calls": 0, + "input_tokens": 22575, + "cached_input_tokens": 21888, + "output_tokens": 88, + "total_tokens": 22663, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2484, + "estimated_output_tokens": 72, + "estimated_total_tokens": 2556, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11783.86, + "sql_execution_elapsed_ms_total": 27.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_577e7f0ed9b20769\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..899415676363331e57984e0b174ab9a7db20cac4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_577e7f0ed9b20769/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:17.236868+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11783.86, "started_at": "2026-05-04T08:09:05.436200+00:00", "ended_at": "2026-05-04T08:09:17.219800+00:00", "prompt_metrics": {"chars": 8872, "bytes_utf8": 8872, "lines": 298, "estimated_tokens": 2484}, "response_metrics": {"chars": 290, "bytes_utf8": 290, "lines": 1, "estimated_tokens": 72}, "usage": {"input_tokens": 22575, "cached_input_tokens": 21888, "output_tokens": 88}, "stderr_preview": "2026-05-04T08:09:05.658995Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:08.409107Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57c50fb37b4390df/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57c50fb37b4390df/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b8b9b2c09d7aaadf624d9a04c72b2e402642e6e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57c50fb37b4390df/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_57c50fb37b4390df\n-- problem_id: v2p_m8_2ddef7bb7a0e7f7f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"pdays\",\n COUNT(*) AS support,\n AVG(\"balance\") AS avg_response\nFROM \"m8\"\nGROUP BY \"pdays\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_57c50fb37b4390df\\n-- problem_id: v2p_m8_2ddef7bb7a0e7f7f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"pdays\\\",\\n COUNT(*) AS support,\\n AVG(\\\"balance\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"pdays\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"pdays\", \"support\", \"avg_response\"], \"rows\": [{\"pdays\": \"-1\", \"support\": 36954, \"avg_response\": 1318.7888455918169}, {\"pdays\": \"182\", \"support\": 167, \"avg_response\": 1857.868263473054}, {\"pdays\": \"92\", \"support\": 147, \"avg_response\": 2140.843537414966}, {\"pdays\": \"91\", \"support\": 126, \"avg_response\": 2063.214285714286}, {\"pdays\": \"183\", \"support\": 126, \"avg_response\": 2047.3015873015872}, {\"pdays\": \"181\", \"support\": 117, \"avg_response\": 1608.1367521367522}, {\"pdays\": \"370\", \"support\": 99, \"avg_response\": 520.7575757575758}, {\"pdays\": \"184\", \"support\": 85, \"avg_response\": 2488.6588235294116}, {\"pdays\": \"364\", \"support\": 77, \"avg_response\": 656.5324675324675}, {\"pdays\": \"95\", \"support\": 74, \"avg_response\": 2018.1756756756756}, {\"pdays\": \"350\", \"support\": 73, \"avg_response\": 943.6301369863014}, {\"pdays\": \"94\", \"support\": 72, \"avg_response\": 2413.6666666666665}, {\"pdays\": \"175\", \"support\": 71, \"avg_response\": 1710.9718309859154}, {\"pdays\": \"185\", \"support\": 68, \"avg_response\": 2031.014705882353}, {\"pdays\": \"93\", \"support\": 65, \"avg_response\": 1869.4923076923078}, {\"pdays\": \"343\", \"support\": 65, \"avg_response\": 946.8153846153846}, {\"pdays\": \"188\", \"support\": 64, \"avg_response\": 1903.265625}, {\"pdays\": \"189\", \"support\": 60, \"avg_response\": 2836.9333333333334}, {\"pdays\": \"186\", \"support\": 60, \"avg_response\": 1998.2166666666667}, {\"pdays\": \"174\", \"support\": 57, \"avg_response\": 3800.7719298245615}, {\"pdays\": \"96\", \"support\": 57, \"avg_response\": 2097.0}, {\"pdays\": \"349\", \"support\": 57, \"avg_response\": 642.1754385964912}, {\"pdays\": \"363\", \"support\": 55, \"avg_response\": 868.6545454545454}, {\"pdays\": \"97\", \"support\": 54, \"avg_response\": 3412.4074074074074}, {\"pdays\": \"90\", \"support\": 54, \"avg_response\": 1929.9814814814815}, {\"pdays\": \"196\", \"support\": 51, \"avg_response\": 1324.9019607843138}, {\"pdays\": \"365\", \"support\": 51, \"avg_response\": 305.94117647058823}, {\"pdays\": \"98\", \"support\": 49, \"avg_response\": 2509.9795918367345}, {\"pdays\": \"357\", \"support\": 49, \"avg_response\": 1104.3673469387754}, {\"pdays\": \"342\", \"support\": 49, \"avg_response\": 1032.8367346938776}, {\"pdays\": \"368\", \"support\": 49, \"avg_response\": 691.0408163265306}, {\"pdays\": \"351\", \"support\": 48, \"avg_response\": 786.2291666666666}, {\"pdays\": \"345\", \"support\": 48, \"avg_response\": 370.8333333333333}, {\"pdays\": \"178\", \"support\": 47, \"avg_response\": 1853.2978723404256}, {\"pdays\": \"347\", \"support\": 47, \"avg_response\": 798.531914893617}, {\"pdays\": \"367\", \"support\": 47, \"avg_response\": 495.51063829787233}, {\"pdays\": \"190\", \"support\": 46, \"avg_response\": 2394.3478260869565}, {\"pdays\": \"104\", \"support\": 45, \"avg_response\": 2002.6}, {\"pdays\": \"99\", \"support\": 45, \"avg_response\": 1733.911111111111}, {\"pdays\": \"180\", \"support\": 45, \"avg_response\": 1635.4222222222222}, {\"pdays\": \"195\", \"support\": 45, \"avg_response\": 1417.9333333333334}, {\"pdays\": \"356\", \"support\": 45, \"avg_response\": 963.8888888888889}, {\"pdays\": \"172\", \"support\": 44, \"avg_response\": 1596.840909090909}, {\"pdays\": \"344\", \"support\": 44, \"avg_response\": 636.1818181818181}, {\"pdays\": \"371\", \"support\": 44, \"avg_response\": 629.3636363636364}, {\"pdays\": \"179\", \"support\": 43, \"avg_response\": 2400.6976744186045}, {\"pdays\": \"87\", \"support\": 43, \"avg_response\": 2397.9302325581393}, {\"pdays\": \"170\", \"support\": 43, \"avg_response\": 1599.7441860465117}, {\"pdays\": \"187\", \"support\": 43, \"avg_response\": 1590.1860465116279}, {\"pdays\": \"150\", \"support\": 43, \"avg_response\": 1326.0232558139535}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 28.69}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57c50fb37b4390df/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57c50fb37b4390df/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fdc22f9d0e5fbf2a5acf7a2545c3b1e9e42a9f0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57c50fb37b4390df/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.906266+00:00", + "ended_at": "2026-05-04T08:57:11.938723+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_57c50fb37b4390df", + "problem_id": "v2p_m8_2ddef7bb7a0e7f7f", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=balance, key_col=pdays.", + "bindings": { + "key_col": "pdays", + "measure_col": "balance", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=18", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 18, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_57c50fb37b4390df.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57c50fb37b4390df/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57c50fb37b4390df/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57c50fb37b4390df/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ce48450dc243caecbaa1cbe0a67c0d0bed6077d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9261, "bytes_utf8": 9261, "lines": 304, "estimated_tokens": 2603}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22694, "cached_input_tokens": 19840, "output_tokens": 215}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e2a041c5c3e085b418014f8621d5c5634e3df988 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_57fa0aadeb8aa8cd", + "api_calls": 0, + "input_tokens": 22694, + "cached_input_tokens": 19840, + "output_tokens": 215, + "total_tokens": 22909, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2603, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2711, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14451.22, + "sql_execution_elapsed_ms_total": 24.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_57fa0aadeb8aa8cd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..57d795e53576c2e2cff20dd174dae7b3648b7a5f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:26:58.144456+00:00", + "ended_at": "2026-05-04T08:27:12.595634+00:00", + "elapsed_ms": 14451.22, + "prompt_metrics": { + "chars": 9261, + "bytes_utf8": 9261, + "lines": 304, + "estimated_tokens": 2603 + }, + "stdout_metrics": { + "chars": 764, + "bytes_utf8": 764, + "lines": 4, + "estimated_tokens": 218 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13229 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 427, + "bytes_utf8": 427, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 22694, + "cached_input_tokens": 19840, + "output_tokens": 215 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cc8f0fb3735585a41a0b9877483a5a4e4e6cd32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=month.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "housing", + "group_col_2": "month", + "predicate_col": "campaign", + "predicate_op": ">=", + "predicate_value": 3.0, + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae4e8c5b7154fe86478d2d861abf2591001d93cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df219-0170-7920-b464-d6ca795a5fd5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"housing\\\", \\\"month\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"campaign\\\" AS REAL) >= 3.0\\nGROUP BY \\\"housing\\\", \\\"month\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group_col=\\\"housing\\\", group_col_2=\\\"month\\\", and a numeric cast on \\\"campaign\\\" because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22694,"cached_input_tokens":19840,"output_tokens":215}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce78f32ca7db88a0d64ddb85c59ecea2facf8e5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"housing\", \"month\", COUNT(*) AS row_count\nFROM \"m8\"\nWHERE CAST(\"campaign\" AS REAL) >= 3.0\nGROUP BY \"housing\", \"month\"\nORDER BY row_count DESC;","notes":"Used the planned filtered two-dimensional group count template with group_col=\"housing\", group_col_2=\"month\", and a numeric cast on \"campaign\" because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f4856b168de17ec17349345ed36b11ac49e2947 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:26:58.370501Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:27:00.761152Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:27:11.773993Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd2ac31df1d85a7b106da47f82086029b4172630 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=month. +Result preview: [{"housing": "yes", "month": "may", "row_count": 3678}, {"housing": "no", "month": "aug", "row_count": 2586}, {"housing": "no", "month": "jul", "row_count": 1532}, {"housing": "yes", "month": "jul", "row_count": 1482}, {"housing": "yes", "month": "jun", "row_count": 996}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7db084f70f971132dbee678d3a801581f252ee95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m8_57fa0aadeb8aa8cd +-- problem_id: v2p_m8_d9ed3b03b80a782a +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "month", COUNT(*) AS row_count +FROM "m8" +WHERE CAST("campaign" AS REAL) >= 3.0 +GROUP BY "housing", "month" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..614df55cddff02ca958f08d23627d46b56f9bd34 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"housing\", \"month\", COUNT(*) AS row_count\nFROM \"m8\"\nWHERE CAST(\"campaign\" AS REAL) >= 3.0\nGROUP BY \"housing\", \"month\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"housing\\\", \\\"month\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"campaign\\\" AS REAL) >= 3.0\\nGROUP BY \\\"housing\\\", \\\"month\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"housing\", \"month\", \"row_count\"], \"rows\": [{\"housing\": \"yes\", \"month\": \"may\", \"row_count\": 3678}, {\"housing\": \"no\", \"month\": \"aug\", \"row_count\": 2586}, {\"housing\": \"no\", \"month\": \"jul\", \"row_count\": 1532}, {\"housing\": \"yes\", \"month\": \"jul\", \"row_count\": 1482}, {\"housing\": \"yes\", \"month\": \"jun\", \"row_count\": 996}, {\"housing\": \"no\", \"month\": \"jun\", \"row_count\": 984}, {\"housing\": \"yes\", \"month\": \"aug\", \"row_count\": 550}, {\"housing\": \"no\", \"month\": \"may\", \"row_count\": 521}, {\"housing\": \"yes\", \"month\": \"apr\", \"row_count\": 492}, {\"housing\": \"yes\", \"month\": \"nov\", \"row_count\": 451}, {\"housing\": \"no\", \"month\": \"feb\", \"row_count\": 433}, {\"housing\": \"no\", \"month\": \"nov\", \"row_count\": 365}, {\"housing\": \"yes\", \"month\": \"feb\", \"row_count\": 358}, {\"housing\": \"no\", \"month\": \"apr\", \"row_count\": 170}, {\"housing\": \"no\", \"month\": \"jan\", \"row_count\": 130}, {\"housing\": \"no\", \"month\": \"mar\", \"row_count\": 86}, {\"housing\": \"no\", \"month\": \"sep\", \"row_count\": 76}, {\"housing\": \"yes\", \"month\": \"jan\", \"row_count\": 74}, {\"housing\": \"no\", \"month\": \"oct\", \"row_count\": 71}, {\"housing\": \"no\", \"month\": \"dec\", \"row_count\": 53}, {\"housing\": \"yes\", \"month\": \"mar\", \"row_count\": 24}, {\"housing\": \"yes\", \"month\": \"sep\", \"row_count\": 22}, {\"housing\": \"yes\", \"month\": \"oct\", \"row_count\": 18}, {\"housing\": \"yes\", \"month\": \"dec\", \"row_count\": 10}], \"row_count_returned\": 24, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.16}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3562367099708951211e584febd2b63cf4ef32e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:26:58.132997+00:00", + "ended_at": "2026-05-04T08:27:12.648577+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_57fa0aadeb8aa8cd", + "problem_id": "v2p_m8_d9ed3b03b80a782a", + "dataset_id": "m8", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=month.", + "bindings": { + "group_col": "housing", + "group_col_2": "month", + "predicate_col": "campaign", + "predicate_op": ">=", + "predicate_value": 3.0, + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_57fa0aadeb8aa8cd.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_57fa0aadeb8aa8cd", + "api_calls": 0, + "input_tokens": 22694, + "cached_input_tokens": 19840, + "output_tokens": 215, + "total_tokens": 22909, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2603, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2711, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14451.22, + "sql_execution_elapsed_ms_total": 24.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_57fa0aadeb8aa8cd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..570d9b874d66b03490552347611edc6434c0da0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:27:12.614870+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14451.22, "started_at": "2026-05-04T08:26:58.144456+00:00", "ended_at": "2026-05-04T08:27:12.595634+00:00", "prompt_metrics": {"chars": 9261, "bytes_utf8": 9261, "lines": 304, "estimated_tokens": 2603}, "response_metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22694, "cached_input_tokens": 19840, "output_tokens": 215}, "stderr_preview": "2026-05-04T08:26:58.370501Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:27:00.761152Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 3.0\\nGROUP BY \\\"housing\\\", \\\"month\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group_col=\\\"housing\\\", group_col_2=\\\"month\\\", and a numeric cast on \\\"campaign\\\" because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9dac2dd0ecbe4678fae1a91d5c84be336e26d93f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_57fa0aadeb8aa8cd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_57fa0aadeb8aa8cd", + "api_calls": 0, + "input_tokens": 22694, + "cached_input_tokens": 19840, + "output_tokens": 215, + "total_tokens": 22909, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2603, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2711, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14451.22, + "sql_execution_elapsed_ms_total": 24.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_57fa0aadeb8aa8cd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f83646c2bf756949d260da56bb054ae74eb1c40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 36954, "support_share": 0.8173674548229414, "support_rank": 1}, {"value_label": "1", "support": 2772, "support_share": 0.06131251244166243, "support_rank": 2}, {"value_label": "2", "support": 2106, "support_share": 0.046581584127756516, "support_rank": 3}, {"value_label": "3", "support": 1142, "support_share": 0.025259339541262082, "support_rank": 4}, {"value_label": "4", "support": 714, "support_share": 0.015792616841034262, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c73582ea2569a0f45dcd3327f1f6920ac2f39a87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_5a93edf5bbb3a556 +-- problem_id: v2p_m8_049ea7dba6087d54 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "previous" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "previous" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ee2cf8a22b473ffef0b2d96c95da46186f34f37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m8_5a93edf5bbb3a556\n-- problem_id: v2p_m8_049ea7dba6087d54\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"previous\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"previous\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m8_5a93edf5bbb3a556\\n-- problem_id: v2p_m8_049ea7dba6087d54\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"previous\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"previous\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"0\", \"support\": 36954, \"support_share\": 0.8173674548229414, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 2772, \"support_share\": 0.06131251244166243, \"support_rank\": 2}, {\"value_label\": \"2\", \"support\": 2106, \"support_share\": 0.046581584127756516, \"support_rank\": 3}, {\"value_label\": \"3\", \"support\": 1142, \"support_share\": 0.025259339541262082, \"support_rank\": 4}, {\"value_label\": \"4\", \"support\": 714, \"support_share\": 0.015792616841034262, \"support_rank\": 5}, {\"value_label\": \"5\", \"support\": 459, \"support_share\": 0.010152396540664882, \"support_rank\": 6}, {\"value_label\": \"6\", \"support\": 277, \"support_share\": 0.006126827541969875, \"support_rank\": 7}, {\"value_label\": \"7\", \"support\": 205, \"support_share\": 0.004534294751277344, \"support_rank\": 8}, {\"value_label\": \"8\", \"support\": 129, \"support_share\": 0.002853287916657451, \"support_rank\": 9}, {\"value_label\": \"9\", \"support\": 92, \"support_share\": 0.002034903010329345, \"support_rank\": 10}, {\"value_label\": \"10\", \"support\": 67, \"support_share\": 0.001481940235783327, \"support_rank\": 11}, {\"value_label\": \"11\", \"support\": 65, \"support_share\": 0.0014377032138196456, \"support_rank\": 12}, {\"value_label\": \"12\", \"support\": 44, \"support_share\": 0.000973214483200991, \"support_rank\": 13}, {\"value_label\": \"13\", \"support\": 38, \"support_share\": 0.0008405034173099467, \"support_rank\": 14}, {\"value_label\": \"15\", \"support\": 20, \"support_share\": 0.00044237021963681403, \"support_rank\": 15}, {\"value_label\": \"14\", \"support\": 19, \"support_share\": 0.00042025170865497336, \"support_rank\": 16}, {\"value_label\": \"17\", \"support\": 15, \"support_share\": 0.0003317776647276105, \"support_rank\": 17}, {\"value_label\": \"16\", \"support\": 13, \"support_share\": 0.00028754064276392913, \"support_rank\": 18}, {\"value_label\": \"19\", \"support\": 11, \"support_share\": 0.00024330362080024774, \"support_rank\": 19}, {\"value_label\": \"20\", \"support\": 8, \"support_share\": 0.00017694808785472562, \"support_rank\": 20}, {\"value_label\": \"23\", \"support\": 8, \"support_share\": 0.00017694808785472562, \"support_rank\": 21}, {\"value_label\": \"18\", \"support\": 6, \"support_share\": 0.0001327110658910442, \"support_rank\": 22}, {\"value_label\": \"22\", \"support\": 6, \"support_share\": 0.0001327110658910442, \"support_rank\": 23}, {\"value_label\": \"24\", \"support\": 5, \"support_share\": 0.00011059255490920351, \"support_rank\": 24}, {\"value_label\": \"27\", \"support\": 5, \"support_share\": 0.00011059255490920351, \"support_rank\": 25}, {\"value_label\": \"21\", \"support\": 4, \"support_share\": 8.847404392736281e-05, \"support_rank\": 26}, {\"value_label\": \"25\", \"support\": 4, \"support_share\": 8.847404392736281e-05, \"support_rank\": 27}, {\"value_label\": \"29\", \"support\": 4, \"support_share\": 8.847404392736281e-05, \"support_rank\": 28}, {\"value_label\": \"30\", \"support\": 3, \"support_share\": 6.63555329455221e-05, \"support_rank\": 29}, {\"value_label\": \"26\", \"support\": 2, \"support_share\": 4.4237021963681406e-05, \"support_rank\": 30}, {\"value_label\": \"28\", \"support\": 2, \"support_share\": 4.4237021963681406e-05, \"support_rank\": 31}, {\"value_label\": \"37\", \"support\": 2, \"support_share\": 4.4237021963681406e-05, \"support_rank\": 32}, {\"value_label\": \"38\", \"support\": 2, \"support_share\": 4.4237021963681406e-05, \"support_rank\": 33}, {\"value_label\": \"275\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 34}, {\"value_label\": \"32\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 35}, {\"value_label\": \"35\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 36}, {\"value_label\": \"40\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 37}, {\"value_label\": \"41\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 38}, {\"value_label\": \"51\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 39}, {\"value_label\": \"55\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 40}, {\"value_label\": \"58\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 41}], \"row_count_returned\": 41, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..44d8eef87b72d817940c77a725a32a6950c30aa3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.118617+00:00", + "ended_at": "2026-05-04T08:57:11.146758+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_5a93edf5bbb3a556", + "problem_id": "v2p_m8_049ea7dba6087d54", + "dataset_id": "m8", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=previous.", + "bindings": { + "group_col": "previous" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=13", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 13, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_5a93edf5bbb3a556.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b0596965c0621b14acea439dcd8d0977622f2556 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9212, "bytes_utf8": 9212, "lines": 303, "estimated_tokens": 2572}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22663, "cached_input_tokens": 19840, "output_tokens": 116}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7f172f40c8598a2a7a99b1ccda5b72c79ef654ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5de8b787d51c42fa", + "api_calls": 0, + "input_tokens": 22663, + "cached_input_tokens": 19840, + "output_tokens": 116, + "total_tokens": 22779, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2572, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2672, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11115.34, + "sql_execution_elapsed_ms_total": 30.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_5de8b787d51c42fa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..01da4b3b1d78b392310e64eae0fcb393e7c2972d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:23:24.992237+00:00", + "ended_at": "2026-05-04T08:23:36.107809+00:00", + "elapsed_ms": 11115.34, + "prompt_metrics": { + "chars": 9212, + "bytes_utf8": 9212, + "lines": 303, + "estimated_tokens": 2572 + }, + "stdout_metrics": { + "chars": 737, + "bytes_utf8": 737, + "lines": 4, + "estimated_tokens": 209 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13246 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 404, + "bytes_utf8": 404, + "lines": 1, + "estimated_tokens": 100 + }, + "usage": { + "input_tokens": 22663, + "cached_input_tokens": 19840, + "output_tokens": 116 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7a255f30327cbd5559e9198d7e4552c8d7fd211 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=housing, condition_col=default.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "housing", + "condition_col": "default", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f5521883f50aefdf04d417f1e5993a014643be0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-c0ce-7c13-8f72-ce45b43530e5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"housing\\\",\\n AVG(CASE WHEN \\\"default\\\" = 'no' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"housing\\\" and condition_col=\\\"default\\\", measuring the within-group proportion where default='no'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22663,"cached_input_tokens":19840,"output_tokens":116}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20b5a0a2e70da591f1b01e2cf8b7efd69ed0f79f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"housing\",\n AVG(CASE WHEN \"default\" = 'no' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m8\"\nGROUP BY \"housing\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=\"housing\" and condition_col=\"default\", measuring the within-group proportion where default='no'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8be95abed3c71ea8337d1fcee34954a2c8eb3d86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:23:25.196844Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:23:27.608402Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:23:35.073535Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5f5ebb85a50f909b4da63650bbdd3036a5bc284 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=housing, condition_col=default. +Result preview: [{"housing": "yes", "condition_rate": 0.9826900119379228}, {"housing": "no", "condition_rate": 0.9810766396095812}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f736e38bc29f91dd17a5a29668961a5291e0ae35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_5de8b787d51c42fa +-- problem_id: v2p_m8_67a17473636ea949 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", + AVG(CASE WHEN "default" = 'no' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m8" +GROUP BY "housing" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..43a00dd5bd3db2ac353a4b8e2a2d4554ac2ce444 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"housing\",\n AVG(CASE WHEN \"default\" = 'no' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m8\"\nGROUP BY \"housing\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"housing\\\",\\n AVG(CASE WHEN \\\"default\\\" = 'no' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"housing\", \"condition_rate\"], \"rows\": [{\"housing\": \"yes\", \"condition_rate\": 0.9826900119379228}, {\"housing\": \"no\", \"condition_rate\": 0.9810766396095812}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.47}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6de8908413275d5ea029f3d1757ce0f51af347c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:23:24.984479+00:00", + "ended_at": "2026-05-04T08:23:36.165536+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_5de8b787d51c42fa", + "problem_id": "v2p_m8_67a17473636ea949", + "dataset_id": "m8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=housing, condition_col=default.", + "bindings": { + "group_col": "housing", + "condition_col": "default", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_5de8b787d51c42fa.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5de8b787d51c42fa", + "api_calls": 0, + "input_tokens": 22663, + "cached_input_tokens": 19840, + "output_tokens": 116, + "total_tokens": 22779, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2572, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2672, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11115.34, + "sql_execution_elapsed_ms_total": 30.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_5de8b787d51c42fa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00fa16363a6702bcd9396bb2e182122c5a293e22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5de8b787d51c42fa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:23:36.127053+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11115.34, "started_at": "2026-05-04T08:23:24.992237+00:00", "ended_at": "2026-05-04T08:23:36.107809+00:00", "prompt_metrics": {"chars": 9212, "bytes_utf8": 9212, "lines": 303, "estimated_tokens": 2572}, "response_metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22663, "cached_input_tokens": 19840, "output_tokens": 116}, "stderr_preview": "2026-05-04T08:23:25.196844Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:23:27.608402Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=age, measure_col=pdays.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "age", + "measure_col": "pdays", + "item_col": "previous", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d22686958a4cba8461a017d1f14f444f542a34f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-a916-7e31-ac91-55051d4d25ca"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"age\\\", \\\"previous\\\",\\n SUM(CAST(\\\"pdays\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"pdays\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"pdays\\\" AS REAL))) OVER (PARTITION BY \\\"age\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"previous\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"age\\\", item_col=\\\"previous\\\", and measure_col=\\\"pdays\\\". Cast \\\"pdays\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22719,"cached_input_tokens":21888,"output_tokens":227}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0887129362021d06f3ba60e210de58b3379870fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"age\", \"previous\",\n SUM(CAST(\"pdays\" AS REAL)) AS total_measure,\n SUM(CAST(\"pdays\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"pdays\" AS REAL))) OVER (PARTITION BY \"age\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"age\", \"previous\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"age\", item_col=\"previous\", and measure_col=\"pdays\". Cast \"pdays\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d96c9a3c6ed3db801b65ec7ce1957c5266a311fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:52.339728Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:29:54.740278Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:30:07.100244Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba36bbe78de480a7c1dca2080ece8fc906ad3306 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=age, measure_col=pdays. +Result preview: [{"age": "89", "previous": "1", "total_measure": 189.0, "share_within_group": 101.06951871657753}, {"age": "92", "previous": "3", "total_measure": 96.0, "share_within_group": 101.05263157894737}, {"age": "88", "previous": "1", "total_measure": 274.0, "share_within_group": 100.36630036630036}, {"age": "85", "previous": "0", "total_measure": -5.0, "share_within_group": 100.0}, {"age": "87", "previous": "0", "total_measure": -4.0, "share_within_group": 100.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d8333c21d5e8bc3f6e1ff7cca4125f1446582c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_5ed59386692e5b5c +-- problem_id: v2p_m8_d68a6e0fa05e6dc7 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "previous", + SUM(CAST("pdays" AS REAL)) AS total_measure, + SUM(CAST("pdays" AS REAL)) * 100.0 / SUM(SUM(CAST("pdays" AS REAL))) OVER (PARTITION BY "age") AS share_within_group +FROM "m8" +GROUP BY "age", "previous" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e92aca9c75231ad4be1bcb6534e124de924f122 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"age\", \"previous\",\n SUM(CAST(\"pdays\" AS REAL)) AS total_measure,\n SUM(CAST(\"pdays\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"pdays\" AS REAL))) OVER (PARTITION BY \"age\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"age\", \"previous\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"age\\\", \\\"previous\\\",\\n SUM(CAST(\\\"pdays\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"pdays\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"pdays\\\" AS REAL))) OVER (PARTITION BY \\\"age\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"previous\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"age\", \"previous\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"age\": \"89\", \"previous\": \"1\", \"total_measure\": 189.0, \"share_within_group\": 101.06951871657753}, {\"age\": \"92\", \"previous\": \"3\", \"total_measure\": 96.0, \"share_within_group\": 101.05263157894737}, {\"age\": \"88\", \"previous\": \"1\", \"total_measure\": 274.0, \"share_within_group\": 100.36630036630036}, {\"age\": \"85\", \"previous\": \"0\", \"total_measure\": -5.0, \"share_within_group\": 100.0}, {\"age\": \"87\", \"previous\": \"0\", \"total_measure\": -4.0, \"share_within_group\": 100.0}, {\"age\": \"90\", \"previous\": \"0\", \"total_measure\": -2.0, \"share_within_group\": 100.0}, {\"age\": \"94\", \"previous\": \"0\", \"total_measure\": -1.0, \"share_within_group\": 100.0}, {\"age\": \"95\", \"previous\": \"0\", \"total_measure\": -2.0, \"share_within_group\": 100.0}, {\"age\": \"93\", \"previous\": \"7\", \"total_measure\": 177.0, \"share_within_group\": 93.15789473684211}, {\"age\": \"81\", \"previous\": \"1\", \"total_measure\": 372.0, \"share_within_group\": 82.30088495575221}, {\"age\": \"18\", \"previous\": \"1\", \"total_measure\": 276.0, \"share_within_group\": 79.08309455587393}, {\"age\": \"84\", \"previous\": \"2\", \"total_measure\": 428.0, \"share_within_group\": 60.53748231966054}, {\"age\": \"82\", \"previous\": \"1\", \"total_measure\": 690.0, \"share_within_group\": 56.23471882640587}, {\"age\": \"78\", \"previous\": \"1\", \"total_measure\": 454.0, \"share_within_group\": 56.04938271604938}, {\"age\": \"19\", \"previous\": \"2\", \"total_measure\": 954.0, \"share_within_group\": 55.985915492957744}, {\"age\": \"22\", \"previous\": \"1\", \"total_measure\": 2932.0, \"share_within_group\": 53.16409791477788}, {\"age\": \"71\", \"previous\": \"1\", \"total_measure\": 1641.0, \"share_within_group\": 51.089663760896634}, {\"age\": \"86\", \"previous\": \"3\", \"total_measure\": 180.0, \"share_within_group\": 49.04632152588556}, {\"age\": \"74\", \"previous\": \"2\", \"total_measure\": 1115.0, \"share_within_group\": 47.91577137945853}, {\"age\": \"65\", \"previous\": \"1\", \"total_measure\": 1482.0, \"share_within_group\": 47.91464597478176}, {\"age\": \"83\", \"previous\": \"2\", \"total_measure\": 550.0, \"share_within_group\": 46.4527027027027}, {\"age\": \"21\", \"previous\": \"2\", \"total_measure\": 1434.0, \"share_within_group\": 45.84398976982097}, {\"age\": \"53\", \"previous\": \"1\", \"total_measure\": 13913.0, \"share_within_group\": 45.53875360041896}, {\"age\": \"76\", \"previous\": \"1\", \"total_measure\": 726.0, \"share_within_group\": 43.47305389221557}, {\"age\": \"26\", \"previous\": \"1\", \"total_measure\": 12089.0, \"share_within_group\": 42.958672399701506}, {\"age\": \"40\", \"previous\": \"1\", \"total_measure\": 25714.0, \"share_within_group\": 42.630017075879906}, {\"age\": \"70\", \"previous\": \"1\", \"total_measure\": 1867.0, \"share_within_group\": 42.19209039548023}, {\"age\": \"75\", \"previous\": \"2\", \"total_measure\": 1257.0, \"share_within_group\": 42.0541987286718}, {\"age\": \"60\", \"previous\": \"1\", \"total_measure\": 9301.0, \"share_within_group\": 41.90961113864732}, {\"age\": \"52\", \"previous\": \"1\", \"total_measure\": 12138.0, \"share_within_group\": 41.90430159497342}, {\"age\": \"62\", \"previous\": \"1\", \"total_measure\": 2540.0, \"share_within_group\": 41.89345208642586}, {\"age\": \"24\", \"previous\": \"1\", \"total_measure\": 4492.0, \"share_within_group\": 41.60029635117614}, {\"age\": \"30\", \"previous\": \"1\", \"total_measure\": 29190.0, \"share_within_group\": 41.21018748588209}, {\"age\": \"79\", \"previous\": \"1\", \"total_measure\": 1019.0, \"share_within_group\": 41.08870967741935}, {\"age\": \"29\", \"previous\": \"1\", \"total_measure\": 22733.0, \"share_within_group\": 40.748906574890654}, {\"age\": \"27\", \"previous\": \"1\", \"total_measure\": 16177.0, \"share_within_group\": 40.515427769985976}, {\"age\": \"46\", \"previous\": \"1\", \"total_measure\": 17217.0, \"share_within_group\": 40.07215175142558}, {\"age\": \"84\", \"previous\": \"3\", \"total_measure\": 283.0, \"share_within_group\": 40.02828854314003}, {\"age\": \"49\", \"previous\": \"1\", \"total_measure\": 10327.0, \"share_within_group\": 39.44764887887238}, {\"age\": \"45\", \"previous\": \"1\", \"total_measure\": 16770.0, \"share_within_group\": 39.40504722966305}, {\"age\": \"68\", \"previous\": \"1\", \"total_measure\": 739.0, \"share_within_group\": 38.489583333333336}, {\"age\": \"41\", \"previous\": \"1\", \"total_measure\": 20552.0, \"share_within_group\": 38.25692001265799}, {\"age\": \"64\", \"previous\": \"1\", \"total_measure\": 1544.0, \"share_within_group\": 38.22728398118346}, {\"age\": \"48\", \"previous\": \"1\", \"total_measure\": 13733.0, \"share_within_group\": 37.79967520849963}, {\"age\": \"36\", \"previous\": \"1\", \"total_measure\": 27112.0, \"share_within_group\": 37.550726444232076}, {\"age\": \"32\", \"previous\": \"1\", \"total_measure\": 35220.0, \"share_within_group\": 37.515178628491086}, {\"age\": \"47\", \"previous\": \"1\", \"total_measure\": 15698.0, \"share_within_group\": 36.74797509246687}, {\"age\": \"31\", \"previous\": \"1\", \"total_measure\": 28836.0, \"share_within_group\": 36.50865998176846}, {\"age\": \"39\", \"previous\": \"1\", \"total_measure\": 22332.0, \"share_within_group\": 36.04260813428018}, {\"age\": \"66\", \"previous\": \"2\", \"total_measure\": 1192.0, \"share_within_group\": 35.752849430113976}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 60.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0bc32a7ada57c37336a6292ba5a8d58e49748481 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:29:52.097442+00:00", + "ended_at": "2026-05-04T08:30:07.951278+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_5ed59386692e5b5c", + "problem_id": "v2p_m8_d68a6e0fa05e6dc7", + "dataset_id": "m8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=age, measure_col=pdays.", + "bindings": { + "group_col": "age", + "measure_col": "pdays", + "item_col": "previous", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_5ed59386692e5b5c.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5ed59386692e5b5c", + "api_calls": 0, + "input_tokens": 22719, + "cached_input_tokens": 21888, + "output_tokens": 227, + "total_tokens": 22946, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2628, + "estimated_output_tokens": 149, + "estimated_total_tokens": 2777, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15754.31, + "sql_execution_elapsed_ms_total": 60.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_5ed59386692e5b5c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ac6b2af70fe1f20018fa56bcba981365f99cb4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ed59386692e5b5c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:30:07.880431+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15754.31, "started_at": "2026-05-04T08:29:52.106623+00:00", "ended_at": "2026-05-04T08:30:07.861105+00:00", "prompt_metrics": {"chars": 9356, "bytes_utf8": 9356, "lines": 302, "estimated_tokens": 2628}, "response_metrics": {"chars": 529, "bytes_utf8": 529, "lines": 1, "estimated_tokens": 149}, "usage": {"input_tokens": 22719, "cached_input_tokens": 21888, "output_tokens": 227}, "stderr_preview": "2026-05-04T08:29:52.339728Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:29:54.740278Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=loan, measure_col=age.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "loan", + "measure_col": "age", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3d17d6f04938f197a54fc3412f7e6e8662c619f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df231-85ee-7ac2-afd7-a8a0b2ff08d7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"loan\\\", SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"loan\\\"\\nHAVING SUM(CAST(\\\"age\\\" AS REAL)) > 48.0\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col=\\\"loan\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22643,"cached_input_tokens":21888,"output_tokens":184}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c072aa27c455a14912315cf5d68e8c68ac9005f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"loan\", SUM(CAST(\"age\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"loan\"\nHAVING SUM(CAST(\"age\" AS REAL)) > 48.0\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the required Thresholded Group Ranking template with group_col=\"loan\" and measure_col=\"age\". Cast \"age\" from TEXT to REAL for SQLite numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24622cea27dece3e9e1ea8c3199ba66bed5d959d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:53:45.139375Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:53:47.491155Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:53:56.043357Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ed8a21f50378ca50d53947cff65c9ebe8cf9e20 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=loan, measure_col=age. +Result preview: [{"loan": "no", "total_measure": 1556982.0}, {"loan": "yes", "total_measure": 293785.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..787ff18108b6b08ebc420a4d10984819a951bbff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_5f3ea680ec90fec7 +-- problem_id: v2p_m8_2da6f45e75bf2b61 +-- realization_mode: agent +-- source_kind: agent +SELECT "loan", SUM(CAST("age" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "loan" +HAVING SUM(CAST("age" AS REAL)) > 48.0 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cfb6ecc7c3333333a3b78ee4840afc5df4ccd49c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"loan\", SUM(CAST(\"age\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"loan\"\nHAVING SUM(CAST(\"age\" AS REAL)) > 48.0\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"loan\\\", SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"loan\\\"\\nHAVING SUM(CAST(\\\"age\\\" AS REAL)) > 48.0\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"loan\", \"total_measure\"], \"rows\": [{\"loan\": \"no\", \"total_measure\": 1556982.0}, {\"loan\": \"yes\", \"total_measure\": 293785.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.18}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c9f04a7c53c89742110265404148b2fa5937d1d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:53:44.904532+00:00", + "ended_at": "2026-05-04T08:53:57.085708+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_5f3ea680ec90fec7", + "problem_id": "v2p_m8_2da6f45e75bf2b61", + "dataset_id": "m8", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=loan, measure_col=age.", + "bindings": { + "group_col": "loan", + "measure_col": "age", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=126" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_5f3ea680ec90fec7.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5f3ea680ec90fec7", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 184, + "total_tokens": 22827, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2664, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12115.0, + "sql_execution_elapsed_ms_total": 31.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_5f3ea680ec90fec7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..809cb2865c1003b490decacddfcc86fcf0d7dbbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:53:57.045630+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12115.0, "started_at": "2026-05-04T08:53:44.912967+00:00", "ended_at": "2026-05-04T08:53:57.027630+00:00", "prompt_metrics": {"chars": 9109, "bytes_utf8": 9109, "lines": 300, "estimated_tokens": 2554}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22643, "cached_input_tokens": 21888, "output_tokens": 184}, "stderr_preview": "2026-05-04T08:53:45.139375Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:53:47.491155Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 48.0\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col=\\\"loan\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..36b32a00c0cd4d6af3a4662ff5620a60c1234c0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f3ea680ec90fec7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5f3ea680ec90fec7", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 184, + "total_tokens": 22827, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2664, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12115.0, + "sql_execution_elapsed_ms_total": 31.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_5f3ea680ec90fec7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..952a9d0c9381483cb66ca010747cec7e874ab8b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9475, "bytes_utf8": 9475, "lines": 305, "estimated_tokens": 2623}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 984, "bytes_utf8": 984, "lines": 1, "estimated_tokens": 275}, "usage": {"input_tokens": 22714, "cached_input_tokens": 21888, "output_tokens": 960}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5038245ad07e15ccb57fcabfa0c7598a6e9866f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5f7fa161b86ab507", + "api_calls": 0, + "input_tokens": 22714, + "cached_input_tokens": 21888, + "output_tokens": 960, + "total_tokens": 23674, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 275, + "estimated_total_tokens": 2898, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27201.55, + "sql_execution_elapsed_ms_total": 147.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_5f7fa161b86ab507\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aba8ebf39b58ae1888ac92f2e5642937a00d101e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:34:29.810640+00:00", + "ended_at": "2026-05-04T08:34:57.012075+00:00", + "elapsed_ms": 27201.55, + "prompt_metrics": { + "chars": 9475, + "bytes_utf8": 9475, + "lines": 305, + "estimated_tokens": 2623 + }, + "stdout_metrics": { + "chars": 1417, + "bytes_utf8": 1417, + "lines": 4, + "estimated_tokens": 450 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13170 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 984, + "bytes_utf8": 984, + "lines": 1, + "estimated_tokens": 275 + }, + "usage": { + "input_tokens": 22714, + "cached_input_tokens": 21888, + "output_tokens": 960 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57a2894c952b0156732292d1c3e23b3db0dc20aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=campaign, measure_col=balance, condition_col=contact.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "campaign", + "measure_col": "balance", + "condition_col": "contact", + "condition_value": "cellular", + "positive_value": "cellular", + "negative_value": "unknown", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28d83ead1c42189eed1bf6dfd5f0272cf016b3e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21f-e5c4-74b2-9cfd-12471e1f0f12"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"contact\\\" = 'cellular'\\n AND \\\"balance\\\" IS NOT NULL\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n \\\"balance_num\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"campaign\\\"\\n ORDER BY \\\"balance_num\\\"\\n ) AS \\\"cdf\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"campaign\\\"\\n ) AS \\\"support\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"campaign\\\",\\n MIN(\\\"balance_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"scored\\\"\\nWHERE \\\"cdf\\\" >= 0.9\\nGROUP BY \\\"campaign\\\"\\nHAVING MAX(\\\"support\\\") >= 5\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to return the nearest-rank 90th percentile of \\\"balance\\\" within each \\\"campaign\\\" group after filtering to \\\"contact\\\" = 'cellular', with a minimum filtered support of 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22714,"cached_input_tokens":21888,"output_tokens":960}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89f4a6b15f35c034df12f4a3e8d77362a759066a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"campaign\",\n CAST(\"balance\" AS REAL) AS \"balance_num\"\n FROM \"m8\"\n WHERE \"contact\" = 'cellular'\n AND \"balance\" IS NOT NULL\n),\n\"scored\" AS (\n SELECT\n \"campaign\",\n \"balance_num\",\n CUME_DIST() OVER (\n PARTITION BY \"campaign\"\n ORDER BY \"balance_num\"\n ) AS \"cdf\",\n COUNT(*) OVER (\n PARTITION BY \"campaign\"\n ) AS \"support\"\n FROM \"filtered\"\n)\nSELECT\n \"campaign\",\n MIN(\"balance_num\") AS \"conditional_percentile\"\nFROM \"scored\"\nWHERE \"cdf\" >= 0.9\nGROUP BY \"campaign\"\nHAVING MAX(\"support\") >= 5\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to return the nearest-rank 90th percentile of \"balance\" within each \"campaign\" group after filtering to \"contact\" = 'cellular', with a minimum filtered support of 5."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73ccb13ae3484af5b57504a3143a3c42ec42e747 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:34:30.014200Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:34:32.368262Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:34:56.191101Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..adc8d7c9091502f28d1987f329a0413023f274e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=campaign, measure_col=balance, condition_col=contact. +Result preview: [{"campaign": "25", "conditional_percentile": 6762.0}, {"campaign": "20", "conditional_percentile": 6343.0}, {"campaign": "19", "conditional_percentile": 5253.0}, {"campaign": "14", "conditional_percentile": 5169.0}, {"campaign": "21", "conditional_percentile": 5060.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d0a84a6c196e27853d719bd083b2c69a6ee9d60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_5f7fa161b86ab507 +-- problem_id: v2p_m8_0b7cf09150e0f4e4 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "campaign", + CAST("balance" AS REAL) AS "balance_num" + FROM "m8" + WHERE "contact" = 'cellular' + AND "balance" IS NOT NULL +), +"scored" AS ( + SELECT + "campaign", + "balance_num", + CUME_DIST() OVER ( + PARTITION BY "campaign" + ORDER BY "balance_num" + ) AS "cdf", + COUNT(*) OVER ( + PARTITION BY "campaign" + ) AS "support" + FROM "filtered" +) +SELECT + "campaign", + MIN("balance_num") AS "conditional_percentile" +FROM "scored" +WHERE "cdf" >= 0.9 +GROUP BY "campaign" +HAVING MAX("support") >= 5 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..acb79f7b67ba435e99a5649e841aac928adccd73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"campaign\",\n CAST(\"balance\" AS REAL) AS \"balance_num\"\n FROM \"m8\"\n WHERE \"contact\" = 'cellular'\n AND \"balance\" IS NOT NULL\n),\n\"scored\" AS (\n SELECT\n \"campaign\",\n \"balance_num\",\n CUME_DIST() OVER (\n PARTITION BY \"campaign\"\n ORDER BY \"balance_num\"\n ) AS \"cdf\",\n COUNT(*) OVER (\n PARTITION BY \"campaign\"\n ) AS \"support\"\n FROM \"filtered\"\n)\nSELECT\n \"campaign\",\n MIN(\"balance_num\") AS \"conditional_percentile\"\nFROM \"scored\"\nWHERE \"cdf\" >= 0.9\nGROUP BY \"campaign\"\nHAVING MAX(\"support\") >= 5\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"contact\\\" = 'cellular'\\n AND \\\"balance\\\" IS NOT NULL\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n \\\"balance_num\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"campaign\\\"\\n ORDER BY \\\"balance_num\\\"\\n ) AS \\\"cdf\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"campaign\\\"\\n ) AS \\\"support\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"campaign\\\",\\n MIN(\\\"balance_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"scored\\\"\\nWHERE \\\"cdf\\\" >= 0.9\\nGROUP BY \\\"campaign\\\"\\nHAVING MAX(\\\"support\\\") >= 5\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"campaign\", \"conditional_percentile\"], \"rows\": [{\"campaign\": \"25\", \"conditional_percentile\": 6762.0}, {\"campaign\": \"20\", \"conditional_percentile\": 6343.0}, {\"campaign\": \"19\", \"conditional_percentile\": 5253.0}, {\"campaign\": \"14\", \"conditional_percentile\": 5169.0}, {\"campaign\": \"21\", \"conditional_percentile\": 5060.0}, {\"campaign\": \"9\", \"conditional_percentile\": 4996.0}, {\"campaign\": \"29\", \"conditional_percentile\": 4439.0}, {\"campaign\": \"1\", \"conditional_percentile\": 3738.0}, {\"campaign\": \"3\", \"conditional_percentile\": 3677.0}, {\"campaign\": \"2\", \"conditional_percentile\": 3676.0}, {\"campaign\": \"10\", \"conditional_percentile\": 3558.0}, {\"campaign\": \"4\", \"conditional_percentile\": 3494.0}, {\"campaign\": \"30\", \"conditional_percentile\": 3432.0}, {\"campaign\": \"7\", \"conditional_percentile\": 3418.0}, {\"campaign\": \"6\", \"conditional_percentile\": 3330.0}, {\"campaign\": \"13\", \"conditional_percentile\": 3267.0}, {\"campaign\": \"11\", \"conditional_percentile\": 3221.0}, {\"campaign\": \"8\", \"conditional_percentile\": 3202.0}, {\"campaign\": \"5\", \"conditional_percentile\": 3160.0}, {\"campaign\": \"23\", \"conditional_percentile\": 3158.0}, {\"campaign\": \"12\", \"conditional_percentile\": 2993.0}, {\"campaign\": \"16\", \"conditional_percentile\": 2950.0}, {\"campaign\": \"18\", \"conditional_percentile\": 2944.0}, {\"campaign\": \"17\", \"conditional_percentile\": 2517.0}, {\"campaign\": \"15\", \"conditional_percentile\": 2119.0}, {\"campaign\": \"22\", \"conditional_percentile\": 1612.0}, {\"campaign\": \"24\", \"conditional_percentile\": 795.0}, {\"campaign\": \"27\", \"conditional_percentile\": 723.0}, {\"campaign\": \"26\", \"conditional_percentile\": 305.0}, {\"campaign\": \"31\", \"conditional_percentile\": 157.0}, {\"campaign\": \"28\", \"conditional_percentile\": 89.0}], \"row_count_returned\": 31, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 147.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6afd2b84c1f9f346390231e8971b79d1b6e4559f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:34:29.800969+00:00", + "ended_at": "2026-05-04T08:34:57.197096+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_5f7fa161b86ab507", + "problem_id": "v2p_m8_0b7cf09150e0f4e4", + "dataset_id": "m8", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=campaign, measure_col=balance, condition_col=contact.", + "bindings": { + "group_col": "campaign", + "measure_col": "balance", + "condition_col": "contact", + "condition_value": "cellular", + "positive_value": "cellular", + "negative_value": "unknown", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_5f7fa161b86ab507.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5f7fa161b86ab507", + "api_calls": 0, + "input_tokens": 22714, + "cached_input_tokens": 21888, + "output_tokens": 960, + "total_tokens": 23674, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 275, + "estimated_total_tokens": 2898, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27201.55, + "sql_execution_elapsed_ms_total": 147.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_5f7fa161b86ab507\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..166f892d3734a77cdd0cc6a9fb4d60222698a790 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:34:57.038424+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 27201.55, "started_at": "2026-05-04T08:34:29.810640+00:00", "ended_at": "2026-05-04T08:34:57.012075+00:00", "prompt_metrics": {"chars": 9475, "bytes_utf8": 9475, "lines": 305, "estimated_tokens": 2623}, "response_metrics": {"chars": 984, "bytes_utf8": 984, "lines": 1, "estimated_tokens": 275}, "usage": {"input_tokens": 22714, "cached_input_tokens": 21888, "output_tokens": 960}, "stderr_preview": "2026-05-04T08:34:30.014200Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:34:32.368262Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.9\\nGROUP BY \\\"campaign\\\"\\nHAVING MAX(\\\"support\\\") >= 5\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to return the nearest-rank 90th percentile of \\\"balance\\\" within each \\\"campaign\\\" group after filtering to \\\"contact\\\" = 'cellular', with a minimum filtered support of 5.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..18a895b866f2e01e92cb677384327281cf588e2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5f7fa161b86ab507/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5f7fa161b86ab507", + "api_calls": 0, + "input_tokens": 22714, + "cached_input_tokens": 21888, + "output_tokens": 960, + "total_tokens": 23674, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 275, + "estimated_total_tokens": 2898, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27201.55, + "sql_execution_elapsed_ms_total": 147.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_5f7fa161b86ab507\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0aecd1ea040aafe915b34b69d06ac3b70516085c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9138, "bytes_utf8": 9138, "lines": 300, "estimated_tokens": 2547}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1167, "bytes_utf8": 1167, "lines": 1, "estimated_tokens": 338}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 745}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4a70a864f4c988e597c7e7e5b1481bda761e9c6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5ffdf0f9ebdab365", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 745, + "total_tokens": 23383, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 338, + "estimated_total_tokens": 2885, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21470.76, + "sql_execution_elapsed_ms_total": 180.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_5ffdf0f9ebdab365\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..24dc98500a335bc4285ee523693e34fbd9b9cba5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:46:19.372522+00:00", + "ended_at": "2026-05-04T08:46:40.843556+00:00", + "elapsed_ms": 21470.76, + "prompt_metrics": { + "chars": 9138, + "bytes_utf8": 9138, + "lines": 300, + "estimated_tokens": 2547 + }, + "stdout_metrics": { + "chars": 1628, + "bytes_utf8": 1628, + "lines": 4, + "estimated_tokens": 524 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13212 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1167, + "bytes_utf8": 1167, + "lines": 1, + "estimated_tokens": 338 + }, + "usage": { + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 745 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70951f96e7994f2ece7149b4e6504d4f849f9f60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=previous, measure_col=campaign.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "previous", + "measure_col": "campaign", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..875de3091b4969d0f38886ff6a17b624fe12eeaa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22a-b975-7d72-b924-6b5962a6443f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"previous\\\",\\n CAST(\\\"campaign\\\" AS REAL) AS \\\"campaign_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"previous\\\"\\n ORDER BY CAST(\\\"campaign\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"previous\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"previous\\\" IS NOT NULL\\n AND \\\"campaign\\\" IS NOT NULL\\n),\\n\\\"eligible\\\" AS (\\n SELECT\\n \\\"previous\\\",\\n \\\"campaign_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") AS INT) + CASE\\n WHEN (0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INT) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n)\\nSELECT\\n \\\"previous\\\",\\n \\\"campaign_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"eligible\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"previous\\\"\\nLIMIT 12;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \\\"previous\\\" group via window functions. \\\"campaign\\\" is CAST from TEXT to REAL, and groups are restricted to at least 5 rows using the provided minimum group size.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":21888,"output_tokens":745}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc93ade4ebca1f1b053f1c6144d6069709fec007 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"previous\",\n CAST(\"campaign\" AS REAL) AS \"campaign_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"previous\"\n ORDER BY CAST(\"campaign\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"previous\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"previous\" IS NOT NULL\n AND \"campaign\" IS NOT NULL\n),\n\"eligible\" AS (\n SELECT\n \"previous\",\n \"campaign_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") AS INT) + CASE\n WHEN (0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INT) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n WHERE \"cnt\" >= 5\n)\nSELECT\n \"previous\",\n \"campaign_value\" AS \"percentile_measure\"\nFROM \"eligible\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC, \"previous\"\nLIMIT 12;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \"previous\" group via window functions. \"campaign\" is CAST from TEXT to REAL, and groups are restricted to at least 5 rows using the provided minimum group size."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97ad9718b06675fb25142a68848e4b1403676da8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:46:19.568130Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:46:21.898531Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:46:39.991015Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..862e757413bb9a5443067daa50ca5f817c9957f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=previous, measure_col=campaign. +Result preview: [{"previous": "14", "percentile_measure": 16.0}, {"previous": "16", "percentile_measure": 10.0}, {"previous": "0", "percentile_measure": 8.0}, {"previous": "13", "percentile_measure": 8.0}, {"previous": "24", "percentile_measure": 8.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c4ff82a05fb5a2c2550f35770abca333065a7fe8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/generated_sql.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_5ffdf0f9ebdab365 +-- problem_id: v2p_m8_65bc9e7b8a294b25 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "previous", + CAST("campaign" AS REAL) AS "campaign_value", + ROW_NUMBER() OVER ( + PARTITION BY "previous" + ORDER BY CAST("campaign" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "previous") AS "cnt" + FROM "m8" + WHERE "previous" IS NOT NULL + AND "campaign" IS NOT NULL +), +"eligible" AS ( + SELECT + "previous", + "campaign_value", + "rn", + "cnt", + CAST((0.95 * "cnt") AS INT) + CASE + WHEN (0.95 * "cnt") > CAST((0.95 * "cnt") AS INT) THEN 1 + ELSE 0 + END AS "target_rn" + FROM "ranked" + WHERE "cnt" >= 5 +) +SELECT + "previous", + "campaign_value" AS "percentile_measure" +FROM "eligible" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC, "previous" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e5960eefc017442db12b6305b88a0217bd75459 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"previous\",\n CAST(\"campaign\" AS REAL) AS \"campaign_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"previous\"\n ORDER BY CAST(\"campaign\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"previous\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"previous\" IS NOT NULL\n AND \"campaign\" IS NOT NULL\n),\n\"eligible\" AS (\n SELECT\n \"previous\",\n \"campaign_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") AS INT) + CASE\n WHEN (0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INT) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n WHERE \"cnt\" >= 5\n)\nSELECT\n \"previous\",\n \"campaign_value\" AS \"percentile_measure\"\nFROM \"eligible\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC, \"previous\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"previous\\\",\\n CAST(\\\"campaign\\\" AS REAL) AS \\\"campaign_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"previous\\\"\\n ORDER BY CAST(\\\"campaign\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"previous\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"previous\\\" IS NOT NULL\\n AND \\\"campaign\\\" IS NOT NULL\\n),\\n\\\"eligible\\\" AS (\\n SELECT\\n \\\"previous\\\",\\n \\\"campaign_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") AS INT) + CASE\\n WHEN (0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INT) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n)\\nSELECT\\n \\\"previous\\\",\\n \\\"campaign_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"eligible\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"previous\\\"\\nLIMIT 12;\", \"columns\": [\"previous\", \"percentile_measure\"], \"rows\": [{\"previous\": \"14\", \"percentile_measure\": 16.0}, {\"previous\": \"16\", \"percentile_measure\": 10.0}, {\"previous\": \"0\", \"percentile_measure\": 8.0}, {\"previous\": \"13\", \"percentile_measure\": 8.0}, {\"previous\": \"24\", \"percentile_measure\": 8.0}, {\"previous\": \"9\", \"percentile_measure\": 8.0}, {\"previous\": \"11\", \"percentile_measure\": 7.0}, {\"previous\": \"17\", \"percentile_measure\": 7.0}, {\"previous\": \"18\", \"percentile_measure\": 7.0}, {\"previous\": \"19\", \"percentile_measure\": 7.0}, {\"previous\": \"5\", \"percentile_measure\": 7.0}, {\"previous\": \"10\", \"percentile_measure\": 6.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 180.6}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d1bf19003e747e8b920a330e3408f9baa43e6915 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:46:19.362229+00:00", + "ended_at": "2026-05-04T08:46:41.050816+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_5ffdf0f9ebdab365", + "problem_id": "v2p_m8_65bc9e7b8a294b25", + "dataset_id": "m8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=previous, measure_col=campaign.", + "bindings": { + "group_col": "previous", + "measure_col": "campaign", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_5ffdf0f9ebdab365.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5ffdf0f9ebdab365", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 745, + "total_tokens": 23383, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 338, + "estimated_total_tokens": 2885, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21470.76, + "sql_execution_elapsed_ms_total": 180.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_5ffdf0f9ebdab365\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf4df71843bab4709a6b466a194a03140ced456b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:46:40.861760+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21470.76, "started_at": "2026-05-04T08:46:19.372522+00:00", "ended_at": "2026-05-04T08:46:40.843556+00:00", "prompt_metrics": {"chars": 9138, "bytes_utf8": 9138, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 1167, "bytes_utf8": 1167, "lines": 1, "estimated_tokens": 338}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 745}, "stderr_preview": "2026-05-04T08:46:19.568130Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:46:21.898531Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST((0.95 * \\\"cnt\\\") AS INT) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n)\\nSELECT\\n \\\"previous\\\",\\n \\\"campaign_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"eligible\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"previous\\\"\\nLIMIT 12;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6d91bbaa1ab14b599141c1f33cb66629f94bfd9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_5ffdf0f9ebdab365/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5ffdf0f9ebdab365", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 745, + "total_tokens": 23383, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 338, + "estimated_total_tokens": 2885, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21470.76, + "sql_execution_elapsed_ms_total": 180.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_5ffdf0f9ebdab365\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_607d09874b112e42/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_607d09874b112e42/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5ef3366cd4d7168a285e3597ef712fc0b26c47b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_607d09874b112e42/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "no", "support": 39922, "support_share": 0.8830151954170445, "support_rank": 1}, {"value_label": "yes", "support": 5289, "support_share": 0.11698480458295547, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_607d09874b112e42/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_607d09874b112e42/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7cf8ab29903ca6af76a76fa5e105771e7e5724f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_607d09874b112e42/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_607d09874b112e42 +-- problem_id: v2p_m8_b67d10b72f9ebffc +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "y" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "y" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_607d09874b112e42/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_607d09874b112e42/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee8e22f0f0ad4fea9c0eeccd90fa7398c75f224a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_607d09874b112e42/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m8_607d09874b112e42\n-- problem_id: v2p_m8_b67d10b72f9ebffc\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"y\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"y\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m8_607d09874b112e42\\n-- problem_id: v2p_m8_b67d10b72f9ebffc\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"y\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"no\", \"support\": 39922, \"support_share\": 0.8830151954170445, \"support_rank\": 1}, {\"value_label\": \"yes\", \"support\": 5289, \"support_share\": 0.11698480458295547, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.61}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_607d09874b112e42/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_607d09874b112e42/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09c5ff93847f7a9353074dd0a8705f06da945ee7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_607d09874b112e42/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.180872+00:00", + "ended_at": "2026-05-04T08:57:11.209853+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_607d09874b112e42", + "problem_id": "v2p_m8_b67d10b72f9ebffc", + "dataset_id": "m8", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=15", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 15, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_607d09874b112e42.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_607d09874b112e42/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_607d09874b112e42/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_607d09874b112e42/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..788856cbce196b9a8e3a0f2386982cadf76d493f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9461, "bytes_utf8": 9461, "lines": 305, "estimated_tokens": 2624}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 877, "bytes_utf8": 877, "lines": 1, "estimated_tokens": 255}, "usage": {"input_tokens": 22715, "cached_input_tokens": 21888, "output_tokens": 391}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 10209, "bytes_utf8": 10209, "lines": 309, "estimated_tokens": 2849}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 787, "bytes_utf8": 787, "lines": 1, "estimated_tokens": 240}, "usage": {"input_tokens": 22940, "cached_input_tokens": 21888, "output_tokens": 497}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4fea861b05f0ef75dc0b6a52b272c78729c56bd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_60d26ce8c6d75b06", + "api_calls": 0, + "input_tokens": 45655, + "cached_input_tokens": 43776, + "output_tokens": 888, + "total_tokens": 46543, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5473, + "estimated_output_tokens": 495, + "estimated_total_tokens": 5968, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35980.17, + "sql_execution_elapsed_ms_total": 135.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_60d26ce8c6d75b06\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dc5fed873ebeccc636d4ad710a80ca717180c26d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:34:57.208061+00:00", + "ended_at": "2026-05-04T08:35:12.793535+00:00", + "elapsed_ms": 15585.54, + "prompt_metrics": { + "chars": 9461, + "bytes_utf8": 9461, + "lines": 305, + "estimated_tokens": 2624 + }, + "stdout_metrics": { + "chars": 1294, + "bytes_utf8": 1294, + "lines": 4, + "estimated_tokens": 412 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13233 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 877, + "bytes_utf8": 877, + "lines": 1, + "estimated_tokens": 255 + }, + "usage": { + "input_tokens": 22715, + "cached_input_tokens": 21888, + "output_tokens": 391 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_attempt_2.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..40c1ca69481be549ed4ecf3e299ce5615995f69f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:35:12.815188+00:00", + "ended_at": "2026-05-04T08:35:33.208157+00:00", + "elapsed_ms": 20394.63, + "prompt_metrics": { + "chars": 10209, + "bytes_utf8": 10209, + "lines": 309, + "estimated_tokens": 2849 + }, + "stdout_metrics": { + "chars": 1202, + "bytes_utf8": 1202, + "lines": 4, + "estimated_tokens": 396 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13240 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 787, + "bytes_utf8": 787, + "lines": 1, + "estimated_tokens": 240 + }, + "usage": { + "input_tokens": 22940, + "cached_input_tokens": 21888, + "output_tokens": 497 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e97a81fc9d787bb86d0eceefcef83a80609b2ae3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=pdays, measure_col=day, condition_col=poutcome.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "pdays", + "measure_col": "day", + "condition_col": "poutcome", + "condition_value": "unknown", + "positive_value": "unknown", + "negative_value": "failure", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc00f17c2182b7529b2788cffb855ba0cc4b8033 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,309 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=pdays, measure_col=day, condition_col=poutcome.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "pdays", + "measure_col": "day", + "condition_col": "poutcome", + "condition_value": "unknown", + "positive_value": "unknown", + "negative_value": "failure", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"pdays\",\n CAST(\"day\" AS REAL) AS \"day_value\"\n FROM \"m8\"\n WHERE \"poutcome\" = 'unknown'\n),\n\"ranked\" AS (\n SELECT\n \"pdays\",\n \"day_value\",\n ROW_NUMBER() OVER (PARTITION BY \"pdays\" ORDER BY \"day_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"pdays\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"pdays\",\n \"day_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5df055adb906d5bcdc959f71a494daf706527397 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df220-50c2-7f91-8f94-d0dd89265596"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"poutcome\\\" = 'unknown'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n \\\"day_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"pdays\\\" ORDER BY \\\"day_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"pdays\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"pdays\\\",\\n \\\"day_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 95th percentile of \\\"day\\\" within each \\\"pdays\\\" group after filtering to rows where \\\"poutcome\\\" = 'unknown'. Numeric TEXT fields are CAST to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22715,"cached_input_tokens":21888,"output_tokens":391}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11bc8408fc4510a8cbea1b3dc11333b38a5c5123 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"pdays\",\n CAST(\"day\" AS REAL) AS \"day_value\"\n FROM \"m8\"\n WHERE \"poutcome\" = 'unknown'\n),\n\"ranked\" AS (\n SELECT\n \"pdays\",\n \"day_value\",\n ROW_NUMBER() OVER (PARTITION BY \"pdays\" ORDER BY \"day_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"pdays\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"pdays\",\n \"day_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 95th percentile of \"day\" within each \"pdays\" group after filtering to rows where \"poutcome\" = 'unknown'. Numeric TEXT fields are CAST to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..db5cc59b608e05c7f23c468b53e5e6e02617f025 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df220-8dac-71b2-a2a5-eafe0c93ff50"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"poutcome\\\" = 'unknown'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n \\\"day_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"pdays\\\" ORDER BY \\\"day_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"pdays\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"pdays\\\",\\n \\\"day_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = (\\n CAST((0.95 * \\\"cnt\\\") AS INTEGER) + ((0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER))\\n)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible ceiling expression using CAST and comparison logic.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22940,"cached_input_tokens":21888,"output_tokens":497}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5362854edd9ddd2bb100c191ee12a0120326cd53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"pdays\",\n CAST(\"day\" AS REAL) AS \"day_value\"\n FROM \"m8\"\n WHERE \"poutcome\" = 'unknown'\n),\n\"ranked\" AS (\n SELECT\n \"pdays\",\n \"day_value\",\n ROW_NUMBER() OVER (PARTITION BY \"pdays\" ORDER BY \"day_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"pdays\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"pdays\",\n \"day_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = (\n CAST((0.95 * \"cnt\") AS INTEGER) + ((0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER))\n)\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported CEIL() with a SQLite-compatible ceiling expression using CAST and comparison logic."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ddc481493163f3717f4a45fe8e5562534f93319 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:34:57.419420Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:34:59.990473Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:35:11.884911Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d5334517ab995a635e2661399c558942ffbed51 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:35:13.005498Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:35:15.426521Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:35:32.168215Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..610f972a8bc720e14c701a979d42e144988b4c0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=pdays, measure_col=day, condition_col=poutcome. +Result preview: [{"pdays": "-1", "conditional_percentile": 30.0}, {"pdays": "188", "conditional_percentile": 29.0}, {"pdays": "416", "conditional_percentile": 24.0}, {"pdays": "168", "conditional_percentile": 15.0}, {"pdays": "528", "conditional_percentile": 14.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..500b73d636eab103335d95b02d2eefa3d9f9814c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_60d26ce8c6d75b06 +-- problem_id: v2p_m8_287f4a27c87da196 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "pdays", + CAST("day" AS REAL) AS "day_value" + FROM "m8" + WHERE "poutcome" = 'unknown' +), +"ranked" AS ( + SELECT + "pdays", + "day_value", + ROW_NUMBER() OVER (PARTITION BY "pdays" ORDER BY "day_value") AS "rn", + COUNT(*) OVER (PARTITION BY "pdays") AS "cnt" + FROM "filtered" +) +SELECT + "pdays", + "day_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f744ded335e049289b7ceae79114bdd36d849932 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"pdays\",\n CAST(\"day\" AS REAL) AS \"day_value\"\n FROM \"m8\"\n WHERE \"poutcome\" = 'unknown'\n),\n\"ranked\" AS (\n SELECT\n \"pdays\",\n \"day_value\",\n ROW_NUMBER() OVER (PARTITION BY \"pdays\" ORDER BY \"day_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"pdays\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"pdays\",\n \"day_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = (\n CAST((0.95 * \"cnt\") AS INTEGER) + ((0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER))\n)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"poutcome\\\" = 'unknown'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n \\\"day_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"pdays\\\" ORDER BY \\\"day_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"pdays\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"pdays\\\",\\n \\\"day_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = (\\n CAST((0.95 * \\\"cnt\\\") AS INTEGER) + ((0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER))\\n)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"pdays\", \"conditional_percentile\"], \"rows\": [{\"pdays\": \"-1\", \"conditional_percentile\": 30.0}, {\"pdays\": \"188\", \"conditional_percentile\": 29.0}, {\"pdays\": \"416\", \"conditional_percentile\": 24.0}, {\"pdays\": \"168\", \"conditional_percentile\": 15.0}, {\"pdays\": \"528\", \"conditional_percentile\": 14.0}, {\"pdays\": \"98\", \"conditional_percentile\": 6.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 135.56}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ed00915936f0f2b43e0f3c4957891a5368840d45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:34:57.199165+00:00", + "ended_at": "2026-05-04T08:35:33.372284+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_60d26ce8c6d75b06", + "problem_id": "v2p_m8_287f4a27c87da196", + "dataset_id": "m8", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=pdays, measure_col=day, condition_col=poutcome.", + "bindings": { + "group_col": "pdays", + "measure_col": "day", + "condition_col": "poutcome", + "condition_value": "unknown", + "positive_value": "unknown", + "negative_value": "failure", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_60d26ce8c6d75b06.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_60d26ce8c6d75b06", + "api_calls": 0, + "input_tokens": 45655, + "cached_input_tokens": 43776, + "output_tokens": 888, + "total_tokens": 46543, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5473, + "estimated_output_tokens": 495, + "estimated_total_tokens": 5968, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35980.17, + "sql_execution_elapsed_ms_total": 135.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_60d26ce8c6d75b06\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c42f8e626bf1ee5384c8f5d86f19d237649c5ee8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:35:12.812120+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15585.54, "started_at": "2026-05-04T08:34:57.208061+00:00", "ended_at": "2026-05-04T08:35:12.793535+00:00", "prompt_metrics": {"chars": 9461, "bytes_utf8": 9461, "lines": 305, "estimated_tokens": 2624}, "response_metrics": {"chars": 877, "bytes_utf8": 877, "lines": 1, "estimated_tokens": 255}, "usage": {"input_tokens": 22715, "cached_input_tokens": 21888, "output_tokens": 391}, "stderr_preview": "2026-05-04T08:34:57.419420Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:34:59.990473Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n CAST((0.95 * \\\"cnt\\\") AS INTEGER))\\n)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible ceiling expression using CAST and comparison logic.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e3833d54caf4353505f4556b97900cddf205d0e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60d26ce8c6d75b06/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_60d26ce8c6d75b06", + "api_calls": 0, + "input_tokens": 45655, + "cached_input_tokens": 43776, + "output_tokens": 888, + "total_tokens": 46543, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5473, + "estimated_output_tokens": 495, + "estimated_total_tokens": 5968, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35980.17, + "sql_execution_elapsed_ms_total": 135.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_60d26ce8c6d75b06\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b8b6dc1a3c432ec29d30a7598e6b12c5a8dd75c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9119, "bytes_utf8": 9119, "lines": 300, "estimated_tokens": 2547}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 844, "bytes_utf8": 844, "lines": 1, "estimated_tokens": 257}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 451}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4698e973eea17ed06ababfe2453d68fd3ab7396a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_60f8a79d17cd9db8", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 451, + "total_tokens": 23089, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 257, + "estimated_total_tokens": 2804, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16632.58, + "sql_execution_elapsed_ms_total": 155.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_60f8a79d17cd9db8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d1b9d21d583e8294857d26f6a48c2219ccccc4f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:43:34.809309+00:00", + "ended_at": "2026-05-04T08:43:51.442375+00:00", + "elapsed_ms": 16632.58, + "prompt_metrics": { + "chars": 9119, + "bytes_utf8": 9119, + "lines": 300, + "estimated_tokens": 2547 + }, + "stdout_metrics": { + "chars": 1263, + "bytes_utf8": 1263, + "lines": 4, + "estimated_tokens": 422 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13215 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 844, + "bytes_utf8": 844, + "lines": 1, + "estimated_tokens": 257 + }, + "usage": { + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 451 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..319a4faa18c4199877831584d1ed80d82a76a49f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=day, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "day", + "measure_col": "age", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..17301e21c5fd1039e6121b3563c82e792f22488b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df228-36c7-7a53-bca4-1fc2b5937a2d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"day\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"day\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"day\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"day\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"day\\\",\\n \\\"age_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"day\\\",\\n \\\"age_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per day with window functions and casts \\\"age\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":21888,"output_tokens":451}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c03f55dbdd8cd612b9eda7cb3de687a8f6beafba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"day\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"day\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"day\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"day\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"day\",\n \"age_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"day\",\n \"age_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per day with window functions and casts \"age\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9e2a82c6a45622fda0cd931000da65cb86b6e97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:43:35.041373Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:43:37.463939Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:43:50.604583Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9345f465f06314c3be670bc75e256658602c62f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=day, measure_col=age. +Result preview: [{"day": "1", "percentile_measure": 60.0}, {"day": "10", "percentile_measure": 59.0}, {"day": "22", "percentile_measure": 58.0}, {"day": "11", "percentile_measure": 57.0}, {"day": "12", "percentile_measure": 57.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5fbe17bc7e1b640864750f1685d42765af10bb05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_60f8a79d17cd9db8 +-- problem_id: v2p_m8_8d8a48357e83fcb5 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "day", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER ( + PARTITION BY "day" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "day" + ) AS "cnt" + FROM "m8" + WHERE "day" IS NOT NULL + AND "age" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "day", + "age_value" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "day", + "age_value" AS "percentile_measure" +FROM "percentile_pick" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fdb78d80f48c0e2e02c0f9c741ed958fdfb642e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"day\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"day\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"day\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"day\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"day\",\n \"age_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"day\",\n \"age_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"day\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"day\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"day\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"day\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"day\\\",\\n \\\"age_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"day\\\",\\n \\\"age_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"day\", \"percentile_measure\"], \"rows\": [{\"day\": \"1\", \"percentile_measure\": 60.0}, {\"day\": \"10\", \"percentile_measure\": 59.0}, {\"day\": \"22\", \"percentile_measure\": 58.0}, {\"day\": \"11\", \"percentile_measure\": 57.0}, {\"day\": \"12\", \"percentile_measure\": 57.0}, {\"day\": \"15\", \"percentile_measure\": 57.0}, {\"day\": \"24\", \"percentile_measure\": 57.0}, {\"day\": \"25\", \"percentile_measure\": 57.0}, {\"day\": \"5\", \"percentile_measure\": 57.0}, {\"day\": \"13\", \"percentile_measure\": 56.0}, {\"day\": \"14\", \"percentile_measure\": 56.0}, {\"day\": \"16\", \"percentile_measure\": 56.0}, {\"day\": \"17\", \"percentile_measure\": 56.0}, {\"day\": \"19\", \"percentile_measure\": 56.0}, {\"day\": \"2\", \"percentile_measure\": 56.0}, {\"day\": \"26\", \"percentile_measure\": 56.0}, {\"day\": \"27\", \"percentile_measure\": 56.0}, {\"day\": \"28\", \"percentile_measure\": 56.0}, {\"day\": \"29\", \"percentile_measure\": 56.0}, {\"day\": \"3\", \"percentile_measure\": 56.0}, {\"day\": \"30\", \"percentile_measure\": 56.0}, {\"day\": \"31\", \"percentile_measure\": 56.0}, {\"day\": \"4\", \"percentile_measure\": 56.0}, {\"day\": \"6\", \"percentile_measure\": 56.0}, {\"day\": \"7\", \"percentile_measure\": 56.0}, {\"day\": \"9\", \"percentile_measure\": 56.0}, {\"day\": \"18\", \"percentile_measure\": 55.0}, {\"day\": \"8\", \"percentile_measure\": 55.0}, {\"day\": \"20\", \"percentile_measure\": 54.0}, {\"day\": \"21\", \"percentile_measure\": 54.0}, {\"day\": \"23\", \"percentile_measure\": 54.0}], \"row_count_returned\": 31, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 155.69}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e137cb4c3a4ee4a2aa0965e6f1ec2ac6a3eeb424 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:43:34.801221+00:00", + "ended_at": "2026-05-04T08:43:51.626452+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_60f8a79d17cd9db8", + "problem_id": "v2p_m8_8d8a48357e83fcb5", + "dataset_id": "m8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=day, measure_col=age.", + "bindings": { + "group_col": "day", + "measure_col": "age", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_60f8a79d17cd9db8.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_60f8a79d17cd9db8", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 451, + "total_tokens": 23089, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 257, + "estimated_total_tokens": 2804, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16632.58, + "sql_execution_elapsed_ms_total": 155.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_60f8a79d17cd9db8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..adf835b5ef106d1f44dc60668054c851ab62aa72 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_60f8a79d17cd9db8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:43:51.461849+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16632.58, "started_at": "2026-05-04T08:43:34.809309+00:00", "ended_at": "2026-05-04T08:43:51.442375+00:00", "prompt_metrics": {"chars": 9119, "bytes_utf8": 9119, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 844, "bytes_utf8": 844, "lines": 1, "estimated_tokens": 257}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 451}, "stderr_preview": "2026-05-04T08:43:35.041373Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:43:37.463939Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=loan, measure_col=pdays.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "loan", + "measure_col": "pdays", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3cb9410fa4b08af99f0b6b9c500f90ce1dbe67d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df226-9451-75e0-a877-e094f03709c3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"loan\\\",\\n CAST(\\\"pdays\\\" AS REAL) AS \\\"pdays_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"loan\\\"\\n ORDER BY CAST(\\\"pdays\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"loan\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"pdays\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"loan\\\",\\n \\\"pdays_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((0.95 * \\\"cnt\\\") + 0.999999999) AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"loan\\\",\\n \\\"pdays_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation of the 95th percentile for \\\"pdays\\\" within each \\\"loan\\\" group, casting the TEXT measure to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22639,"cached_input_tokens":21888,"output_tokens":453}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..afa77e902d83b7580b5f471a4c3de654e2787ab0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"loan\",\n CAST(\"pdays\" AS REAL) AS \"pdays_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"loan\"\n ORDER BY CAST(\"pdays\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"loan\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"pdays\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"loan\",\n \"pdays_value\",\n \"rn\",\n \"cnt\",\n CAST(((0.95 * \"cnt\") + 0.999999999) AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"loan\",\n \"pdays_value\" AS \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation of the 95th percentile for \"pdays\" within each \"loan\" group, casting the TEXT measure to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c14f1fb49ac6aa1f3abd94b2ac38bc18851d7d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:41:47.975913Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:41:50.381385Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:42:04.323527Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbb686b06c338daf4250dba366dc3046245b656c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=loan, measure_col=pdays. +Result preview: [{"loan": "no", "percentile_measure": 322.0}, {"loan": "yes", "percentile_measure": 285.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a923cc8bee75c5216fbfe3bb5a62edd27db71f2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_6298ea9996f5c460 +-- problem_id: v2p_m8_64f89ffaa9e0d41c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "loan", + CAST("pdays" AS REAL) AS "pdays_value", + ROW_NUMBER() OVER ( + PARTITION BY "loan" + ORDER BY CAST("pdays" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "loan" + ) AS "cnt" + FROM "m8" + WHERE "pdays" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "loan", + "pdays_value", + "rn", + "cnt", + CAST(((0.95 * "cnt") + 0.999999999) AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "loan", + "pdays_value" AS "percentile_measure" +FROM "percentile_rows" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb2da978d65a6d70b0197729ba96f74c95dc9dbd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"loan\",\n CAST(\"pdays\" AS REAL) AS \"pdays_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"loan\"\n ORDER BY CAST(\"pdays\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"loan\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"pdays\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"loan\",\n \"pdays_value\",\n \"rn\",\n \"cnt\",\n CAST(((0.95 * \"cnt\") + 0.999999999) AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"loan\",\n \"pdays_value\" AS \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"loan\\\",\\n CAST(\\\"pdays\\\" AS REAL) AS \\\"pdays_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"loan\\\"\\n ORDER BY CAST(\\\"pdays\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"loan\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"pdays\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"loan\\\",\\n \\\"pdays_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((0.95 * \\\"cnt\\\") + 0.999999999) AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"loan\\\",\\n \\\"pdays_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"loan\", \"percentile_measure\"], \"rows\": [{\"loan\": \"no\", \"percentile_measure\": 322.0}, {\"loan\": \"yes\", \"percentile_measure\": 285.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 168.18}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7d9f1a2b3b603fe61d16ca2aceee2b3987e0ac87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:41:47.697949+00:00", + "ended_at": "2026-05-04T08:42:05.353088+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_6298ea9996f5c460", + "problem_id": "v2p_m8_64f89ffaa9e0d41c", + "dataset_id": "m8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=loan, measure_col=pdays.", + "bindings": { + "group_col": "loan", + "measure_col": "pdays", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_6298ea9996f5c460.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_6298ea9996f5c460", + "api_calls": 0, + "input_tokens": 22639, + "cached_input_tokens": 21888, + "output_tokens": 453, + "total_tokens": 23092, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2548, + "estimated_output_tokens": 286, + "estimated_total_tokens": 2834, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17452.96, + "sql_execution_elapsed_ms_total": 168.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_6298ea9996f5c460\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7bda7d42b983ddbb948b7307210f052244cd7633 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6298ea9996f5c460/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:42:05.176750+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17452.96, "started_at": "2026-05-04T08:41:47.705923+00:00", "ended_at": "2026-05-04T08:42:05.153782+00:00", "prompt_metrics": {"chars": 9125, "bytes_utf8": 9125, "lines": 300, "estimated_tokens": 2548}, "response_metrics": {"chars": 943, "bytes_utf8": 943, "lines": 1, "estimated_tokens": 286}, "usage": {"input_tokens": 22639, "cached_input_tokens": 21888, "output_tokens": 453}, "stderr_preview": "2026-05-04T08:41:47.975913Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:41:50.381385Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=month, condition_col=poutcome.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "month", + "condition_col": "poutcome", + "condition_value": "unknown", + "positive_value": "unknown", + "negative_value": "failure", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b36f453a22219d488769351c684a64ed444a968a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df217-42d4-7013-aab3-059d7a353cf0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"month\\\",\\n AVG(CASE WHEN \\\"poutcome\\\" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"month\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"month\\\" and condition_col=\\\"poutcome\\\", evaluating the within-group proportion where poutcome='unknown'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22665,"cached_input_tokens":6528,"output_tokens":123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8e571f5fa6868e32bdfea2ef1ea6c70d49598a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"month\",\n AVG(CASE WHEN \"poutcome\" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"month\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"month\" and condition_col=\"poutcome\", evaluating the within-group proportion where poutcome='unknown'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5e4c85a661b87b0ac34567282b4251ae488872a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:25:04.052102Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:25:06.709466Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:25:15.955878Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3d912a5a4d8b480a132d631f18d4e18820f26b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=month, condition_col=poutcome. +Result preview: [{"month": "jul", "condition_rate": 0.9631617113850617}, {"month": "jun", "condition_rate": 0.9398988953379517}, {"month": "aug", "condition_rate": 0.9151592764526973}, {"month": "may", "condition_rate": 0.8173761441232021}, {"month": "nov", "condition_rate": 0.7103274559193955}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..54b24a8981386e177352b1527b7e020f0b02023b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_62bf7508a281ee7a +-- problem_id: v2p_m8_9c2b8cc545640c9c +-- realization_mode: agent +-- source_kind: agent +SELECT "month", + AVG(CASE WHEN "poutcome" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "month" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb6038d7e471889c4bd9cf1ac3c62f90904ff64f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"month\",\n AVG(CASE WHEN \"poutcome\" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"month\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"month\\\",\\n AVG(CASE WHEN \\\"poutcome\\\" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"month\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"month\", \"condition_rate\"], \"rows\": [{\"month\": \"jul\", \"condition_rate\": 0.9631617113850617}, {\"month\": \"jun\", \"condition_rate\": 0.9398988953379517}, {\"month\": \"aug\", \"condition_rate\": 0.9151592764526973}, {\"month\": \"may\", \"condition_rate\": 0.8173761441232021}, {\"month\": \"nov\", \"condition_rate\": 0.7103274559193955}, {\"month\": \"feb\", \"condition_rate\": 0.6511891279728199}, {\"month\": \"jan\", \"condition_rate\": 0.6450463292943692}, {\"month\": \"mar\", \"condition_rate\": 0.6373165618448637}, {\"month\": \"apr\", \"condition_rate\": 0.6186903137789904}, {\"month\": \"oct\", \"condition_rate\": 0.540650406504065}, {\"month\": \"sep\", \"condition_rate\": 0.459412780656304}, {\"month\": \"dec\", \"condition_rate\": 0.4485981308411215}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.94}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e0237d788afad1b9fabd8b3d0a2a15ebcaced6a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:25:03.800658+00:00", + "ended_at": "2026-05-04T08:25:16.809872+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_62bf7508a281ee7a", + "problem_id": "v2p_m8_9c2b8cc545640c9c", + "dataset_id": "m8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=month, condition_col=poutcome.", + "bindings": { + "group_col": "month", + "condition_col": "poutcome", + "condition_value": "unknown", + "positive_value": "unknown", + "negative_value": "failure", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_62bf7508a281ee7a.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_62bf7508a281ee7a", + "api_calls": 0, + "input_tokens": 22665, + "cached_input_tokens": 6528, + "output_tokens": 123, + "total_tokens": 22788, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2574, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2675, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12947.52, + "sql_execution_elapsed_ms_total": 27.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_62bf7508a281ee7a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7330fb58b64a93322c61d992e90c2e452f238f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_62bf7508a281ee7a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:25:16.774233+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12947.52, "started_at": "2026-05-04T08:25:03.808647+00:00", "ended_at": "2026-05-04T08:25:16.756767+00:00", "prompt_metrics": {"chars": 9222, "bytes_utf8": 9222, "lines": 303, "estimated_tokens": 2574}, "response_metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22665, "cached_input_tokens": 6528, "output_tokens": 123}, "stderr_preview": "2026-05-04T08:25:04.052102Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:25:06.709466Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=campaign, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "campaign", + "condition_col": "y", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..822cb754f671fa96bc9dce9d5e2f691585aa686a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df217-e02c-7be1-923a-d0bbda88635e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"campaign\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"campaign\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"campaign\\\" and condition_col=\\\"y\\\". Kept SQLite-compatible syntax and quoted identifiers. No extra filters were added.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22661,"cached_input_tokens":6528,"output_tokens":117}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4704e172bf471bc4f273f8f3f9e477fecf8c832e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"campaign\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"campaign\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"campaign\" and condition_col=\"y\". Kept SQLite-compatible syntax and quoted identifiers. No extra filters were added."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fbc8a2f8cc6b7e36a1728bde589b7ce6c412c6b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:25:44.293710Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:25:46.702922Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:25:54.444859Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4c502875a5d307913830a9dc6f81f673d89c34f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=campaign, condition_col=y. +Result preview: [{"campaign": "1", "condition_rate": 0.14597583219334245}, {"campaign": "2", "condition_rate": 0.11203518592562975}, {"campaign": "3", "condition_rate": 0.11193624343416048}, {"campaign": "32", "condition_rate": 0.1111111111111111}, {"campaign": "4", "condition_rate": 0.09000567859170926}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a55685711beb5cd0ec4b98ae5220bd52299fd3a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_639c2b910dde4fe0 +-- problem_id: v2p_m8_f2ec8acfaff5dfe5 +-- realization_mode: agent +-- source_kind: agent +SELECT "campaign", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "campaign" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a5ee4a8731fe73b7f02024020c8396360f1ffb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"campaign\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"campaign\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"campaign\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"campaign\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"campaign\", \"condition_rate\"], \"rows\": [{\"campaign\": \"1\", \"condition_rate\": 0.14597583219334245}, {\"campaign\": \"2\", \"condition_rate\": 0.11203518592562975}, {\"campaign\": \"3\", \"condition_rate\": 0.11193624343416048}, {\"campaign\": \"32\", \"condition_rate\": 0.1111111111111111}, {\"campaign\": \"4\", \"condition_rate\": 0.09000567859170926}, {\"campaign\": \"17\", \"condition_rate\": 0.08695652173913043}, {\"campaign\": \"11\", \"condition_rate\": 0.07960199004975124}, {\"campaign\": \"5\", \"condition_rate\": 0.07879818594104308}, {\"campaign\": \"6\", \"condition_rate\": 0.07126258714175059}, {\"campaign\": \"9\", \"condition_rate\": 0.06422018348623854}, {\"campaign\": \"7\", \"condition_rate\": 0.06394557823129252}, {\"campaign\": \"29\", \"condition_rate\": 0.0625}, {\"campaign\": \"8\", \"condition_rate\": 0.05925925925925926}, {\"campaign\": \"10\", \"condition_rate\": 0.05263157894736842}, {\"campaign\": \"24\", \"condition_rate\": 0.05}, {\"campaign\": \"15\", \"condition_rate\": 0.047619047619047616}, {\"campaign\": \"13\", \"condition_rate\": 0.045112781954887216}, {\"campaign\": \"14\", \"condition_rate\": 0.043010752688172046}, {\"campaign\": \"21\", \"condition_rate\": 0.02857142857142857}, {\"campaign\": \"12\", \"condition_rate\": 0.025806451612903226}, {\"campaign\": \"16\", \"condition_rate\": 0.02531645569620253}, {\"campaign\": \"20\", \"condition_rate\": 0.023255813953488372}, {\"campaign\": \"63\", \"condition_rate\": 0.0}, {\"campaign\": \"58\", \"condition_rate\": 0.0}, {\"campaign\": \"55\", \"condition_rate\": 0.0}, {\"campaign\": \"51\", \"condition_rate\": 0.0}, {\"campaign\": \"50\", \"condition_rate\": 0.0}, {\"campaign\": \"46\", \"condition_rate\": 0.0}, {\"campaign\": \"44\", \"condition_rate\": 0.0}, {\"campaign\": \"43\", \"condition_rate\": 0.0}, {\"campaign\": \"41\", \"condition_rate\": 0.0}, {\"campaign\": \"39\", \"condition_rate\": 0.0}, {\"campaign\": \"38\", \"condition_rate\": 0.0}, {\"campaign\": \"37\", \"condition_rate\": 0.0}, {\"campaign\": \"36\", \"condition_rate\": 0.0}, {\"campaign\": \"35\", \"condition_rate\": 0.0}, {\"campaign\": \"34\", \"condition_rate\": 0.0}, {\"campaign\": \"33\", \"condition_rate\": 0.0}, {\"campaign\": \"31\", \"condition_rate\": 0.0}, {\"campaign\": \"30\", \"condition_rate\": 0.0}, {\"campaign\": \"28\", \"condition_rate\": 0.0}, {\"campaign\": \"27\", \"condition_rate\": 0.0}, {\"campaign\": \"26\", \"condition_rate\": 0.0}, {\"campaign\": \"25\", \"condition_rate\": 0.0}, {\"campaign\": \"23\", \"condition_rate\": 0.0}, {\"campaign\": \"22\", \"condition_rate\": 0.0}, {\"campaign\": \"19\", \"condition_rate\": 0.0}, {\"campaign\": \"18\", \"condition_rate\": 0.0}], \"row_count_returned\": 48, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 37.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d4381e73c013a7be597c67bacc7b9a8f0ff2cf6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:25:44.082798+00:00", + "ended_at": "2026-05-04T08:25:55.205227+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_639c2b910dde4fe0", + "problem_id": "v2p_m8_f2ec8acfaff5dfe5", + "dataset_id": "m8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=campaign, condition_col=y.", + "bindings": { + "group_col": "campaign", + "condition_col": "y", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_639c2b910dde4fe0.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_639c2b910dde4fe0", + "api_calls": 0, + "input_tokens": 22661, + "cached_input_tokens": 6528, + "output_tokens": 117, + "total_tokens": 22778, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2570, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2671, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11031.8, + "sql_execution_elapsed_ms_total": 37.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_639c2b910dde4fe0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cfa36b2da2808a0a6bb0450891e048d1a4a6bc2a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_639c2b910dde4fe0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:25:55.158141+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11031.8, "started_at": "2026-05-04T08:25:44.092116+00:00", "ended_at": "2026-05-04T08:25:55.123809+00:00", "prompt_metrics": {"chars": 9193, "bytes_utf8": 9193, "lines": 303, "estimated_tokens": 2570}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22661, "cached_input_tokens": 6528, "output_tokens": 117}, "stderr_preview": "2026-05-04T08:25:44.293710Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:25:46.702922Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=day.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "marital", + "group_col_2": "day", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..87458a7d763cdc35f3b6f8edb0d2a1cec55170f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df234-0eef-7472-9c3e-f36ababe2c66"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"day\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"day\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"day\\\"\\nLIMIT 12;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=marital, group_col_2=day, and top_k=12. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22678,"cached_input_tokens":21888,"output_tokens":129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..512be2d315f201b9ba61fb8830ff549559991410 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"day\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"day\"\nORDER BY support ASC, \"marital\", \"day\"\nLIMIT 12;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=marital, group_col_2=day, and top_k=12. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc01e994ebd2f96db84969f0c3468e2363487def --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:56:31.326147Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:56:33.676968Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:56:40.809724Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..80fc387f4b7be8f4168d8816ab9d9c986f077ba3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=day. +Result preview: [{"marital": "divorced", "day": "1", "support": 44}, {"marital": "divorced", "day": "24", "support": 58}, {"marital": "divorced", "day": "10", "support": 67}, {"marital": "divorced", "day": "31", "support": 79}, {"marital": "divorced", "day": "25", "support": 85}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b233209df95ce751b80cc3b2b51deb21d785b16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m8_66a66f603592f1cc +-- problem_id: v2p_m8_b909b63f21d934e1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "day", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "day" +ORDER BY support ASC, "marital", "day" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00a1387905b141d5c517ef14709bc8dd6baeb8b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"day\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"day\"\nORDER BY support ASC, \"marital\", \"day\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"day\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"day\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"day\\\"\\nLIMIT 12;\", \"columns\": [\"marital\", \"day\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"day\": \"1\", \"support\": 44}, {\"marital\": \"divorced\", \"day\": \"24\", \"support\": 58}, {\"marital\": \"divorced\", \"day\": \"10\", \"support\": 67}, {\"marital\": \"divorced\", \"day\": \"31\", \"support\": 79}, {\"marital\": \"divorced\", \"day\": \"25\", \"support\": 85}, {\"marital\": \"divorced\", \"day\": \"22\", \"support\": 95}, {\"marital\": \"divorced\", \"day\": \"23\", \"support\": 95}, {\"marital\": \"single\", \"day\": \"1\", \"support\": 111}, {\"marital\": \"divorced\", \"day\": \"3\", \"support\": 112}, {\"marital\": \"single\", \"day\": \"24\", \"support\": 112}, {\"marital\": \"divorced\", \"day\": \"26\", \"support\": 122}, {\"marital\": \"divorced\", \"day\": \"27\", \"support\": 127}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 44.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f48fc2b75fe29e1ebce9c22487ec033e8ad93829 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:56:31.025570+00:00", + "ended_at": "2026-05-04T08:56:41.561417+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_66a66f603592f1cc", + "problem_id": "v2p_m8_b909b63f21d934e1", + "dataset_id": "m8", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=day.", + "bindings": { + "group_col": "marital", + "group_col_2": "day", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=137" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_66a66f603592f1cc.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_66a66f603592f1cc", + "api_calls": 0, + "input_tokens": 22678, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 22807, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2589, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2702, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10453.72, + "sql_execution_elapsed_ms_total": 44.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_66a66f603592f1cc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..672adf05bfd639374cf556aa5fd9ca4aa44e343b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66a66f603592f1cc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:56:41.508645+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10453.72, "started_at": "2026-05-04T08:56:31.032746+00:00", "ended_at": "2026-05-04T08:56:41.486615+00:00", "prompt_metrics": {"chars": 9116, "bytes_utf8": 9116, "lines": 300, "estimated_tokens": 2589}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22678, "cached_input_tokens": 21888, "output_tokens": 129}, "stderr_preview": "2026-05-04T08:56:31.326147Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:56:33.676968Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=pdays, condition_col=marital.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "pdays", + "condition_col": "marital", + "condition_value": "single", + "positive_value": "married", + "negative_value": "single", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..46058624d2f00c2a7e3335f0ab293e1563f5f5c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df218-4b75-7072-b12f-1e1f3d33af1f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"pdays\\\",\\n AVG(CASE WHEN \\\"marital\\\" = 'single' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"pdays\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"pdays\\\" and condition_col=\\\"marital\\\", setting condition_value to 'single'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22665,"cached_input_tokens":21888,"output_tokens":130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..479a759a9b12f0d0cdc8cd1e2e401fd3b58d257d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"pdays\",\n AVG(CASE WHEN \"marital\" = 'single' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m8\"\nGROUP BY \"pdays\"\nORDER BY \"condition_rate\" DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"pdays\" and condition_col=\"marital\", setting condition_value to 'single'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9920f740608cbd9d90d6745a86f172b1bae6463 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:26:11.747870Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:26:14.188503Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:26:21.601642Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1385a7f39a041970f2552f37e8534ab57e2fe14c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=pdays, condition_col=marital. +Result preview: [{"pdays": "850", "condition_rate": 1.0}, {"pdays": "804", "condition_rate": 1.0}, {"pdays": "772", "condition_rate": 1.0}, {"pdays": "771", "condition_rate": 1.0}, {"pdays": "756", "condition_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3b809a06db98da55a00af9e6c9ff6307f0fc7c81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_66afd05c785f1f1a +-- problem_id: v2p_m8_f5fc70c69cd948f5 +-- realization_mode: agent +-- source_kind: agent +SELECT "pdays", + AVG(CASE WHEN "marital" = 'single' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m8" +GROUP BY "pdays" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3e25ef425a57723897634f4028615f76a6a1c27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"pdays\",\n AVG(CASE WHEN \"marital\" = 'single' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m8\"\nGROUP BY \"pdays\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"pdays\\\",\\n AVG(CASE WHEN \\\"marital\\\" = 'single' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"pdays\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"pdays\", \"condition_rate\"], \"rows\": [{\"pdays\": \"850\", \"condition_rate\": 1.0}, {\"pdays\": \"804\", \"condition_rate\": 1.0}, {\"pdays\": \"772\", \"condition_rate\": 1.0}, {\"pdays\": \"771\", \"condition_rate\": 1.0}, {\"pdays\": \"756\", \"condition_rate\": 1.0}, {\"pdays\": \"749\", \"condition_rate\": 1.0}, {\"pdays\": \"717\", \"condition_rate\": 1.0}, {\"pdays\": \"680\", \"condition_rate\": 1.0}, {\"pdays\": \"656\", \"condition_rate\": 1.0}, {\"pdays\": \"648\", \"condition_rate\": 1.0}, {\"pdays\": \"603\", \"condition_rate\": 1.0}, {\"pdays\": \"595\", \"condition_rate\": 1.0}, {\"pdays\": \"594\", \"condition_rate\": 1.0}, {\"pdays\": \"579\", \"condition_rate\": 1.0}, {\"pdays\": \"562\", \"condition_rate\": 1.0}, {\"pdays\": \"550\", \"condition_rate\": 1.0}, {\"pdays\": \"543\", \"condition_rate\": 1.0}, {\"pdays\": \"542\", \"condition_rate\": 1.0}, {\"pdays\": \"532\", \"condition_rate\": 1.0}, {\"pdays\": \"530\", \"condition_rate\": 1.0}, {\"pdays\": \"529\", \"condition_rate\": 1.0}, {\"pdays\": \"524\", \"condition_rate\": 1.0}, {\"pdays\": \"514\", \"condition_rate\": 1.0}, {\"pdays\": \"504\", \"condition_rate\": 1.0}, {\"pdays\": \"503\", \"condition_rate\": 1.0}, {\"pdays\": \"493\", \"condition_rate\": 1.0}, {\"pdays\": \"489\", \"condition_rate\": 1.0}, {\"pdays\": \"485\", \"condition_rate\": 1.0}, {\"pdays\": \"484\", \"condition_rate\": 1.0}, {\"pdays\": \"481\", \"condition_rate\": 1.0}, {\"pdays\": \"477\", \"condition_rate\": 1.0}, {\"pdays\": \"475\", \"condition_rate\": 1.0}, {\"pdays\": \"472\", \"condition_rate\": 1.0}, {\"pdays\": \"47\", \"condition_rate\": 1.0}, {\"pdays\": \"466\", \"condition_rate\": 1.0}, {\"pdays\": \"465\", \"condition_rate\": 1.0}, {\"pdays\": \"464\", \"condition_rate\": 1.0}, {\"pdays\": \"452\", \"condition_rate\": 1.0}, {\"pdays\": \"449\", \"condition_rate\": 1.0}, {\"pdays\": \"444\", \"condition_rate\": 1.0}, {\"pdays\": \"437\", \"condition_rate\": 1.0}, {\"pdays\": \"427\", \"condition_rate\": 1.0}, {\"pdays\": \"424\", \"condition_rate\": 1.0}, {\"pdays\": \"420\", \"condition_rate\": 1.0}, {\"pdays\": \"416\", \"condition_rate\": 1.0}, {\"pdays\": \"414\", \"condition_rate\": 1.0}, {\"pdays\": \"413\", \"condition_rate\": 1.0}, {\"pdays\": \"411\", \"condition_rate\": 1.0}, {\"pdays\": \"409\", \"condition_rate\": 1.0}, {\"pdays\": \"405\", \"condition_rate\": 1.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 32.56}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..da7683bdfd808be6a0d8a6d492a492538ca1e4d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:26:11.552104+00:00", + "ended_at": "2026-05-04T08:26:22.509133+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_66afd05c785f1f1a", + "problem_id": "v2p_m8_f5fc70c69cd948f5", + "dataset_id": "m8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=pdays, condition_col=marital.", + "bindings": { + "group_col": "pdays", + "condition_col": "marital", + "condition_value": "single", + "positive_value": "married", + "negative_value": "single", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=56" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_66afd05c785f1f1a.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_66afd05c785f1f1a", + "api_calls": 0, + "input_tokens": 22665, + "cached_input_tokens": 21888, + "output_tokens": 130, + "total_tokens": 22795, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2574, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2688, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10888.9, + "sql_execution_elapsed_ms_total": 32.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_66afd05c785f1f1a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4caf92e586830345fb11c03f470535ad0558b922 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_66afd05c785f1f1a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:26:22.468783+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10888.9, "started_at": "2026-05-04T08:26:11.561098+00:00", "ended_at": "2026-05-04T08:26:22.449996+00:00", "prompt_metrics": {"chars": 9215, "bytes_utf8": 9215, "lines": 303, "estimated_tokens": 2574}, "response_metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22665, "cached_input_tokens": 21888, "output_tokens": 130}, "stderr_preview": "2026-05-04T08:26:11.747870Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:26:14.188503Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=balance.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "y", + "measure_col": "balance", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..541ad1ff5ead522855951a14893f693d30b3e044 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-7524-7101-998e-44226a274d38"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"y\\\", AVG(CAST(\\\"balance\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"y\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"y\\\";\",\"notes\":\"Used the requested template with group_col bound to \\\"y\\\" and measure_col bound to \\\"balance\\\". Cast \\\"balance\\\" from TEXT to REAL so AVG is computed numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22640,"cached_input_tokens":19840,"output_tokens":146}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e60591c5840f1d36c064454c54ecbc326d1f14d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"y\", AVG(CAST(\"balance\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"y\"\nHAVING COUNT(*) > 5\nORDER BY \"y\";","notes":"Used the requested template with group_col bound to \"y\" and measure_col bound to \"balance\". Cast \"balance\" from TEXT to REAL so AVG is computed numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c60d66e7b69ee9b1f7612b5ca3262dee83708c3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:32.607316Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:34.984479Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:42.750602Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..72e185ed041afe8bcc74e17050c88f024cac63b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=balance. +Result preview: [{"y": "no", "avg_measure": 1303.7149691899203, "support": 39922}, {"y": "yes", "avg_measure": 1804.2679145396105, "support": 5289}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3e325a12df7d4aa6a158daeaedcc9bd8911b2abc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_675c425450f3d96c +-- problem_id: v2p_m8_9e5dae4be8bc3999 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("balance" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "y" +HAVING COUNT(*) > 5 +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1c12d05a09535c4b7163ae6159782bbe28f31e15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"y\", AVG(CAST(\"balance\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"y\"\nHAVING COUNT(*) > 5\nORDER BY \"y\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"y\\\", AVG(CAST(\\\"balance\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"y\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"y\\\";\", \"columns\": [\"y\", \"avg_measure\", \"support\"], \"rows\": [{\"y\": \"no\", \"avg_measure\": 1303.7149691899203, \"support\": 39922}, {\"y\": \"yes\", \"avg_measure\": 1804.2679145396105, \"support\": 5289}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d7e098f2a401aafe858e6ac9710632b1aa3d7539 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:16:32.406335+00:00", + "ended_at": "2026-05-04T08:16:43.387310+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_675c425450f3d96c", + "problem_id": "v2p_m8_9e5dae4be8bc3999", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=balance.", + "bindings": { + "group_col": "y", + "measure_col": "balance", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_675c425450f3d96c.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_675c425450f3d96c", + "api_calls": 0, + "input_tokens": 22640, + "cached_input_tokens": 19840, + "output_tokens": 146, + "total_tokens": 22786, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2551, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2657, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10915.51, + "sql_execution_elapsed_ms_total": 31.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_675c425450f3d96c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..769dcb7326fd55c9b3cd56e879e17c719e4bda31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:43.348437+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10915.51, "started_at": "2026-05-04T08:16:32.414844+00:00", "ended_at": "2026-05-04T08:16:43.328756+00:00", "prompt_metrics": {"chars": 9093, "bytes_utf8": 9093, "lines": 300, "estimated_tokens": 2551}, "response_metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22640, "cached_input_tokens": 19840, "output_tokens": 146}, "stderr_preview": "2026-05-04T08:16:32.607316Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:34.984479Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"y\\\";\",\"notes\":\"Used the requested template with group_col bound to \\\"y\\\" and measure_col bound to \\\"balance\\\". Cast \\\"balance\\\" from TEXT to REAL so AVG is computed numerically in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5b779ed1495e9fdc74ee56eaad16b549dd6ff7ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_675c425450f3d96c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_675c425450f3d96c", + "api_calls": 0, + "input_tokens": 22640, + "cached_input_tokens": 19840, + "output_tokens": 146, + "total_tokens": 22786, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2551, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2657, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10915.51, + "sql_execution_elapsed_ms_total": 31.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_675c425450f3d96c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1ded1d47909e279a955b2e3885b0ce1aaa36544 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9203, "bytes_utf8": 9203, "lines": 303, "estimated_tokens": 2570}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 401, "bytes_utf8": 401, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22661, "cached_input_tokens": 19840, "output_tokens": 124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f99a6196c8b60a3dd9dadc3fa2447ed2e32059c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_699ee6ac7a534b80", + "api_calls": 0, + "input_tokens": 22661, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 22785, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2570, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11019.63, + "sql_execution_elapsed_ms_total": 32.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_699ee6ac7a534b80\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..301ecc84f83575b8fbc2cee04e72d64b127f4a4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:24:28.537396+00:00", + "ended_at": "2026-05-04T08:24:39.556981+00:00", + "elapsed_ms": 11019.63, + "prompt_metrics": { + "chars": 9203, + "bytes_utf8": 9203, + "lines": 303, + "estimated_tokens": 2570 + }, + "stdout_metrics": { + "chars": 726, + "bytes_utf8": 726, + "lines": 4, + "estimated_tokens": 203 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13193 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 401, + "bytes_utf8": 401, + "lines": 1, + "estimated_tokens": 100 + }, + "usage": { + "input_tokens": 22661, + "cached_input_tokens": 19840, + "output_tokens": 124 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e03b9e4845f03f63de6aaf32f2eb948c842fe3a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=contact, condition_col=loan.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "contact", + "condition_col": "loan", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3376a2c3d89e6503c139b837bc93b54f08781f97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df216-b90a-74b1-a269-a22636cdbbcd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"contact\\\",\\n AVG(CASE WHEN \\\"loan\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"contact\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the planned Grouped Condition Rate template with group_col=\\\"contact\\\" and condition_col=\\\"loan\\\", measuring the rate of rows where loan='yes' within each contact group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22661,"cached_input_tokens":19840,"output_tokens":124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..945059f52718acba2c57e43260b67a3ad1fec11f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"contact\",\n AVG(CASE WHEN \"loan\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"contact\"\nORDER BY condition_rate DESC;","notes":"Used the planned Grouped Condition Rate template with group_col=\"contact\" and condition_col=\"loan\", measuring the rate of rows where loan='yes' within each contact group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db95b8a12d75732485c65fc63847eb6252aa8f69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:24:28.733688Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:24:31.483818Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:24:38.763779Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e38b143890100792c93c09cb34033533f1d9905 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=contact, condition_col=loan. +Result preview: [{"contact": "cellular", "condition_rate": 0.16390643674235958}, {"contact": "unknown", "condition_rate": 0.15606758832565285}, {"contact": "telephone", "condition_rate": 0.14177563661390227}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bddb52774ad198604e478f198c664fd12b2eebc5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_699ee6ac7a534b80 +-- problem_id: v2p_m8_b56c4eb40a6ce8c2 +-- realization_mode: agent +-- source_kind: agent +SELECT "contact", + AVG(CASE WHEN "loan" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "contact" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..87eef38b1be91e428db83a8b5a974c239f09b38a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"contact\",\n AVG(CASE WHEN \"loan\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"contact\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"contact\\\",\\n AVG(CASE WHEN \\\"loan\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"contact\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"contact\", \"condition_rate\"], \"rows\": [{\"contact\": \"cellular\", \"condition_rate\": 0.16390643674235958}, {\"contact\": \"unknown\", \"condition_rate\": 0.15606758832565285}, {\"contact\": \"telephone\", \"condition_rate\": 0.14177563661390227}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 32.3}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..76639c775989528efa5c1c7220d8fea3d1f5601b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:24:28.529785+00:00", + "ended_at": "2026-05-04T08:24:39.615039+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_699ee6ac7a534b80", + "problem_id": "v2p_m8_b56c4eb40a6ce8c2", + "dataset_id": "m8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=contact, condition_col=loan.", + "bindings": { + "group_col": "contact", + "condition_col": "loan", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_699ee6ac7a534b80.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_699ee6ac7a534b80", + "api_calls": 0, + "input_tokens": 22661, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 22785, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2570, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11019.63, + "sql_execution_elapsed_ms_total": 32.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_699ee6ac7a534b80\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8591005cb7bec18c1b9bbb555de25ad55ca2879 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_699ee6ac7a534b80/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:24:39.574785+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11019.63, "started_at": "2026-05-04T08:24:28.537396+00:00", "ended_at": "2026-05-04T08:24:39.556981+00:00", "prompt_metrics": {"chars": 9203, "bytes_utf8": 9203, "lines": 303, "estimated_tokens": 2570}, "response_metrics": {"chars": 401, "bytes_utf8": 401, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22661, "cached_input_tokens": 19840, "output_tokens": 124}, "stderr_preview": "2026-05-04T08:24:28.733688Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:24:31.483818Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=marital, measure_col=age.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "marital", + "measure_col": "age", + "item_col": "balance", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb6b268d404e54c50b9d45e595cf04619d304cae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21c-97c7-7d83-af62-792162b2ed9a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"marital\\\", \\\"balance\\\",\\n SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"age\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"age\\\" AS REAL))) OVER (PARTITION BY \\\"marital\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"balance\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the requested template with group_col=\\\"marital\\\", item_col=\\\"balance\\\", and measure_col=\\\"age\\\". Cast \\\"age\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22720,"cached_input_tokens":21888,"output_tokens":253}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92f94d5b3fcd69c15afb8fee9ca825ad7f20a4c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"marital\", \"balance\",\n SUM(CAST(\"age\" AS REAL)) AS total_measure,\n SUM(CAST(\"age\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"age\" AS REAL))) OVER (PARTITION BY \"marital\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"marital\", \"balance\"\nORDER BY share_within_group DESC;","notes":"Used the requested template with group_col=\"marital\", item_col=\"balance\", and measure_col=\"age\". Cast \"age\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..894de878129dfcf478f3e724da18c818d0d1ac28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:30:53.432143Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:30:55.852874Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:31:07.868657Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..76cb458c1729b420b57935506bb814053379c995 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=marital, measure_col=age. +Result preview: [{"marital": "divorced", "balance": "0", "total_measure": 21587.0, "share_within_group": 9.055253531997717}, {"marital": "married", "balance": "0", "total_measure": 99070.0, "share_within_group": 8.38646652693455}, {"marital": "single", "balance": "0", "total_measure": 26824.0, "share_within_group": 6.222698559620662}, {"marital": "divorced", "balance": "1", "total_measure": 1453.0, "share_within_group": 0.6095003188026444}, {"marital": "single", "balance": "1", "total_measure": 1855.0, "share_within_group": 0.4303275360906773}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d9391cf51964cf6cbf90e9e8428c6e85f66ed0bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_69ccddb96c1b8d3f +-- problem_id: v2p_m8_7fd6cef0e84d6c5e +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", "balance", + SUM(CAST("age" AS REAL)) AS total_measure, + SUM(CAST("age" AS REAL)) * 100.0 / SUM(SUM(CAST("age" AS REAL))) OVER (PARTITION BY "marital") AS share_within_group +FROM "m8" +GROUP BY "marital", "balance" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f044e49249355c19fe07b2f9aaa7e2f9d0c4071 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"marital\", \"balance\",\n SUM(CAST(\"age\" AS REAL)) AS total_measure,\n SUM(CAST(\"age\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"age\" AS REAL))) OVER (PARTITION BY \"marital\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"marital\", \"balance\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"marital\\\", \\\"balance\\\",\\n SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"age\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"age\\\" AS REAL))) OVER (PARTITION BY \\\"marital\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"balance\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"marital\", \"balance\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"marital\": \"divorced\", \"balance\": \"0\", \"total_measure\": 21587.0, \"share_within_group\": 9.055253531997717}, {\"marital\": \"married\", \"balance\": \"0\", \"total_measure\": 99070.0, \"share_within_group\": 8.38646652693455}, {\"marital\": \"single\", \"balance\": \"0\", \"total_measure\": 26824.0, \"share_within_group\": 6.222698559620662}, {\"marital\": \"divorced\", \"balance\": \"1\", \"total_measure\": 1453.0, \"share_within_group\": 0.6095003188026444}, {\"marital\": \"single\", \"balance\": \"1\", \"total_measure\": 1855.0, \"share_within_group\": 0.4303275360906773}, {\"marital\": \"divorced\", \"balance\": \"4\", \"total_measure\": 854.0, \"share_within_group\": 0.3582334977683815}, {\"marital\": \"divorced\", \"balance\": \"2\", \"total_measure\": 849.0, \"share_within_group\": 0.35613611195006545}, {\"marital\": \"single\", \"balance\": \"3\", \"total_measure\": 1521.0, \"share_within_group\": 0.3528453813444314}, {\"marital\": \"married\", \"balance\": \"1\", \"total_measure\": 4053.0, \"share_within_group\": 0.3430942650011682}, {\"marital\": \"single\", \"balance\": \"2\", \"total_measure\": 1432.0, \"share_within_group\": 0.3321989389120485}, {\"marital\": \"divorced\", \"balance\": \"6\", \"total_measure\": 783.0, \"share_within_group\": 0.32845061914829354}, {\"marital\": \"married\", \"balance\": \"2\", \"total_measure\": 3777.0, \"share_within_group\": 0.3197303328175209}, {\"marital\": \"married\", \"balance\": \"4\", \"total_measure\": 3410.0, \"share_within_group\": 0.28866307516752615}, {\"marital\": \"single\", \"balance\": \"4\", \"total_measure\": 1201.0, \"share_within_group\": 0.27861098158754904}, {\"marital\": \"divorced\", \"balance\": \"47\", \"total_measure\": 641.0, \"share_within_group\": 0.2688848619081177}, {\"marital\": \"married\", \"balance\": \"3\", \"total_measure\": 3057.0, \"share_within_group\": 0.2587809445123541}, {\"marital\": \"divorced\", \"balance\": \"20\", \"total_measure\": 597.0, \"share_within_group\": 0.25042786670693645}, {\"marital\": \"single\", \"balance\": \"5\", \"total_measure\": 1077.0, \"share_within_group\": 0.24984515168175714}, {\"marital\": \"divorced\", \"balance\": \"36\", \"total_measure\": 590.0, \"share_within_group\": 0.247491526561294}, {\"marital\": \"married\", \"balance\": \"5\", \"total_measure\": 2773.0, \"share_within_group\": 0.23473979690309385}, {\"marital\": \"divorced\", \"balance\": \"5\", \"total_measure\": 557.0, \"share_within_group\": 0.23364878016040808}, {\"marital\": \"divorced\", \"balance\": \"75\", \"total_measure\": 535.0, \"share_within_group\": 0.22442028255981744}, {\"marital\": \"divorced\", \"balance\": \"3\", \"total_measure\": 533.0, \"share_within_group\": 0.22358132823249102}, {\"marital\": \"divorced\", \"balance\": \"83\", \"total_measure\": 520.0, \"share_within_group\": 0.21812812510486929}, {\"marital\": \"divorced\", \"balance\": \"315\", \"total_measure\": 519.0, \"share_within_group\": 0.2177086479412061}, {\"marital\": \"divorced\", \"balance\": \"21\", \"total_measure\": 514.0, \"share_within_group\": 0.21561126212289003}, {\"marital\": \"divorced\", \"balance\": \"12\", \"total_measure\": 485.0, \"share_within_group\": 0.20344642437665694}, {\"marital\": \"divorced\", \"balance\": \"8\", \"total_measure\": 479.0, \"share_within_group\": 0.20092956139467769}, {\"marital\": \"single\", \"balance\": \"23\", \"total_measure\": 850.0, \"share_within_group\": 0.19718512435421873}, {\"marital\": \"single\", \"balance\": \"145\", \"total_measure\": 840.0, \"share_within_group\": 0.19486529936181615}, {\"marital\": \"divorced\", \"balance\": \"55\", \"total_measure\": 464.0, \"share_within_group\": 0.19463740393972953}, {\"marital\": \"divorced\", \"balance\": \"25\", \"total_measure\": 460.0, \"share_within_group\": 0.1929594952850767}, {\"marital\": \"single\", \"balance\": \"181\", \"total_measure\": 824.0, \"share_within_group\": 0.19115357937397204}, {\"marital\": \"single\", \"balance\": \"16\", \"total_measure\": 821.0, \"share_within_group\": 0.19045763187625125}, {\"marital\": \"divorced\", \"balance\": \"221\", \"total_measure\": 452.0, \"share_within_group\": 0.189603677975771}, {\"marital\": \"divorced\", \"balance\": \"43\", \"total_measure\": 447.0, \"share_within_group\": 0.18750629215745496}, {\"marital\": \"divorced\", \"balance\": \"66\", \"total_measure\": 446.0, \"share_within_group\": 0.18708681499379173}, {\"marital\": \"divorced\", \"balance\": \"23\", \"total_measure\": 442.0, \"share_within_group\": 0.1854089063391389}, {\"marital\": \"divorced\", \"balance\": \"26\", \"total_measure\": 442.0, \"share_within_group\": 0.1854089063391389}, {\"marital\": \"divorced\", \"balance\": \"81\", \"total_measure\": 429.0, \"share_within_group\": 0.17995570321151716}, {\"marital\": \"single\", \"balance\": \"18\", \"total_measure\": 773.0, \"share_within_group\": 0.1793224719127189}, {\"marital\": \"divorced\", \"balance\": \"28\", \"total_measure\": 427.0, \"share_within_group\": 0.17911674888419074}, {\"marital\": \"divorced\", \"balance\": \"146\", \"total_measure\": 424.0, \"share_within_group\": 0.17785831739320113}, {\"marital\": \"married\", \"balance\": \"6\", \"total_measure\": 2093.0, \"share_within_group\": 0.17717648572599187}, {\"marital\": \"single\", \"balance\": \"33\", \"total_measure\": 761.0, \"share_within_group\": 0.1765386819218358}, {\"marital\": \"divorced\", \"balance\": \"145\", \"total_measure\": 420.0, \"share_within_group\": 0.17618040873854826}, {\"marital\": \"single\", \"balance\": \"91\", \"total_measure\": 736.0, \"share_within_group\": 0.1707391194408294}, {\"marital\": \"divorced\", \"balance\": \"-1\", \"total_measure\": 404.0, \"share_within_group\": 0.1694687741199369}, {\"marital\": \"divorced\", \"balance\": \"94\", \"total_measure\": 401.0, \"share_within_group\": 0.16821034262894727}, {\"marital\": \"married\", \"balance\": \"8\", \"total_measure\": 1976.0, \"share_within_group\": 0.16727221012640225}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 119.31}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..425566b8b667518579edbff2bb0e68383fe4aeed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:30:53.195252+00:00", + "ended_at": "2026-05-04T08:31:08.780798+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_69ccddb96c1b8d3f", + "problem_id": "v2p_m8_7fd6cef0e84d6c5e", + "dataset_id": "m8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=marital, measure_col=age.", + "bindings": { + "group_col": "marital", + "measure_col": "age", + "item_col": "balance", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_69ccddb96c1b8d3f.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_69ccddb96c1b8d3f", + "api_calls": 0, + "input_tokens": 22720, + "cached_input_tokens": 21888, + "output_tokens": 253, + "total_tokens": 22973, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2629, + "estimated_output_tokens": 147, + "estimated_total_tokens": 2776, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15430.06, + "sql_execution_elapsed_ms_total": 119.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_69ccddb96c1b8d3f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6f1ddc977c690b12717e7595e7a44ac1271c36c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_69ccddb96c1b8d3f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:31:08.651314+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15430.06, "started_at": "2026-05-04T08:30:53.204365+00:00", "ended_at": "2026-05-04T08:31:08.634907+00:00", "prompt_metrics": {"chars": 9359, "bytes_utf8": 9359, "lines": 302, "estimated_tokens": 2629}, "response_metrics": {"chars": 527, "bytes_utf8": 527, "lines": 1, "estimated_tokens": 147}, "usage": {"input_tokens": 22720, "cached_input_tokens": 21888, "output_tokens": 253}, "stderr_preview": "2026-05-04T08:30:53.432143Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:30:55.852874Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=pdays.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "housing", + "group_col_2": "pdays", + "predicate_col": "previous", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5edbcbce5e55846789b7de68aaa49517ead2d578 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df219-6f20-7ad1-aaab-42d5457b6375"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"housing\\\", \\\"pdays\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"previous\\\" AS REAL) >= 0.0\\nGROUP BY \\\"housing\\\", \\\"pdays\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group_col=\\\"housing\\\", group_col_2=\\\"pdays\\\", and a numeric cast on \\\"previous\\\" because the SQLite schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22695,"cached_input_tokens":21888,"output_tokens":209}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c24c0e2c351786f4c31a8b58a34b99615c642db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"housing\", \"pdays\", COUNT(*) AS row_count\nFROM \"m8\"\nWHERE CAST(\"previous\" AS REAL) >= 0.0\nGROUP BY \"housing\", \"pdays\"\nORDER BY row_count DESC;","notes":"Used the planned filtered two-dimensional group count template with group_col=\"housing\", group_col_2=\"pdays\", and a numeric cast on \"previous\" because the SQLite schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb1d4142744e41903e98a9d5d9b935e27afc059d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:27:26.475205Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:27:28.785485Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:27:37.726133Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..219ce49fd951756998917c65f3e8a9d8e992c150 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=pdays. +Result preview: [{"housing": "yes", "pdays": "-1", "row_count": 19988}, {"housing": "no", "pdays": "-1", "row_count": 16966}, {"housing": "no", "pdays": "182", "row_count": 110}, {"housing": "no", "pdays": "92", "row_count": 109}, {"housing": "no", "pdays": "91", "row_count": 98}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4aa7769130de40604eb674a6f7ed902a55cc4411 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m8_6b30ed8be7699c1d +-- problem_id: v2p_m8_63c683d42b3eb332 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "pdays", COUNT(*) AS row_count +FROM "m8" +WHERE CAST("previous" AS REAL) >= 0.0 +GROUP BY "housing", "pdays" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c9134927bef13cd996e4be1b25f4cee00e4d5f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"housing\", \"pdays\", COUNT(*) AS row_count\nFROM \"m8\"\nWHERE CAST(\"previous\" AS REAL) >= 0.0\nGROUP BY \"housing\", \"pdays\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"housing\\\", \\\"pdays\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"previous\\\" AS REAL) >= 0.0\\nGROUP BY \\\"housing\\\", \\\"pdays\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"housing\", \"pdays\", \"row_count\"], \"rows\": [{\"housing\": \"yes\", \"pdays\": \"-1\", \"row_count\": 19988}, {\"housing\": \"no\", \"pdays\": \"-1\", \"row_count\": 16966}, {\"housing\": \"no\", \"pdays\": \"182\", \"row_count\": 110}, {\"housing\": \"no\", \"pdays\": \"92\", \"row_count\": 109}, {\"housing\": \"no\", \"pdays\": \"91\", \"row_count\": 98}, {\"housing\": \"yes\", \"pdays\": \"370\", \"row_count\": 90}, {\"housing\": \"no\", \"pdays\": \"181\", \"row_count\": 83}, {\"housing\": \"no\", \"pdays\": \"183\", \"row_count\": 71}, {\"housing\": \"yes\", \"pdays\": \"364\", \"row_count\": 69}, {\"housing\": \"yes\", \"pdays\": \"350\", \"row_count\": 67}, {\"housing\": \"yes\", \"pdays\": \"343\", \"row_count\": 61}, {\"housing\": \"no\", \"pdays\": \"94\", \"row_count\": 57}, {\"housing\": \"no\", \"pdays\": \"95\", \"row_count\": 57}, {\"housing\": \"yes\", \"pdays\": \"175\", \"row_count\": 57}, {\"housing\": \"yes\", \"pdays\": \"182\", \"row_count\": 57}, {\"housing\": \"yes\", \"pdays\": \"183\", \"row_count\": 55}, {\"housing\": \"no\", \"pdays\": \"93\", \"row_count\": 52}, {\"housing\": \"no\", \"pdays\": \"184\", \"row_count\": 51}, {\"housing\": \"yes\", \"pdays\": \"349\", \"row_count\": 51}, {\"housing\": \"yes\", \"pdays\": \"174\", \"row_count\": 47}, {\"housing\": \"yes\", \"pdays\": \"363\", \"row_count\": 47}, {\"housing\": \"yes\", \"pdays\": \"365\", \"row_count\": 47}, {\"housing\": \"no\", \"pdays\": \"97\", \"row_count\": 45}, {\"housing\": \"yes\", \"pdays\": \"347\", \"row_count\": 45}, {\"housing\": \"yes\", \"pdays\": \"345\", \"row_count\": 44}, {\"housing\": \"yes\", \"pdays\": \"351\", \"row_count\": 44}, {\"housing\": \"yes\", \"pdays\": \"368\", \"row_count\": 44}, {\"housing\": \"no\", \"pdays\": \"185\", \"row_count\": 43}, {\"housing\": \"yes\", \"pdays\": \"357\", \"row_count\": 43}, {\"housing\": \"yes\", \"pdays\": \"344\", \"row_count\": 42}, {\"housing\": \"yes\", \"pdays\": \"356\", \"row_count\": 41}, {\"housing\": \"yes\", \"pdays\": \"367\", \"row_count\": 41}, {\"housing\": \"yes\", \"pdays\": \"342\", \"row_count\": 40}, {\"housing\": \"yes\", \"pdays\": \"170\", \"row_count\": 38}, {\"housing\": \"yes\", \"pdays\": \"352\", \"row_count\": 38}, {\"housing\": \"yes\", \"pdays\": \"92\", \"row_count\": 38}, {\"housing\": \"no\", \"pdays\": \"96\", \"row_count\": 37}, {\"housing\": \"yes\", \"pdays\": \"172\", \"row_count\": 37}, {\"housing\": \"yes\", \"pdays\": \"355\", \"row_count\": 37}, {\"housing\": \"yes\", \"pdays\": \"371\", \"row_count\": 36}, {\"housing\": \"no\", \"pdays\": \"104\", \"row_count\": 35}, {\"housing\": \"yes\", \"pdays\": \"169\", \"row_count\": 35}, {\"housing\": \"yes\", \"pdays\": \"359\", \"row_count\": 35}, {\"housing\": \"yes\", \"pdays\": \"360\", \"row_count\": 35}, {\"housing\": \"no\", \"pdays\": \"105\", \"row_count\": 34}, {\"housing\": \"no\", \"pdays\": \"186\", \"row_count\": 34}, {\"housing\": \"no\", \"pdays\": \"90\", \"row_count\": 34}, {\"housing\": \"yes\", \"pdays\": \"150\", \"row_count\": 34}, {\"housing\": \"yes\", \"pdays\": \"181\", \"row_count\": 34}, {\"housing\": \"yes\", \"pdays\": \"184\", \"row_count\": 34}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 46.96}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..70b5ea49d55612aca9372a1d992d294ac109679a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:27:26.221933+00:00", + "ended_at": "2026-05-04T08:27:38.697820+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_6b30ed8be7699c1d", + "problem_id": "v2p_m8_63c683d42b3eb332", + "dataset_id": "m8", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=pdays.", + "bindings": { + "group_col": "housing", + "group_col_2": "pdays", + "predicate_col": "previous", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_6b30ed8be7699c1d.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_6b30ed8be7699c1d", + "api_calls": 0, + "input_tokens": 22695, + "cached_input_tokens": 21888, + "output_tokens": 209, + "total_tokens": 22904, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2604, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2715, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12391.18, + "sql_execution_elapsed_ms_total": 46.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_6b30ed8be7699c1d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d36334549be191c238960d17dec0dc9dff7722d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:27:38.640946+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12391.18, "started_at": "2026-05-04T08:27:26.231167+00:00", "ended_at": "2026-05-04T08:27:38.622145+00:00", "prompt_metrics": {"chars": 9261, "bytes_utf8": 9261, "lines": 304, "estimated_tokens": 2604}, "response_metrics": {"chars": 432, "bytes_utf8": 432, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22695, "cached_input_tokens": 21888, "output_tokens": 209}, "stderr_preview": "2026-05-04T08:27:26.475205Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:27:28.785485Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0\\nGROUP BY \\\"housing\\\", \\\"pdays\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group_col=\\\"housing\\\", group_col_2=\\\"pdays\\\", and a numeric cast on \\\"previous\\\" because the SQLite schema stores columns as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..701673577eb72ddf77c14f110f4c10ca95fb6a45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6b30ed8be7699c1d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_6b30ed8be7699c1d", + "api_calls": 0, + "input_tokens": 22695, + "cached_input_tokens": 21888, + "output_tokens": 209, + "total_tokens": 22904, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2604, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2715, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12391.18, + "sql_execution_elapsed_ms_total": 46.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_6b30ed8be7699c1d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..97e264eb98873f55b0b32fd2c994e5f682643250 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "-1", "support": 36954, "support_share": 0.8173674548229414, "support_rank": 1}, {"value_label": "182", "support": 167, "support_share": 0.0036937913339673972, "support_rank": 2}, {"value_label": "92", "support": 147, "support_share": 0.003251421114330583, "support_rank": 3}, {"value_label": "183", "support": 126, "support_share": 0.0027869323837119283, "support_rank": 4}, {"value_label": "91", "support": 126, "support_share": 0.0027869323837119283, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e531281e9af997f680efe3f3fff173805612bdc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_6bf14329a0cb18dc +-- problem_id: v2p_m8_bb6bd4cdcbd0d240 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "pdays" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "pdays" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ecbc217c788dc699d69ee99bc7f5b5cee7e71087 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m8_6bf14329a0cb18dc\n-- problem_id: v2p_m8_bb6bd4cdcbd0d240\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"pdays\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"pdays\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m8_6bf14329a0cb18dc\\n-- problem_id: v2p_m8_bb6bd4cdcbd0d240\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"pdays\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"pdays\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"-1\", \"support\": 36954, \"support_share\": 0.8173674548229414, \"support_rank\": 1}, {\"value_label\": \"182\", \"support\": 167, \"support_share\": 0.0036937913339673972, \"support_rank\": 2}, {\"value_label\": \"92\", \"support\": 147, \"support_share\": 0.003251421114330583, \"support_rank\": 3}, {\"value_label\": \"183\", \"support\": 126, \"support_share\": 0.0027869323837119283, \"support_rank\": 4}, {\"value_label\": \"91\", \"support\": 126, \"support_share\": 0.0027869323837119283, \"support_rank\": 5}, {\"value_label\": \"181\", \"support\": 117, \"support_share\": 0.002587865784875362, \"support_rank\": 6}, {\"value_label\": \"370\", \"support\": 99, \"support_share\": 0.0021897325872022293, \"support_rank\": 7}, {\"value_label\": \"184\", \"support\": 85, \"support_share\": 0.0018800734334564596, \"support_rank\": 8}, {\"value_label\": \"364\", \"support\": 77, \"support_share\": 0.001703125345601734, \"support_rank\": 9}, {\"value_label\": \"95\", \"support\": 74, \"support_share\": 0.001636769812656212, \"support_rank\": 10}, {\"value_label\": \"350\", \"support\": 73, \"support_share\": 0.0016146513016743712, \"support_rank\": 11}, {\"value_label\": \"94\", \"support\": 72, \"support_share\": 0.0015925327906925306, \"support_rank\": 12}, {\"value_label\": \"175\", \"support\": 71, \"support_share\": 0.00157041427971069, \"support_rank\": 13}, {\"value_label\": \"185\", \"support\": 68, \"support_share\": 0.0015040587467651677, \"support_rank\": 14}, {\"value_label\": \"343\", \"support\": 65, \"support_share\": 0.0014377032138196456, \"support_rank\": 15}, {\"value_label\": \"93\", \"support\": 65, \"support_share\": 0.0014377032138196456, \"support_rank\": 16}, {\"value_label\": \"188\", \"support\": 64, \"support_share\": 0.001415584702837805, \"support_rank\": 17}, {\"value_label\": \"186\", \"support\": 60, \"support_share\": 0.001327110658910442, \"support_rank\": 18}, {\"value_label\": \"189\", \"support\": 60, \"support_share\": 0.001327110658910442, \"support_rank\": 19}, {\"value_label\": \"174\", \"support\": 57, \"support_share\": 0.00126075512596492, \"support_rank\": 20}, {\"value_label\": \"349\", \"support\": 57, \"support_share\": 0.00126075512596492, \"support_rank\": 21}, {\"value_label\": \"96\", \"support\": 57, \"support_share\": 0.00126075512596492, \"support_rank\": 22}, {\"value_label\": \"363\", \"support\": 55, \"support_share\": 0.0012165181040012386, \"support_rank\": 23}, {\"value_label\": \"90\", \"support\": 54, \"support_share\": 0.001194399593019398, \"support_rank\": 24}, {\"value_label\": \"97\", \"support\": 54, \"support_share\": 0.001194399593019398, \"support_rank\": 25}, {\"value_label\": \"196\", \"support\": 51, \"support_share\": 0.001128044060073876, \"support_rank\": 26}, {\"value_label\": \"365\", \"support\": 51, \"support_share\": 0.001128044060073876, \"support_rank\": 27}, {\"value_label\": \"342\", \"support\": 49, \"support_share\": 0.0010838070381101945, \"support_rank\": 28}, {\"value_label\": \"357\", \"support\": 49, \"support_share\": 0.0010838070381101945, \"support_rank\": 29}, {\"value_label\": \"368\", \"support\": 49, \"support_share\": 0.0010838070381101945, \"support_rank\": 30}, {\"value_label\": \"98\", \"support\": 49, \"support_share\": 0.0010838070381101945, \"support_rank\": 31}, {\"value_label\": \"345\", \"support\": 48, \"support_share\": 0.0010616885271283536, \"support_rank\": 32}, {\"value_label\": \"351\", \"support\": 48, \"support_share\": 0.0010616885271283536, \"support_rank\": 33}, {\"value_label\": \"178\", \"support\": 47, \"support_share\": 0.001039570016146513, \"support_rank\": 34}, {\"value_label\": \"347\", \"support\": 47, \"support_share\": 0.001039570016146513, \"support_rank\": 35}, {\"value_label\": \"367\", \"support\": 47, \"support_share\": 0.001039570016146513, \"support_rank\": 36}, {\"value_label\": \"190\", \"support\": 46, \"support_share\": 0.0010174515051646724, \"support_rank\": 37}, {\"value_label\": \"104\", \"support\": 45, \"support_share\": 0.0009953329941828316, \"support_rank\": 38}, {\"value_label\": \"180\", \"support\": 45, \"support_share\": 0.0009953329941828316, \"support_rank\": 39}, {\"value_label\": \"195\", \"support\": 45, \"support_share\": 0.0009953329941828316, \"support_rank\": 40}, {\"value_label\": \"356\", \"support\": 45, \"support_share\": 0.0009953329941828316, \"support_rank\": 41}, {\"value_label\": \"99\", \"support\": 45, \"support_share\": 0.0009953329941828316, \"support_rank\": 42}, {\"value_label\": \"172\", \"support\": 44, \"support_share\": 0.000973214483200991, \"support_rank\": 43}, {\"value_label\": \"344\", \"support\": 44, \"support_share\": 0.000973214483200991, \"support_rank\": 44}, {\"value_label\": \"371\", \"support\": 44, \"support_share\": 0.000973214483200991, \"support_rank\": 45}, {\"value_label\": \"150\", \"support\": 43, \"support_share\": 0.0009510959722191502, \"support_rank\": 46}, {\"value_label\": \"170\", \"support\": 43, \"support_share\": 0.0009510959722191502, \"support_rank\": 47}, {\"value_label\": \"179\", \"support\": 43, \"support_share\": 0.0009510959722191502, \"support_rank\": 48}, {\"value_label\": \"187\", \"support\": 43, \"support_share\": 0.0009510959722191502, \"support_rank\": 49}, {\"value_label\": \"87\", \"support\": 43, \"support_share\": 0.0009510959722191502, \"support_rank\": 50}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 28.27}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..063e7b63ab89275f80673f4fa2cca36bcd4c9242 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.083636+00:00", + "ended_at": "2026-05-04T08:57:11.116299+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_6bf14329a0cb18dc", + "problem_id": "v2p_m8_bb6bd4cdcbd0d240", + "dataset_id": "m8", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=pdays.", + "bindings": { + "group_col": "pdays" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_6bf14329a0cb18dc.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e58628f65f66f374603f1ba9f69809cbe3fe73b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9101, "bytes_utf8": 9101, "lines": 300, "estimated_tokens": 2552}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22641, "cached_input_tokens": 21888, "output_tokens": 136}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ad08b215eec9c8271a0879a63f360dca95000d25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_6c18fddaf62c8ab3", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 136, + "total_tokens": 22777, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2657, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23603.86, + "sql_execution_elapsed_ms_total": 29.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_6c18fddaf62c8ab3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..383f4bf6e60709b85c2d70f9517ed52fff80af08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:13:53.823011+00:00", + "ended_at": "2026-05-04T08:14:17.425369+00:00", + "elapsed_ms": 23603.86, + "prompt_metrics": { + "chars": 9101, + "bytes_utf8": 9101, + "lines": 300, + "estimated_tokens": 2552 + }, + "stdout_metrics": { + "chars": 742, + "bytes_utf8": 742, + "lines": 4, + "estimated_tokens": 216 + }, + "stderr_metrics": { + "chars": 11426, + "bytes_utf8": 11426, + "lines": 29, + "estimated_tokens": 6459 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 409, + "bytes_utf8": 409, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 136 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..62a942838bcd309f7daa1ffb3704042a47e3e3c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=month, measure_col=duration.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "month", + "measure_col": "duration", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5788a07c68b289d417cbcd9abfd2d4e90084dd8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-09a9-70c1-ba0c-479bf88da7da"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"month\\\", AVG(CAST(\\\"duration\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"month\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"month\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"month\\\" and measure_col=\\\"duration\\\". Cast \\\"duration\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22641,"cached_input_tokens":21888,"output_tokens":136}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..01b3478e7a8521a87cda2a5627a6c064603f149d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"month\", AVG(CAST(\"duration\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"month\"\nHAVING COUNT(*) > 5\nORDER BY \"month\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"month\" and measure_col=\"duration\". Cast \"duration\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d56a528607e8181b6ebdf4360e49c1f1f1e20eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,29 @@ +2026-05-04T08:13:54.025173Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:59.865904Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0fed7a635af4cccd91df248165a678a43b77c26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=month, measure_col=duration. +Result preview: [{"month": "apr", "avg_measure": 298.09890859481584, "support": 2932}, {"month": "aug", "avg_measure": 232.40211301424685, "support": 6247}, {"month": "dec", "avg_measure": 329.32710280373834, "support": 214}, {"month": "feb", "avg_measure": 248.29822574556437, "support": 2649}, {"month": "jan", "avg_measure": 268.2202423378475, "support": 1403}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9b2ef8d5d75b970a7d68f92c49bfabd9a10cdfec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_6c18fddaf62c8ab3 +-- problem_id: v2p_m8_1f77501fec564af6 +-- realization_mode: agent +-- source_kind: agent +SELECT "month", AVG(CAST("duration" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "month" +HAVING COUNT(*) > 5 +ORDER BY "month"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dff8847cd7f1f9203ab11e49831d4c949de7884d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"month\", AVG(CAST(\"duration\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"month\"\nHAVING COUNT(*) > 5\nORDER BY \"month\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"month\\\", AVG(CAST(\\\"duration\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"month\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"month\\\";\", \"columns\": [\"month\", \"avg_measure\", \"support\"], \"rows\": [{\"month\": \"apr\", \"avg_measure\": 298.09890859481584, \"support\": 2932}, {\"month\": \"aug\", \"avg_measure\": 232.40211301424685, \"support\": 6247}, {\"month\": \"dec\", \"avg_measure\": 329.32710280373834, \"support\": 214}, {\"month\": \"feb\", \"avg_measure\": 248.29822574556437, \"support\": 2649}, {\"month\": \"jan\", \"avg_measure\": 268.2202423378475, \"support\": 1403}, {\"month\": \"jul\", \"avg_measure\": 267.9753444525018, \"support\": 6895}, {\"month\": \"jun\", \"avg_measure\": 243.0878112712975, \"support\": 5341}, {\"month\": \"mar\", \"avg_measure\": 244.40041928721175, \"support\": 477}, {\"month\": \"may\", \"avg_measure\": 260.92227226500074, \"support\": 13766}, {\"month\": \"nov\", \"avg_measure\": 253.14861460957178, \"support\": 3970}, {\"month\": \"oct\", \"avg_measure\": 288.30216802168025, \"support\": 738}, {\"month\": \"sep\", \"avg_measure\": 292.25215889464596, \"support\": 579}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.27}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..78d03fe541577d2ce2360e8bb375b3b67e5122e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:13:53.814895+00:00", + "ended_at": "2026-05-04T08:14:17.475354+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_6c18fddaf62c8ab3", + "problem_id": "v2p_m8_1f77501fec564af6", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=month, measure_col=duration.", + "bindings": { + "group_col": "month", + "measure_col": "duration", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_6c18fddaf62c8ab3.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_6c18fddaf62c8ab3", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 136, + "total_tokens": 22777, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2657, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23603.86, + "sql_execution_elapsed_ms_total": 29.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_6c18fddaf62c8ab3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba5f0567e061dd76ad60daa5e427becca944492d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:17.438282+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23603.86, "started_at": "2026-05-04T08:13:53.823011+00:00", "ended_at": "2026-05-04T08:14:17.425369+00:00", "prompt_metrics": {"chars": 9101, "bytes_utf8": 9101, "lines": 300, "estimated_tokens": 2552}, "response_metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22641, "cached_input_tokens": 21888, "output_tokens": 136}, "stderr_preview": "2026-05-04T08:13:54.025173Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:59.865904Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"month\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"month\\\" and measure_col=\\\"duration\\\". Cast \\\"duration\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2022d4ec72e4546dd71b693eeee81bb7c956f85a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6c18fddaf62c8ab3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_6c18fddaf62c8ab3", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 136, + "total_tokens": 22777, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2657, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23603.86, + "sql_execution_elapsed_ms_total": 29.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_6c18fddaf62c8ab3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d46e7c506658351/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d46e7c506658351/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..46fc4d54628c31e2e1bd3704f3b75b2f54b3efde --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d46e7c506658351/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "married", "support": 27214, "support_share": 0.6019331578598128, "support_rank": 1}, {"value_label": "single", "support": 12790, "support_share": 0.2828957554577426, "support_rank": 2}, {"value_label": "divorced", "support": 5207, "support_share": 0.11517108668244454, "support_rank": 3}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d46e7c506658351/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d46e7c506658351/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..33da05abf3304840c9e7b6a80a8dd12f3f7aaacd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d46e7c506658351/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_6d46e7c506658351 +-- problem_id: v2p_m8_0bafa84e070efaba +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "marital" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "marital" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d46e7c506658351/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d46e7c506658351/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6ef7187b7973b5bc0f1ba84d6f9ec5ef3cd1c7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d46e7c506658351/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m8_6d46e7c506658351\n-- problem_id: v2p_m8_0bafa84e070efaba\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"marital\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"marital\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m8_6d46e7c506658351\\n-- problem_id: v2p_m8_0bafa84e070efaba\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"marital\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"marital\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"married\", \"support\": 27214, \"support_share\": 0.6019331578598128, \"support_rank\": 1}, {\"value_label\": \"single\", \"support\": 12790, \"support_share\": 0.2828957554577426, \"support_rank\": 2}, {\"value_label\": \"divorced\", \"support\": 5207, \"support_share\": 0.11517108668244454, \"support_rank\": 3}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.58}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d46e7c506658351/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d46e7c506658351/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f1f53e3de2ff33489bfdd426d4985ce2a1499c56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d46e7c506658351/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:10.805509+00:00", + "ended_at": "2026-05-04T08:57:10.834505+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_6d46e7c506658351", + "problem_id": "v2p_m8_0bafa84e070efaba", + "dataset_id": "m8", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=marital.", + "bindings": { + "group_col": "marital" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_6d46e7c506658351.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d46e7c506658351/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d46e7c506658351/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d46e7c506658351/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7fe12b7727fb3b686c9674bf392d2f3e83043e58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9131, "bytes_utf8": 9131, "lines": 298, "estimated_tokens": 2564}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 482, "bytes_utf8": 482, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22655, "cached_input_tokens": 21888, "output_tokens": 226}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..171ffd633377c3eb413d4e5ce4fd97996bbfd09e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_6d7355c8775de730", + "api_calls": 0, + "input_tokens": 22655, + "cached_input_tokens": 21888, + "output_tokens": 226, + "total_tokens": 22881, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2564, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2685, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12686.8, + "sql_execution_elapsed_ms_total": 151.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_6d7355c8775de730\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8cdb205e71b148eed2e9e1e7aa73a42e5fe90944 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:50:54.436232+00:00", + "ended_at": "2026-05-04T08:51:07.122867+00:00", + "elapsed_ms": 12686.8, + "prompt_metrics": { + "chars": 9131, + "bytes_utf8": 9131, + "lines": 298, + "estimated_tokens": 2564 + }, + "stdout_metrics": { + "chars": 811, + "bytes_utf8": 811, + "lines": 4, + "estimated_tokens": 230 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13244 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 482, + "bytes_utf8": 482, + "lines": 1, + "estimated_tokens": 121 + }, + "usage": { + "input_tokens": 22655, + "cached_input_tokens": 21888, + "output_tokens": 226 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee62214ba05b24e6251dc2e75959ce7aa62c8e7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=duration.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "duration", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..397e30e8898d6cdd6ca35f9f45747a6872885a18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22e-ebf0-7f91-a5be-2a980a505918"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"duration\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"duration\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m8\\\"\\n)\\nSELECT \\\"duration\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"duration\\\" AS REAL) DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to \\\"duration\\\" and cast the TEXT column to REAL for numeric tail bucketing and ordering in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22655,"cached_input_tokens":21888,"output_tokens":226}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7eff915828dd3cb70a3afbe0037305e23e7a51b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"duration\",\n NTILE(10) OVER (ORDER BY CAST(\"duration\" AS REAL) DESC) AS tail_bucket\n FROM \"m8\"\n)\nSELECT \"duration\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"duration\" AS REAL) DESC;","notes":"Used the planned Quantile Tail Slice template with measure_col bound to \"duration\" and cast the TEXT column to REAL for numeric tail bucketing and ordering in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f35b9746067e26d7dc680904755b482753bf61c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:50:54.648751Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:50:56.983823Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:51:06.323286Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcc2f60e04c3bab3fe109b743e22461e7ec41ed3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=duration. +Result preview: [{"duration": "4918"}, {"duration": "3881"}, {"duration": "3785"}, {"duration": "3422"}, {"duration": "3366"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..78ad33ea6c963850573a845fe48d4eed905952cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m8_6d7355c8775de730 +-- problem_id: v2p_m8_3ad724624ca8d160 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "duration", + NTILE(10) OVER (ORDER BY CAST("duration" AS REAL) DESC) AS tail_bucket + FROM "m8" +) +SELECT "duration" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("duration" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fbf0e5cfe072d6aa146429fe7a70e766d6820882 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"duration\",\n NTILE(10) OVER (ORDER BY CAST(\"duration\" AS REAL) DESC) AS tail_bucket\n FROM \"m8\"\n)\nSELECT \"duration\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"duration\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"duration\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"duration\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m8\\\"\\n)\\nSELECT \\\"duration\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"duration\\\" AS REAL) DESC;\", \"columns\": [\"duration\"], \"rows\": [{\"duration\": \"4918\"}, {\"duration\": \"3881\"}, {\"duration\": \"3785\"}, {\"duration\": \"3422\"}, {\"duration\": \"3366\"}, {\"duration\": \"3322\"}, {\"duration\": \"3284\"}, {\"duration\": \"3253\"}, {\"duration\": \"3183\"}, {\"duration\": \"3102\"}, {\"duration\": \"3094\"}, {\"duration\": \"3078\"}, {\"duration\": \"3076\"}, {\"duration\": \"3025\"}, {\"duration\": \"2870\"}, {\"duration\": \"2775\"}, {\"duration\": \"2770\"}, {\"duration\": \"2769\"}, {\"duration\": \"2692\"}, {\"duration\": \"2653\"}, {\"duration\": \"2635\"}, {\"duration\": \"2621\"}, {\"duration\": \"2516\"}, {\"duration\": \"2485\"}, {\"duration\": \"2462\"}, {\"duration\": \"2456\"}, {\"duration\": \"2453\"}, {\"duration\": \"2429\"}, {\"duration\": \"2420\"}, {\"duration\": \"2389\"}, {\"duration\": \"2372\"}, {\"duration\": \"2330\"}, {\"duration\": \"2301\"}, {\"duration\": \"2260\"}, {\"duration\": \"2256\"}, {\"duration\": \"2241\"}, {\"duration\": \"2231\"}, {\"duration\": \"2219\"}, {\"duration\": \"2201\"}, {\"duration\": \"2191\"}, {\"duration\": \"2187\"}, {\"duration\": \"2184\"}, {\"duration\": \"2177\"}, {\"duration\": \"2150\"}, {\"duration\": \"2129\"}, {\"duration\": \"2093\"}, {\"duration\": \"2087\"}, {\"duration\": \"2078\"}, {\"duration\": \"2062\"}, {\"duration\": \"2055\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 151.98}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..402927752de749e0e96d0f1fd9b28bed200b44eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:50:54.427671+00:00", + "ended_at": "2026-05-04T08:51:07.305115+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_6d7355c8775de730", + "problem_id": "v2p_m8_3ad724624ca8d160", + "dataset_id": "m8", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=duration.", + "bindings": { + "measure_col": "duration", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=115" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_6d7355c8775de730.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_6d7355c8775de730", + "api_calls": 0, + "input_tokens": 22655, + "cached_input_tokens": 21888, + "output_tokens": 226, + "total_tokens": 22881, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2564, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2685, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12686.8, + "sql_execution_elapsed_ms_total": 151.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_6d7355c8775de730\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0f1546eeb15cd2661e4266fe04dae298dce4894 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d7355c8775de730/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:51:07.144221+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12686.8, "started_at": "2026-05-04T08:50:54.436232+00:00", "ended_at": "2026-05-04T08:51:07.122867+00:00", "prompt_metrics": {"chars": 9131, "bytes_utf8": 9131, "lines": 298, "estimated_tokens": 2564}, "response_metrics": {"chars": 482, "bytes_utf8": 482, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22655, "cached_input_tokens": 21888, "output_tokens": 226}, "stderr_preview": "2026-05-04T08:50:54.648751Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:50:56.983823Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=campaign, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "campaign", + "condition_col": "y", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc2a36c2b3e1ce5d00309aeee0121ce8c4809e92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df217-b466-71c1-a380-88b79830bf7c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"campaign\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"campaign\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"campaign\\\" and condition_col=\\\"y\\\", measuring the rate of rows where y='no' within each campaign group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22660,"cached_input_tokens":6528,"output_tokens":149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca36157df699049c887a74ba4281793e4ccd5789 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"campaign\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m8\"\nGROUP BY \"campaign\"\nORDER BY \"condition_rate\" DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"campaign\" and condition_col=\"y\", measuring the rate of rows where y='no' within each campaign group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..861f6fa5600a10172704d21ab13a6d27de46503b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:25:33.149908Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:25:35.508707Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:25:43.155895Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bd707757805bd69a69e390f545e5c00e571f91a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=campaign, condition_col=y. +Result preview: [{"campaign": "63", "condition_rate": 1.0}, {"campaign": "58", "condition_rate": 1.0}, {"campaign": "55", "condition_rate": 1.0}, {"campaign": "51", "condition_rate": 1.0}, {"campaign": "50", "condition_rate": 1.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4dd970259360b4c2b5e69832ca7b139a4fbed9c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_6d88b866529c52c1 +-- problem_id: v2p_m8_92a633563373c22f +-- realization_mode: agent +-- source_kind: agent +SELECT "campaign", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m8" +GROUP BY "campaign" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7faa82e80e08d9b2bbdbbf7ac70f06f751f01ac0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"campaign\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m8\"\nGROUP BY \"campaign\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"campaign\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"campaign\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"campaign\", \"condition_rate\"], \"rows\": [{\"campaign\": \"63\", \"condition_rate\": 1.0}, {\"campaign\": \"58\", \"condition_rate\": 1.0}, {\"campaign\": \"55\", \"condition_rate\": 1.0}, {\"campaign\": \"51\", \"condition_rate\": 1.0}, {\"campaign\": \"50\", \"condition_rate\": 1.0}, {\"campaign\": \"46\", \"condition_rate\": 1.0}, {\"campaign\": \"44\", \"condition_rate\": 1.0}, {\"campaign\": \"43\", \"condition_rate\": 1.0}, {\"campaign\": \"41\", \"condition_rate\": 1.0}, {\"campaign\": \"39\", \"condition_rate\": 1.0}, {\"campaign\": \"38\", \"condition_rate\": 1.0}, {\"campaign\": \"37\", \"condition_rate\": 1.0}, {\"campaign\": \"36\", \"condition_rate\": 1.0}, {\"campaign\": \"35\", \"condition_rate\": 1.0}, {\"campaign\": \"34\", \"condition_rate\": 1.0}, {\"campaign\": \"33\", \"condition_rate\": 1.0}, {\"campaign\": \"31\", \"condition_rate\": 1.0}, {\"campaign\": \"30\", \"condition_rate\": 1.0}, {\"campaign\": \"28\", \"condition_rate\": 1.0}, {\"campaign\": \"27\", \"condition_rate\": 1.0}, {\"campaign\": \"26\", \"condition_rate\": 1.0}, {\"campaign\": \"25\", \"condition_rate\": 1.0}, {\"campaign\": \"23\", \"condition_rate\": 1.0}, {\"campaign\": \"22\", \"condition_rate\": 1.0}, {\"campaign\": \"19\", \"condition_rate\": 1.0}, {\"campaign\": \"18\", \"condition_rate\": 1.0}, {\"campaign\": \"20\", \"condition_rate\": 0.9767441860465116}, {\"campaign\": \"16\", \"condition_rate\": 0.9746835443037974}, {\"campaign\": \"12\", \"condition_rate\": 0.9741935483870968}, {\"campaign\": \"21\", \"condition_rate\": 0.9714285714285714}, {\"campaign\": \"14\", \"condition_rate\": 0.956989247311828}, {\"campaign\": \"13\", \"condition_rate\": 0.9548872180451128}, {\"campaign\": \"15\", \"condition_rate\": 0.9523809523809523}, {\"campaign\": \"24\", \"condition_rate\": 0.95}, {\"campaign\": \"10\", \"condition_rate\": 0.9473684210526315}, {\"campaign\": \"8\", \"condition_rate\": 0.9407407407407408}, {\"campaign\": \"29\", \"condition_rate\": 0.9375}, {\"campaign\": \"7\", \"condition_rate\": 0.9360544217687075}, {\"campaign\": \"9\", \"condition_rate\": 0.9357798165137615}, {\"campaign\": \"6\", \"condition_rate\": 0.9287374128582494}, {\"campaign\": \"5\", \"condition_rate\": 0.921201814058957}, {\"campaign\": \"11\", \"condition_rate\": 0.9203980099502488}, {\"campaign\": \"17\", \"condition_rate\": 0.9130434782608695}, {\"campaign\": \"4\", \"condition_rate\": 0.9099943214082907}, {\"campaign\": \"32\", \"condition_rate\": 0.8888888888888888}, {\"campaign\": \"3\", \"condition_rate\": 0.8880637565658395}, {\"campaign\": \"2\", \"condition_rate\": 0.8879648140743702}, {\"campaign\": \"1\", \"condition_rate\": 0.8540241678066576}], \"row_count_returned\": 48, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.41}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e98422092c06600a8069d063e63577ca19831e65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:25:29.717784+00:00", + "ended_at": "2026-05-04T08:25:44.079327+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_6d88b866529c52c1", + "problem_id": "v2p_m8_92a633563373c22f", + "dataset_id": "m8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=campaign, condition_col=y.", + "bindings": { + "group_col": "campaign", + "condition_col": "y", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_6d88b866529c52c1.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_6d88b866529c52c1", + "api_calls": 0, + "input_tokens": 22660, + "cached_input_tokens": 6528, + "output_tokens": 149, + "total_tokens": 22809, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2569, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2673, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14295.34, + "sql_execution_elapsed_ms_total": 31.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_6d88b866529c52c1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..126f5416f973a3b4673bd347964e47cfe567947a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6d88b866529c52c1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:25:44.039805+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14295.34, "started_at": "2026-05-04T08:25:29.726238+00:00", "ended_at": "2026-05-04T08:25:44.018354+00:00", "prompt_metrics": {"chars": 9185, "bytes_utf8": 9185, "lines": 303, "estimated_tokens": 2569}, "response_metrics": {"chars": 403, "bytes_utf8": 403, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22660, "cached_input_tokens": 6528, "output_tokens": 149}, "stderr_preview": "2026-05-04T08:25:33.149908Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:25:35.508707Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6ef49dcdcdc3a88c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6ef49dcdcdc3a88c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b0616b4862c47d885cecfaf429bc94db92770e6d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6ef49dcdcdc3a88c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_6ef49dcdcdc3a88c\n-- problem_id: v2p_m8_2473549bb1c81b63\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"age\",\n COUNT(*) AS support,\n AVG(\"balance\") AS avg_response\nFROM \"m8\"\nGROUP BY \"age\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_6ef49dcdcdc3a88c\\n-- problem_id: v2p_m8_2473549bb1c81b63\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"age\\\",\\n COUNT(*) AS support,\\n AVG(\\\"balance\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"age\", \"support\", \"avg_response\"], \"rows\": [{\"age\": \"32\", \"support\": 2085, \"avg_response\": 1287.9640287769785}, {\"age\": \"31\", \"support\": 1996, \"avg_response\": 1193.5851703406813}, {\"age\": \"33\", \"support\": 1972, \"avg_response\": 1207.6485801217038}, {\"age\": \"34\", \"support\": 1930, \"avg_response\": 1222.440932642487}, {\"age\": \"35\", \"support\": 1894, \"avg_response\": 1100.2523759239705}, {\"age\": \"36\", \"support\": 1806, \"avg_response\": 1198.9091915836102}, {\"age\": \"30\", \"support\": 1757, \"avg_response\": 1120.1383039271486}, {\"age\": \"37\", \"support\": 1696, \"avg_response\": 1250.4033018867924}, {\"age\": \"39\", \"support\": 1487, \"avg_response\": 1314.5917955615332}, {\"age\": \"38\", \"support\": 1466, \"avg_response\": 1389.0115961800818}, {\"age\": \"40\", \"support\": 1355, \"avg_response\": 1235.4450184501845}, {\"age\": \"41\", \"support\": 1291, \"avg_response\": 1321.1750580945004}, {\"age\": \"42\", \"support\": 1242, \"avg_response\": 1280.9967793880837}, {\"age\": \"45\", \"support\": 1216, \"avg_response\": 1458.9876644736842}, {\"age\": \"29\", \"support\": 1185, \"avg_response\": 994.8438818565401}, {\"age\": \"46\", \"support\": 1175, \"avg_response\": 1298.24}, {\"age\": \"43\", \"support\": 1161, \"avg_response\": 1421.7846683893194}, {\"age\": \"44\", \"support\": 1136, \"avg_response\": 1418.6170774647887}, {\"age\": \"47\", \"support\": 1088, \"avg_response\": 1225.7371323529412}, {\"age\": \"28\", \"support\": 1038, \"avg_response\": 968.5462427745665}, {\"age\": \"48\", \"support\": 997, \"avg_response\": 1386.1905717151453}, {\"age\": \"49\", \"support\": 994, \"avg_response\": 1436.407444668008}, {\"age\": \"50\", \"support\": 939, \"avg_response\": 1463.2076677316295}, {\"age\": \"51\", \"support\": 936, \"avg_response\": 1633.83547008547}, {\"age\": \"52\", \"support\": 911, \"avg_response\": 1340.0878155872667}, {\"age\": \"27\", \"support\": 909, \"avg_response\": 1083.7964796479648}, {\"age\": \"53\", \"support\": 891, \"avg_response\": 1644.1459034792367}, {\"age\": \"57\", \"support\": 828, \"avg_response\": 1822.5785024154588}, {\"age\": \"54\", \"support\": 811, \"avg_response\": 1595.6103575832306}, {\"age\": \"55\", \"support\": 806, \"avg_response\": 1794.1426799007445}, {\"age\": \"26\", \"support\": 805, \"avg_response\": 1034.888198757764}, {\"age\": \"56\", \"support\": 778, \"avg_response\": 1674.1825192802057}, {\"age\": \"59\", \"support\": 770, \"avg_response\": 2092.7844155844155}, {\"age\": \"58\", \"support\": 740, \"avg_response\": 1940.1702702702703}, {\"age\": \"60\", \"support\": 596, \"avg_response\": 2020.4395973154362}, {\"age\": \"25\", \"support\": 527, \"avg_response\": 870.7703984819734}, {\"age\": \"24\", \"support\": 302, \"avg_response\": 914.5298013245033}, {\"age\": \"23\", \"support\": 202, \"avg_response\": 1039.5}, {\"age\": \"61\", \"support\": 147, \"avg_response\": 2758.1428571428573}, {\"age\": \"22\", \"support\": 129, \"avg_response\": 935.6046511627907}, {\"age\": \"62\", \"support\": 80, \"avg_response\": 1848.7375}, {\"age\": \"21\", \"support\": 79, \"avg_response\": 866.7594936708861}, {\"age\": \"63\", \"support\": 77, \"avg_response\": 2523.8571428571427}, {\"age\": \"64\", \"support\": 74, \"avg_response\": 2345.945945945946}, {\"age\": \"70\", \"support\": 67, \"avg_response\": 3395.194029850746}, {\"age\": \"66\", \"support\": 63, \"avg_response\": 1963.7936507936508}, {\"age\": \"65\", \"support\": 59, \"avg_response\": 2396.3898305084745}, {\"age\": \"71\", \"support\": 54, \"avg_response\": 3462.4074074074074}, {\"age\": \"67\", \"support\": 54, \"avg_response\": 2294.703703703704}, {\"age\": \"72\", \"support\": 52, \"avg_response\": 2541.0576923076924}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 34.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6ef49dcdcdc3a88c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6ef49dcdcdc3a88c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..23fd9b7a775a9a2c57c152fe6ca4eb05a51d5a7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6ef49dcdcdc3a88c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.212482+00:00", + "ended_at": "2026-05-04T08:57:11.251629+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_6ef49dcdcdc3a88c", + "problem_id": "v2p_m8_2473549bb1c81b63", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=balance, key_col=age.", + "bindings": { + "key_col": "age", + "measure_col": "balance", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_6ef49dcdcdc3a88c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6ef49dcdcdc3a88c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6ef49dcdcdc3a88c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6ef49dcdcdc3a88c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da36c32e33ee012aa212d0bd918c99265f8e87dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9191, "bytes_utf8": 9191, "lines": 303, "estimated_tokens": 2570}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22661, "cached_input_tokens": 21888, "output_tokens": 119}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7bd5fd61fe8fbba7f3e8610d760f59fda43654e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_6fbfe4ae4d1098d8", + "api_calls": 0, + "input_tokens": 22661, + "cached_input_tokens": 21888, + "output_tokens": 119, + "total_tokens": 22780, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2570, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2673, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10756.64, + "sql_execution_elapsed_ms_total": 26.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_6fbfe4ae4d1098d8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f73b79eea8fd73bd743eb75302997708a01e7c20 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:23:48.081943+00:00", + "ended_at": "2026-05-04T08:23:58.840775+00:00", + "elapsed_ms": 10756.64, + "prompt_metrics": { + "chars": 9191, + "bytes_utf8": 9191, + "lines": 303, + "estimated_tokens": 2570 + }, + "stdout_metrics": { + "chars": 743, + "bytes_utf8": 743, + "lines": 4, + "estimated_tokens": 209 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13251 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 418, + "bytes_utf8": 418, + "lines": 1, + "estimated_tokens": 103 + }, + "usage": { + "input_tokens": 22661, + "cached_input_tokens": 21888, + "output_tokens": 119 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03b8322d2e23334e5d5f0f8f6d084c474cc72091 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=loan, condition_col=housing.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "loan", + "condition_col": "housing", + "condition_value": "yes", + "positive_value": "yes", + "negative_value": "no", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..11434728f053734212a4df6e89f01865f249ef18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df216-1b05-7d62-a8be-51bb3fff73d3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"loan\\\",\\n AVG(CASE WHEN \\\"housing\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"loan\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"loan\\\", condition_col=\\\"housing\\\", and condition_value='yes'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22661,"cached_input_tokens":21888,"output_tokens":119}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7ea550aa6923c08a0a7807478139a3913398693 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"loan\",\n AVG(CASE WHEN \"housing\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"loan\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"loan\", condition_col=\"housing\", and condition_value='yes'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c923326e69166f831a9ebd4d4c246b6507e9034b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:23:48.338021Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:23:50.750770Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:23:57.640905Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a354a01ecf73ee7472c0f2464b94bccd2b01f847 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=loan, condition_col=housing. +Result preview: [{"loan": "yes", "condition_rate": 0.6028437327443401}, {"loan": "no", "condition_rate": 0.5468696499591751}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cba90bce74d459632167cd8b18295c2a8c432088 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_6fbfe4ae4d1098d8 +-- problem_id: v2p_m8_101f81d348dc3136 +-- realization_mode: agent +-- source_kind: agent +SELECT "loan", + AVG(CASE WHEN "housing" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "loan" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6d527ac4161cc12f2ffa5dd3e62859a70ae6627 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"loan\",\n AVG(CASE WHEN \"housing\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"loan\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"loan\\\",\\n AVG(CASE WHEN \\\"housing\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"loan\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"loan\", \"condition_rate\"], \"rows\": [{\"loan\": \"yes\", \"condition_rate\": 0.6028437327443401}, {\"loan\": \"no\", \"condition_rate\": 0.5468696499591751}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.58}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..69ce48b06a2cca94ade885de0f7e02ec44ed4d79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:23:48.076708+00:00", + "ended_at": "2026-05-04T08:23:58.893548+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_6fbfe4ae4d1098d8", + "problem_id": "v2p_m8_101f81d348dc3136", + "dataset_id": "m8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=loan, condition_col=housing.", + "bindings": { + "group_col": "loan", + "condition_col": "housing", + "condition_value": "yes", + "positive_value": "yes", + "negative_value": "no", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_6fbfe4ae4d1098d8.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_6fbfe4ae4d1098d8", + "api_calls": 0, + "input_tokens": 22661, + "cached_input_tokens": 21888, + "output_tokens": 119, + "total_tokens": 22780, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2570, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2673, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10756.64, + "sql_execution_elapsed_ms_total": 26.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_6fbfe4ae4d1098d8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be64465672dbdd24d79732df9fd054b823a87e32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fbfe4ae4d1098d8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:23:58.858392+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10756.64, "started_at": "2026-05-04T08:23:48.081943+00:00", "ended_at": "2026-05-04T08:23:58.840775+00:00", "prompt_metrics": {"chars": 9191, "bytes_utf8": 9191, "lines": 303, "estimated_tokens": 2570}, "response_metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22661, "cached_input_tokens": 21888, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:23:48.338021Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:23:50.750770Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=education, group_col_2=month, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "education", + "group_col_2": "month", + "target_col": "y", + "target_value": "no", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d07288df0707812c21729974c7e11c274af2b1a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-6535-7f21-9695-540e904aa366"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"month\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"month\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with bindings group_col=education, group_col_2=month, and target_col=y targeting value 'no'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22699,"cached_input_tokens":21888,"output_tokens":134}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cff2a678001275e4c09145dc5e14002b60aab9ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"month\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"education\", \"month\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with bindings group_col=education, group_col_2=month, and target_col=y targeting value 'no'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ce11850a91094f89e44ac3acda6379b7702372e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:56.212955Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:58.569342Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:05.667660Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..47f63adb9f3d3615a32dff4b9de4e5cf4a5f575c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=education, group_col_2=month, target_col=y. +Result preview: [{"education": "primary", "month": "jun", "target_rate": 0.9487870619946092}, {"education": "primary", "month": "may", "target_rate": 0.9473013174670634}, {"education": "unknown", "month": "may", "target_rate": 0.9370503597122302}, {"education": "secondary", "month": "may", "target_rate": 0.9370496776640121}, {"education": "unknown", "month": "jun", "target_rate": 0.9301587301587302}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8bdd3903a701bb9fd2d55e7dcdea2455f159ffd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_6fd3e32f26d6cb10 +-- problem_id: v2p_m8_042d71b080f671d3 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "month", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "education", "month" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6efe8f92c663d015e6cbebb99052037d1decf9cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"month\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"education\", \"month\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"month\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"month\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"education\", \"month\", \"target_rate\"], \"rows\": [{\"education\": \"primary\", \"month\": \"jun\", \"target_rate\": 0.9487870619946092}, {\"education\": \"primary\", \"month\": \"may\", \"target_rate\": 0.9473013174670634}, {\"education\": \"unknown\", \"month\": \"may\", \"target_rate\": 0.9370503597122302}, {\"education\": \"secondary\", \"month\": \"may\", \"target_rate\": 0.9370496776640121}, {\"education\": \"unknown\", \"month\": \"jun\", \"target_rate\": 0.9301587301587302}, {\"education\": \"primary\", \"month\": \"jul\", \"target_rate\": 0.9178208679593721}, {\"education\": \"secondary\", \"month\": \"jul\", \"target_rate\": 0.9139054861488322}, {\"education\": \"primary\", \"month\": \"aug\", \"target_rate\": 0.9090909090909091}, {\"education\": \"tertiary\", \"month\": \"may\", \"target_rate\": 0.9090291921249152}, {\"education\": \"secondary\", \"month\": \"jan\", \"target_rate\": 0.9079320113314447}, {\"education\": \"unknown\", \"month\": \"nov\", \"target_rate\": 0.907563025210084}, {\"education\": \"primary\", \"month\": \"nov\", \"target_rate\": 0.9074889867841409}, {\"education\": \"tertiary\", \"month\": \"jan\", \"target_rate\": 0.9047619047619048}, {\"education\": \"tertiary\", \"month\": \"jul\", \"target_rate\": 0.9030172413793104}, {\"education\": \"secondary\", \"month\": \"jun\", \"target_rate\": 0.9009633911368016}, {\"education\": \"secondary\", \"month\": \"nov\", \"target_rate\": 0.8978522786799371}, {\"education\": \"tertiary\", \"month\": \"nov\", \"target_rate\": 0.8958333333333334}, {\"education\": \"unknown\", \"month\": \"jan\", \"target_rate\": 0.8947368421052632}, {\"education\": \"secondary\", \"month\": \"aug\", \"target_rate\": 0.8943820224719101}, {\"education\": \"primary\", \"month\": \"feb\", \"target_rate\": 0.8856304985337243}, {\"education\": \"tertiary\", \"month\": \"aug\", \"target_rate\": 0.88373804267844}, {\"education\": \"primary\", \"month\": \"apr\", \"target_rate\": 0.8568075117370892}, {\"education\": \"secondary\", \"month\": \"feb\", \"target_rate\": 0.8567141785446362}, {\"education\": \"unknown\", \"month\": \"jul\", \"target_rate\": 0.8503649635036497}, {\"education\": \"primary\", \"month\": \"jan\", \"target_rate\": 0.8427672955974843}, {\"education\": \"unknown\", \"month\": \"aug\", \"target_rate\": 0.8418079096045198}, {\"education\": \"tertiary\", \"month\": \"jun\", \"target_rate\": 0.8406676783004552}, {\"education\": \"secondary\", \"month\": \"apr\", \"target_rate\": 0.840025493945188}, {\"education\": \"unknown\", \"month\": \"feb\", \"target_rate\": 0.8113207547169812}, {\"education\": \"tertiary\", \"month\": \"feb\", \"target_rate\": 0.7802071346375143}, {\"education\": \"unknown\", \"month\": \"mar\", \"target_rate\": 0.7692307692307693}, {\"education\": \"tertiary\", \"month\": \"apr\", \"target_rate\": 0.7194679564691656}, {\"education\": \"unknown\", \"month\": \"apr\", \"target_rate\": 0.7}, {\"education\": \"primary\", \"month\": \"oct\", \"target_rate\": 0.6597938144329897}, {\"education\": \"primary\", \"month\": \"sep\", \"target_rate\": 0.6301369863013698}, {\"education\": \"unknown\", \"month\": \"sep\", \"target_rate\": 0.6190476190476191}, {\"education\": \"tertiary\", \"month\": \"oct\", \"target_rate\": 0.5714285714285714}, {\"education\": \"primary\", \"month\": \"dec\", \"target_rate\": 0.5652173913043478}, {\"education\": \"tertiary\", \"month\": \"dec\", \"target_rate\": 0.5526315789473685}, {\"education\": \"secondary\", \"month\": \"oct\", \"target_rate\": 0.5448717948717948}, {\"education\": \"primary\", \"month\": \"mar\", \"target_rate\": 0.5319148936170213}, {\"education\": \"secondary\", \"month\": \"sep\", \"target_rate\": 0.5283842794759825}, {\"education\": \"secondary\", \"month\": \"dec\", \"target_rate\": 0.5148514851485149}, {\"education\": \"unknown\", \"month\": \"dec\", \"target_rate\": 0.5}, {\"education\": \"tertiary\", \"month\": \"sep\", \"target_rate\": 0.4978723404255319}, {\"education\": \"secondary\", \"month\": \"mar\", \"target_rate\": 0.4864864864864865}, {\"education\": \"tertiary\", \"month\": \"mar\", \"target_rate\": 0.4292237442922374}, {\"education\": \"unknown\", \"month\": \"oct\", \"target_rate\": 0.40476190476190477}], \"row_count_returned\": 48, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 50.06}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f58eb60947bf2d3b4c9255f13d69f31f56d6bd87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:21:56.012455+00:00", + "ended_at": "2026-05-04T08:22:06.704675+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_6fd3e32f26d6cb10", + "problem_id": "v2p_m8_042d71b080f671d3", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=education, group_col_2=month, target_col=y.", + "bindings": { + "group_col": "education", + "group_col_2": "month", + "target_col": "y", + "target_value": "no", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=44" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_6fd3e32f26d6cb10.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_6fd3e32f26d6cb10", + "api_calls": 0, + "input_tokens": 22699, + "cached_input_tokens": 21888, + "output_tokens": 134, + "total_tokens": 22833, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2608, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2726, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10609.54, + "sql_execution_elapsed_ms_total": 50.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_6fd3e32f26d6cb10\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8e1892ca0853f9762e352bff8f4f8e55128a462 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_6fd3e32f26d6cb10/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:06.646989+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10609.54, "started_at": "2026-05-04T08:21:56.020828+00:00", "ended_at": "2026-05-04T08:22:06.630473+00:00", "prompt_metrics": {"chars": 9247, "bytes_utf8": 9247, "lines": 303, "estimated_tokens": 2608}, "response_metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22699, "cached_input_tokens": 21888, "output_tokens": 134}, "stderr_preview": "2026-05-04T08:21:56.212955Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:58.569342Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a95dfdd4cae8faea55edbcb554f118e22a0aec0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_706c2cc102c6ed41\n-- problem_id: v2p_m8_4fa8c99372820aed\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"duration\",\n COUNT(*) AS support,\n AVG(\"age\") AS avg_response\nFROM \"m8\"\nGROUP BY \"duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_706c2cc102c6ed41\\n-- problem_id: v2p_m8_4fa8c99372820aed\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"age\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"duration\", \"support\", \"avg_response\"], \"rows\": [{\"duration\": \"124\", \"support\": 188, \"avg_response\": 41.441489361702125}, {\"duration\": \"90\", \"support\": 184, \"avg_response\": 41.483695652173914}, {\"duration\": \"89\", \"support\": 177, \"avg_response\": 41.7909604519774}, {\"duration\": \"122\", \"support\": 175, \"avg_response\": 42.25142857142857}, {\"duration\": \"114\", \"support\": 175, \"avg_response\": 41.04571428571428}, {\"duration\": \"104\", \"support\": 175, \"avg_response\": 40.97714285714286}, {\"duration\": \"139\", \"support\": 174, \"avg_response\": 42.18390804597701}, {\"duration\": \"112\", \"support\": 174, \"avg_response\": 41.86206896551724}, {\"duration\": \"136\", \"support\": 174, \"avg_response\": 40.64367816091954}, {\"duration\": \"121\", \"support\": 173, \"avg_response\": 40.73988439306358}, {\"duration\": \"88\", \"support\": 170, \"avg_response\": 41.705882352941174}, {\"duration\": \"91\", \"support\": 170, \"avg_response\": 41.64705882352941}, {\"duration\": \"119\", \"support\": 170, \"avg_response\": 40.81764705882353}, {\"duration\": \"103\", \"support\": 169, \"avg_response\": 41.63905325443787}, {\"duration\": \"92\", \"support\": 168, \"avg_response\": 42.92261904761905}, {\"duration\": \"97\", \"support\": 168, \"avg_response\": 42.86904761904762}, {\"duration\": \"123\", \"support\": 168, \"avg_response\": 41.392857142857146}, {\"duration\": \"113\", \"support\": 166, \"avg_response\": 42.2289156626506}, {\"duration\": \"73\", \"support\": 166, \"avg_response\": 42.126506024096386}, {\"duration\": \"85\", \"support\": 166, \"avg_response\": 41.463855421686745}, {\"duration\": \"81\", \"support\": 166, \"avg_response\": 41.12048192771084}, {\"duration\": \"111\", \"support\": 166, \"avg_response\": 40.68674698795181}, {\"duration\": \"82\", \"support\": 165, \"avg_response\": 42.30909090909091}, {\"duration\": \"106\", \"support\": 165, \"avg_response\": 41.71515151515152}, {\"duration\": \"108\", \"support\": 165, \"avg_response\": 40.97575757575758}, {\"duration\": \"125\", \"support\": 165, \"avg_response\": 40.806060606060605}, {\"duration\": \"80\", \"support\": 164, \"avg_response\": 42.140243902439025}, {\"duration\": \"126\", \"support\": 163, \"avg_response\": 41.09815950920245}, {\"duration\": \"87\", \"support\": 163, \"avg_response\": 40.938650306748464}, {\"duration\": \"101\", \"support\": 163, \"avg_response\": 39.57055214723926}, {\"duration\": \"71\", \"support\": 162, \"avg_response\": 42.23456790123457}, {\"duration\": \"98\", \"support\": 162, \"avg_response\": 41.074074074074076}, {\"duration\": \"150\", \"support\": 161, \"avg_response\": 41.850931677018636}, {\"duration\": \"110\", \"support\": 161, \"avg_response\": 41.72049689440994}, {\"duration\": \"72\", \"support\": 161, \"avg_response\": 40.08074534161491}, {\"duration\": \"135\", \"support\": 160, \"avg_response\": 41.65625}, {\"duration\": \"102\", \"support\": 160, \"avg_response\": 41.275}, {\"duration\": \"76\", \"support\": 160, \"avg_response\": 40.41875}, {\"duration\": \"166\", \"support\": 159, \"avg_response\": 40.9496855345912}, {\"duration\": \"100\", \"support\": 159, \"avg_response\": 40.534591194968556}, {\"duration\": \"151\", \"support\": 157, \"avg_response\": 42.254777070063696}, {\"duration\": \"157\", \"support\": 157, \"avg_response\": 41.98089171974522}, {\"duration\": \"109\", \"support\": 156, \"avg_response\": 40.94871794871795}, {\"duration\": \"158\", \"support\": 156, \"avg_response\": 40.57692307692308}, {\"duration\": \"95\", \"support\": 156, \"avg_response\": 40.47435897435897}, {\"duration\": \"67\", \"support\": 155, \"avg_response\": 42.30967741935484}, {\"duration\": \"96\", \"support\": 155, \"avg_response\": 41.58709677419355}, {\"duration\": \"77\", \"support\": 155, \"avg_response\": 41.303225806451614}, {\"duration\": \"93\", \"support\": 155, \"avg_response\": 40.39354838709677}, {\"duration\": \"128\", \"support\": 154, \"avg_response\": 42.298701298701296}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 36.67}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4c18f3bc67f44bd56094e6f0696033f09243e2df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.589999+00:00", + "ended_at": "2026-05-04T08:57:11.631090+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_706c2cc102c6ed41", + "problem_id": "v2p_m8_4fa8c99372820aed", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=age, key_col=duration.", + "bindings": { + "key_col": "duration", + "measure_col": "age", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_706c2cc102c6ed41.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0bac9e69d3a3b064c5aa872585d1f0ce51fd28a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9145, "bytes_utf8": 9145, "lines": 302, "estimated_tokens": 2558}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 417, "bytes_utf8": 417, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22647, "cached_input_tokens": 19840, "output_tokens": 118}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d2a4537925225be901a9720b1d44107b5ab1b530 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_71cf5ee9629c4b6e", + "api_calls": 0, + "input_tokens": 22647, + "cached_input_tokens": 19840, + "output_tokens": 118, + "total_tokens": 22765, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2558, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10350.33, + "sql_execution_elapsed_ms_total": 12.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_71cf5ee9629c4b6e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..43c79bd116c95e700f1214d2be3203da40dc5a68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:12:20.061051+00:00", + "ended_at": "2026-05-04T08:12:30.411780+00:00", + "elapsed_ms": 10350.33, + "prompt_metrics": { + "chars": 9145, + "bytes_utf8": 9145, + "lines": 302, + "estimated_tokens": 2558 + }, + "stdout_metrics": { + "chars": 743, + "bytes_utf8": 743, + "lines": 4, + "estimated_tokens": 209 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13240 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 417, + "bytes_utf8": 417, + "lines": 1, + "estimated_tokens": 102 + }, + "usage": { + "input_tokens": 22647, + "cached_input_tokens": 19840, + "output_tokens": 118 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b289f8a95928b218b23ae8f51ef2c3e7e3f0980 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=marital.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "marital", + "predicate_col": "default", + "predicate_op": "=", + "predicate_value": "yes", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29040f36d0763d3ad6a9820bf46a96882c3e3185 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-9b69-7971-b8cf-38f43e27e160"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"marital\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"default\\\" = 'yes'\\nGROUP BY \\\"marital\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles group_col=\\\"marital\\\" and predicate_col=\\\"default\\\". Identifier names are double-quoted and the predicate value is a string literal.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22647,"cached_input_tokens":19840,"output_tokens":118}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54a0f8477cf73e8bf751ffe125d29ab90ed416cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"marital\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"default\" = 'yes'\nGROUP BY \"marital\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the required Filtered Top-k Group Count template with bound roles group_col=\"marital\" and predicate_col=\"default\". Identifier names are double-quoted and the predicate value is a string literal."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..61efdb53601935bd92ee618f9606c2062d9899ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:20.270196Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:22.868714Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:29.822471Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..682e2c7f79b6e647aefc27aad681f851cccdd9c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=marital. +Result preview: [{"marital": "married", "support": 448}, {"marital": "single", "support": 239}, {"marital": "divorced", "support": 128}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8be4f7aeb92798c1c698b98d854ebc360751e1ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_71cf5ee9629c4b6e +-- problem_id: v2p_m8_52a0664837cbfd55 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", COUNT(*) AS support +FROM "m8" +WHERE "default" = 'yes' +GROUP BY "marital" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e95067eeb873ed7bbe8198f90ebe4a69585c1c96 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"marital\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"default\" = 'yes'\nGROUP BY \"marital\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"marital\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"default\\\" = 'yes'\\nGROUP BY \\\"marital\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"marital\", \"support\"], \"rows\": [{\"marital\": \"married\", \"support\": 448}, {\"marital\": \"single\", \"support\": 239}, {\"marital\": \"divorced\", \"support\": 128}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.21}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cabbc38fcfebdd96748c0195c2d07d7edb5a9baf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:12:20.053371+00:00", + "ended_at": "2026-05-04T08:12:30.448774+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_71cf5ee9629c4b6e", + "problem_id": "v2p_m8_52a0664837cbfd55", + "dataset_id": "m8", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=marital.", + "bindings": { + "group_col": "marital", + "predicate_col": "default", + "predicate_op": "=", + "predicate_value": "yes", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_71cf5ee9629c4b6e.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_71cf5ee9629c4b6e", + "api_calls": 0, + "input_tokens": 22647, + "cached_input_tokens": 19840, + "output_tokens": 118, + "total_tokens": 22765, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2558, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10350.33, + "sql_execution_elapsed_ms_total": 12.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_71cf5ee9629c4b6e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d891afe57aaf7c8098689b2c9bcb7443d514f6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_71cf5ee9629c4b6e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:30.428727+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10350.33, "started_at": "2026-05-04T08:12:20.061051+00:00", "ended_at": "2026-05-04T08:12:30.411780+00:00", "prompt_metrics": {"chars": 9145, "bytes_utf8": 9145, "lines": 302, "estimated_tokens": 2558}, "response_metrics": {"chars": 417, "bytes_utf8": 417, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22647, "cached_input_tokens": 19840, "output_tokens": 118}, "stderr_preview": "2026-05-04T08:12:20.270196Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:22.868714Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=education, group_col_2=campaign, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "education", + "group_col_2": "campaign", + "target_col": "y", + "target_value": "yes", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..15187878e8b5ed7674de15a9eab1c3b032f8d644 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-8f02-7db2-8125-edf92640fc3f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"campaign\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"campaign\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=education, group_col_2=campaign, target_col=y, target_value='yes'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22699,"cached_input_tokens":21888,"output_tokens":133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d34eaec276bb9b0171ac2e1757cd42d569538f02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"campaign\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"education\", \"campaign\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=education, group_col_2=campaign, target_col=y, target_value='yes'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..82ce9f7b795a9b048a9e1720903e99260cf7af30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:06.921710Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:09.313220Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:16.759951Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..65946c67cfddbe08794d73902336339a6806319f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=education, group_col_2=campaign, target_col=y. +Result preview: [{"education": "primary", "campaign": "32", "target_rate": 0.3333333333333333}, {"education": "primary", "campaign": "17", "target_rate": 0.25}, {"education": "unknown", "campaign": "17", "target_rate": 0.25}, {"education": "tertiary", "campaign": "1", "target_rate": 0.18253968253968253}, {"education": "secondary", "campaign": "29", "target_rate": 0.16666666666666666}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d7b281716626defb996b801669d69ede313c059 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_72cc80faf1f34d96 +-- problem_id: v2p_m8_95d5539e14c7308e +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "campaign", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "education", "campaign" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f0ffe0c2f476e4c6bd91c7b083e2eaa0f104e8fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"campaign\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"education\", \"campaign\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"campaign\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"campaign\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"education\", \"campaign\", \"target_rate\"], \"rows\": [{\"education\": \"primary\", \"campaign\": \"32\", \"target_rate\": 0.3333333333333333}, {\"education\": \"primary\", \"campaign\": \"17\", \"target_rate\": 0.25}, {\"education\": \"unknown\", \"campaign\": \"17\", \"target_rate\": 0.25}, {\"education\": \"tertiary\", \"campaign\": \"1\", \"target_rate\": 0.18253968253968253}, {\"education\": \"secondary\", \"campaign\": \"29\", \"target_rate\": 0.16666666666666666}, {\"education\": \"unknown\", \"campaign\": \"1\", \"target_rate\": 0.16154873164218958}, {\"education\": \"tertiary\", \"campaign\": \"2\", \"target_rate\": 0.1483279395900755}, {\"education\": \"tertiary\", \"campaign\": \"3\", \"target_rate\": 0.14657360406091371}, {\"education\": \"unknown\", \"campaign\": \"2\", \"target_rate\": 0.1401151631477927}, {\"education\": \"secondary\", \"campaign\": \"1\", \"target_rate\": 0.1367428757178459}, {\"education\": \"unknown\", \"campaign\": \"3\", \"target_rate\": 0.13333333333333333}, {\"education\": \"unknown\", \"campaign\": \"4\", \"target_rate\": 0.12389380530973451}, {\"education\": \"tertiary\", \"campaign\": \"4\", \"target_rate\": 0.11898274296094459}, {\"education\": \"tertiary\", \"campaign\": \"6\", \"target_rate\": 0.11450381679389313}, {\"education\": \"tertiary\", \"campaign\": \"5\", \"target_rate\": 0.11235955056179775}, {\"education\": \"primary\", \"campaign\": \"1\", \"target_rate\": 0.1021377672209026}, {\"education\": \"tertiary\", \"campaign\": \"11\", \"target_rate\": 0.1016949152542373}, {\"education\": \"secondary\", \"campaign\": \"3\", \"target_rate\": 0.10073969707643536}, {\"education\": \"secondary\", \"campaign\": \"24\", \"target_rate\": 0.1}, {\"education\": \"unknown\", \"campaign\": \"10\", \"target_rate\": 0.1}, {\"education\": \"unknown\", \"campaign\": \"8\", \"target_rate\": 0.09523809523809523}, {\"education\": \"secondary\", \"campaign\": \"2\", \"target_rate\": 0.09472365742915297}, {\"education\": \"primary\", \"campaign\": \"2\", \"target_rate\": 0.09158284806776072}, {\"education\": \"tertiary\", \"campaign\": \"21\", \"target_rate\": 0.09090909090909091}, {\"education\": \"unknown\", \"campaign\": \"11\", \"target_rate\": 0.09090909090909091}, {\"education\": \"tertiary\", \"campaign\": \"8\", \"target_rate\": 0.08974358974358974}, {\"education\": \"primary\", \"campaign\": \"6\", \"target_rate\": 0.085}, {\"education\": \"tertiary\", \"campaign\": \"7\", \"target_rate\": 0.08260869565217391}, {\"education\": \"primary\", \"campaign\": \"3\", \"target_rate\": 0.08059023836549375}, {\"education\": \"secondary\", \"campaign\": \"4\", \"target_rate\": 0.08009286128845038}, {\"education\": \"secondary\", \"campaign\": \"11\", \"target_rate\": 0.07920792079207921}, {\"education\": \"tertiary\", \"campaign\": \"9\", \"target_rate\": 0.07339449541284404}, {\"education\": \"primary\", \"campaign\": \"5\", \"target_rate\": 0.07046979865771812}, {\"education\": \"primary\", \"campaign\": \"9\", \"target_rate\": 0.06818181818181818}, {\"education\": \"secondary\", \"campaign\": \"20\", \"target_rate\": 0.06666666666666667}, {\"education\": \"unknown\", \"campaign\": \"9\", \"target_rate\": 0.06666666666666667}, {\"education\": \"secondary\", \"campaign\": \"15\", \"target_rate\": 0.06521739130434782}, {\"education\": \"secondary\", \"campaign\": \"7\", \"target_rate\": 0.06267806267806268}, {\"education\": \"secondary\", \"campaign\": \"5\", \"target_rate\": 0.06257110352673492}, {\"education\": \"secondary\", \"campaign\": \"14\", \"target_rate\": 0.061224489795918366}, {\"education\": \"primary\", \"campaign\": \"4\", \"target_rate\": 0.05811965811965812}, {\"education\": \"unknown\", \"campaign\": \"6\", \"target_rate\": 0.057692307692307696}, {\"education\": \"secondary\", \"campaign\": \"17\", \"target_rate\": 0.05714285714285714}, {\"education\": \"tertiary\", \"campaign\": \"13\", \"target_rate\": 0.05714285714285714}, {\"education\": \"secondary\", \"campaign\": \"9\", \"target_rate\": 0.05660377358490566}, {\"education\": \"unknown\", \"campaign\": \"5\", \"target_rate\": 0.05660377358490566}, {\"education\": \"primary\", \"campaign\": \"12\", \"target_rate\": 0.05555555555555555}, {\"education\": \"secondary\", \"campaign\": \"10\", \"target_rate\": 0.05555555555555555}, {\"education\": \"unknown\", \"campaign\": \"7\", \"target_rate\": 0.05555555555555555}, {\"education\": \"secondary\", \"campaign\": \"13\", \"target_rate\": 0.05405405405405406}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 62.19}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6036d68979c0c1fb5f0371d353779493dc00347b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:22:06.706957+00:00", + "ended_at": "2026-05-04T08:22:17.692440+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_72cc80faf1f34d96", + "problem_id": "v2p_m8_95d5539e14c7308e", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=education, group_col_2=campaign, target_col=y.", + "bindings": { + "group_col": "education", + "group_col_2": "campaign", + "target_col": "y", + "target_value": "yes", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=45" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_72cc80faf1f34d96.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_72cc80faf1f34d96", + "api_calls": 0, + "input_tokens": 22699, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 22832, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2608, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2725, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10884.52, + "sql_execution_elapsed_ms_total": 62.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_72cc80faf1f34d96\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e90c4f3b1a565a8f89f537d7441465a893e9984 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_72cc80faf1f34d96/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:17.622587+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10884.52, "started_at": "2026-05-04T08:22:06.713873+00:00", "ended_at": "2026-05-04T08:22:17.598481+00:00", "prompt_metrics": {"chars": 9244, "bytes_utf8": 9244, "lines": 303, "estimated_tokens": 2608}, "response_metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22699, "cached_input_tokens": 21888, "output_tokens": 133}, "stderr_preview": "2026-05-04T08:22:06.921710Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:09.313220Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=marital, measure_col=age.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "marital", + "measure_col": "age", + "item_col": "balance", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..10d4b1197a7dad1f26e2f9aa82fc367d4ac61dd4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21c-6394-7e71-bdce-412148a1d118"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"marital\\\", \\\"balance\\\",\\n SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"age\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"age\\\" AS REAL))) OVER (PARTITION BY \\\"marital\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"balance\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided template with group_col=\\\"marital\\\", item_col=\\\"balance\\\", and measure_col=\\\"age\\\". Cast \\\"age\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22719,"cached_input_tokens":21888,"output_tokens":238}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ee847cae51b49f7187eb1c09938f0d6025fa9e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"marital\", \"balance\",\n SUM(CAST(\"age\" AS REAL)) AS total_measure,\n SUM(CAST(\"age\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"age\" AS REAL))) OVER (PARTITION BY \"marital\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"marital\", \"balance\"\nORDER BY share_within_group DESC;","notes":"Applied the provided template with group_col=\"marital\", item_col=\"balance\", and measure_col=\"age\". Cast \"age\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5aec703e08851e2d30ab354b41ddf0c0f45486e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:30:40.069945Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:30:42.408392Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:30:52.161446Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..20501574370a2a5bdbc2f61813180576a1c9128d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=marital, measure_col=age. +Result preview: [{"marital": "divorced", "balance": "0", "total_measure": 21587.0, "share_within_group": 9.055253531997717}, {"marital": "married", "balance": "0", "total_measure": 99070.0, "share_within_group": 8.38646652693455}, {"marital": "single", "balance": "0", "total_measure": 26824.0, "share_within_group": 6.222698559620662}, {"marital": "divorced", "balance": "1", "total_measure": 1453.0, "share_within_group": 0.6095003188026444}, {"marital": "single", "balance": "1", "total_measure": 1855.0, "share_within_group": 0.4303275360906773}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3dd9741f1f47c7cff4bb894033ae8995891ce5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_7430a9ff2bf961d0 +-- problem_id: v2p_m8_42c51714e154cf7c +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", "balance", + SUM(CAST("age" AS REAL)) AS total_measure, + SUM(CAST("age" AS REAL)) * 100.0 / SUM(SUM(CAST("age" AS REAL))) OVER (PARTITION BY "marital") AS share_within_group +FROM "m8" +GROUP BY "marital", "balance" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1014db9b05ec66b9c8c455e8fd5a9651e90eca19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"marital\", \"balance\",\n SUM(CAST(\"age\" AS REAL)) AS total_measure,\n SUM(CAST(\"age\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"age\" AS REAL))) OVER (PARTITION BY \"marital\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"marital\", \"balance\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"marital\\\", \\\"balance\\\",\\n SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"age\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"age\\\" AS REAL))) OVER (PARTITION BY \\\"marital\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"balance\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"marital\", \"balance\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"marital\": \"divorced\", \"balance\": \"0\", \"total_measure\": 21587.0, \"share_within_group\": 9.055253531997717}, {\"marital\": \"married\", \"balance\": \"0\", \"total_measure\": 99070.0, \"share_within_group\": 8.38646652693455}, {\"marital\": \"single\", \"balance\": \"0\", \"total_measure\": 26824.0, \"share_within_group\": 6.222698559620662}, {\"marital\": \"divorced\", \"balance\": \"1\", \"total_measure\": 1453.0, \"share_within_group\": 0.6095003188026444}, {\"marital\": \"single\", \"balance\": \"1\", \"total_measure\": 1855.0, \"share_within_group\": 0.4303275360906773}, {\"marital\": \"divorced\", \"balance\": \"4\", \"total_measure\": 854.0, \"share_within_group\": 0.3582334977683815}, {\"marital\": \"divorced\", \"balance\": \"2\", \"total_measure\": 849.0, \"share_within_group\": 0.35613611195006545}, {\"marital\": \"single\", \"balance\": \"3\", \"total_measure\": 1521.0, \"share_within_group\": 0.3528453813444314}, {\"marital\": \"married\", \"balance\": \"1\", \"total_measure\": 4053.0, \"share_within_group\": 0.3430942650011682}, {\"marital\": \"single\", \"balance\": \"2\", \"total_measure\": 1432.0, \"share_within_group\": 0.3321989389120485}, {\"marital\": \"divorced\", \"balance\": \"6\", \"total_measure\": 783.0, \"share_within_group\": 0.32845061914829354}, {\"marital\": \"married\", \"balance\": \"2\", \"total_measure\": 3777.0, \"share_within_group\": 0.3197303328175209}, {\"marital\": \"married\", \"balance\": \"4\", \"total_measure\": 3410.0, \"share_within_group\": 0.28866307516752615}, {\"marital\": \"single\", \"balance\": \"4\", \"total_measure\": 1201.0, \"share_within_group\": 0.27861098158754904}, {\"marital\": \"divorced\", \"balance\": \"47\", \"total_measure\": 641.0, \"share_within_group\": 0.2688848619081177}, {\"marital\": \"married\", \"balance\": \"3\", \"total_measure\": 3057.0, \"share_within_group\": 0.2587809445123541}, {\"marital\": \"divorced\", \"balance\": \"20\", \"total_measure\": 597.0, \"share_within_group\": 0.25042786670693645}, {\"marital\": \"single\", \"balance\": \"5\", \"total_measure\": 1077.0, \"share_within_group\": 0.24984515168175714}, {\"marital\": \"divorced\", \"balance\": \"36\", \"total_measure\": 590.0, \"share_within_group\": 0.247491526561294}, {\"marital\": \"married\", \"balance\": \"5\", \"total_measure\": 2773.0, \"share_within_group\": 0.23473979690309385}, {\"marital\": \"divorced\", \"balance\": \"5\", \"total_measure\": 557.0, \"share_within_group\": 0.23364878016040808}, {\"marital\": \"divorced\", \"balance\": \"75\", \"total_measure\": 535.0, \"share_within_group\": 0.22442028255981744}, {\"marital\": \"divorced\", \"balance\": \"3\", \"total_measure\": 533.0, \"share_within_group\": 0.22358132823249102}, {\"marital\": \"divorced\", \"balance\": \"83\", \"total_measure\": 520.0, \"share_within_group\": 0.21812812510486929}, {\"marital\": \"divorced\", \"balance\": \"315\", \"total_measure\": 519.0, \"share_within_group\": 0.2177086479412061}, {\"marital\": \"divorced\", \"balance\": \"21\", \"total_measure\": 514.0, \"share_within_group\": 0.21561126212289003}, {\"marital\": \"divorced\", \"balance\": \"12\", \"total_measure\": 485.0, \"share_within_group\": 0.20344642437665694}, {\"marital\": \"divorced\", \"balance\": \"8\", \"total_measure\": 479.0, \"share_within_group\": 0.20092956139467769}, {\"marital\": \"single\", \"balance\": \"23\", \"total_measure\": 850.0, \"share_within_group\": 0.19718512435421873}, {\"marital\": \"single\", \"balance\": \"145\", \"total_measure\": 840.0, \"share_within_group\": 0.19486529936181615}, {\"marital\": \"divorced\", \"balance\": \"55\", \"total_measure\": 464.0, \"share_within_group\": 0.19463740393972953}, {\"marital\": \"divorced\", \"balance\": \"25\", \"total_measure\": 460.0, \"share_within_group\": 0.1929594952850767}, {\"marital\": \"single\", \"balance\": \"181\", \"total_measure\": 824.0, \"share_within_group\": 0.19115357937397204}, {\"marital\": \"single\", \"balance\": \"16\", \"total_measure\": 821.0, \"share_within_group\": 0.19045763187625125}, {\"marital\": \"divorced\", \"balance\": \"221\", \"total_measure\": 452.0, \"share_within_group\": 0.189603677975771}, {\"marital\": \"divorced\", \"balance\": \"43\", \"total_measure\": 447.0, \"share_within_group\": 0.18750629215745496}, {\"marital\": \"divorced\", \"balance\": \"66\", \"total_measure\": 446.0, \"share_within_group\": 0.18708681499379173}, {\"marital\": \"divorced\", \"balance\": \"23\", \"total_measure\": 442.0, \"share_within_group\": 0.1854089063391389}, {\"marital\": \"divorced\", \"balance\": \"26\", \"total_measure\": 442.0, \"share_within_group\": 0.1854089063391389}, {\"marital\": \"divorced\", \"balance\": \"81\", \"total_measure\": 429.0, \"share_within_group\": 0.17995570321151716}, {\"marital\": \"single\", \"balance\": \"18\", \"total_measure\": 773.0, \"share_within_group\": 0.1793224719127189}, {\"marital\": \"divorced\", \"balance\": \"28\", \"total_measure\": 427.0, \"share_within_group\": 0.17911674888419074}, {\"marital\": \"divorced\", \"balance\": \"146\", \"total_measure\": 424.0, \"share_within_group\": 0.17785831739320113}, {\"marital\": \"married\", \"balance\": \"6\", \"total_measure\": 2093.0, \"share_within_group\": 0.17717648572599187}, {\"marital\": \"single\", \"balance\": \"33\", \"total_measure\": 761.0, \"share_within_group\": 0.1765386819218358}, {\"marital\": \"divorced\", \"balance\": \"145\", \"total_measure\": 420.0, \"share_within_group\": 0.17618040873854826}, {\"marital\": \"single\", \"balance\": \"91\", \"total_measure\": 736.0, \"share_within_group\": 0.1707391194408294}, {\"marital\": \"divorced\", \"balance\": \"-1\", \"total_measure\": 404.0, \"share_within_group\": 0.1694687741199369}, {\"marital\": \"divorced\", \"balance\": \"94\", \"total_measure\": 401.0, \"share_within_group\": 0.16821034262894727}, {\"marital\": \"married\", \"balance\": \"8\", \"total_measure\": 1976.0, \"share_within_group\": 0.16727221012640225}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 143.16}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..136fcbc34d47a77369f22b8de15648e2fc4e552b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:30:39.878626+00:00", + "ended_at": "2026-05-04T08:30:53.192373+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_7430a9ff2bf961d0", + "problem_id": "v2p_m8_42c51714e154cf7c", + "dataset_id": "m8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=marital, measure_col=age.", + "bindings": { + "group_col": "marital", + "measure_col": "age", + "item_col": "balance", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_7430a9ff2bf961d0.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7430a9ff2bf961d0", + "api_calls": 0, + "input_tokens": 22719, + "cached_input_tokens": 21888, + "output_tokens": 238, + "total_tokens": 22957, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2628, + "estimated_output_tokens": 148, + "estimated_total_tokens": 2776, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13128.13, + "sql_execution_elapsed_ms_total": 143.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_7430a9ff2bf961d0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a42ad522fe6ddcabcfb9b00f86a20f20d647770 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7430a9ff2bf961d0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:30:53.038304+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13128.13, "started_at": "2026-05-04T08:30:39.887416+00:00", "ended_at": "2026-05-04T08:30:53.014862+00:00", "prompt_metrics": {"chars": 9352, "bytes_utf8": 9352, "lines": 302, "estimated_tokens": 2628}, "response_metrics": {"chars": 536, "bytes_utf8": 536, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 22719, "cached_input_tokens": 21888, "output_tokens": 238}, "stderr_preview": "2026-05-04T08:30:40.069945Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:30:42.408392Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=default, measure_col=pdays.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "default", + "measure_col": "pdays", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e25dbe125e439fe5b31f4ca0091b1a1afeba5720 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df230-fb77-7ed2-bf09-ebbe4559c4ff"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"default\\\", SUM(CAST(\\\"pdays\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\"\\nHAVING SUM(CAST(\\\"pdays\\\" AS REAL)) > -1.0\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the requested template with group_col=\\\"default\\\" and measure_col=\\\"pdays\\\". CAST was added because the schema stores \\\"pdays\\\" as TEXT, and SQLite needs numeric coercion for SUM and threshold comparison.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22644,"cached_input_tokens":19840,"output_tokens":162}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a3fbdaa86e84b2f8dfa4bc82fb9005fefa1b46b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"default\", SUM(CAST(\"pdays\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"default\"\nHAVING SUM(CAST(\"pdays\" AS REAL)) > -1.0\nORDER BY total_measure DESC\nLIMIT 19;","notes":"Used the requested template with group_col=\"default\" and measure_col=\"pdays\". CAST was added because the schema stores \"pdays\" as TEXT, and SQLite needs numeric coercion for SUM and threshold comparison."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae6b5fd3bcdcd585f2c66e1608c9430bc7bd30f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:53:09.706690Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:53:12.237676Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:53:21.371073Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a0e64fd11e981eb43831f4915e4f3eba55fa53f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=default, measure_col=pdays. +Result preview: [{"default": "no", "total_measure": 1802679.0}, {"default": "yes", "total_measure": 14705.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ceeac5cc17e8285fcd83e94a1d0b5d3a66882842 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_7450c7eb473acef4 +-- problem_id: v2p_m8_5b38c0536e7689d3 +-- realization_mode: agent +-- source_kind: agent +SELECT "default", SUM(CAST("pdays" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "default" +HAVING SUM(CAST("pdays" AS REAL)) > -1.0 +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dbe4bd2c3cffb9496b7157bc11ee6451bd7008be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"default\", SUM(CAST(\"pdays\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"default\"\nHAVING SUM(CAST(\"pdays\" AS REAL)) > -1.0\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"default\\\", SUM(CAST(\\\"pdays\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\"\\nHAVING SUM(CAST(\\\"pdays\\\" AS REAL)) > -1.0\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"default\", \"total_measure\"], \"rows\": [{\"default\": \"no\", \"total_measure\": 1802679.0}, {\"default\": \"yes\", \"total_measure\": 14705.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.27}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3333f76a9114d4165903cea1b057a24c47e19a79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:53:09.476286+00:00", + "ended_at": "2026-05-04T08:53:22.210192+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_7450c7eb473acef4", + "problem_id": "v2p_m8_5b38c0536e7689d3", + "dataset_id": "m8", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=default, measure_col=pdays.", + "bindings": { + "group_col": "default", + "measure_col": "pdays", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=124" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_7450c7eb473acef4.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7450c7eb473acef4", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 19840, + "output_tokens": 162, + "total_tokens": 22806, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2677, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12671.37, + "sql_execution_elapsed_ms_total": 26.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_7450c7eb473acef4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..959d3df5676a8f891e155f5d0a9f0b7141834806 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:53:22.175113+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12671.37, "started_at": "2026-05-04T08:53:09.485105+00:00", "ended_at": "2026-05-04T08:53:22.153278+00:00", "prompt_metrics": {"chars": 9123, "bytes_utf8": 9123, "lines": 300, "estimated_tokens": 2555}, "response_metrics": {"chars": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22644, "cached_input_tokens": 19840, "output_tokens": 162}, "stderr_preview": "2026-05-04T08:53:09.706690Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:53:12.237676Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n -1.0\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the requested template with group_col=\\\"default\\\" and measure_col=\\\"pdays\\\". CAST was added because the schema stores \\\"pdays\\\" as TEXT, and SQLite needs numeric coercion for SUM and threshold comparison.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a5a5baf518e1046446eed2089ac2178623d59a30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7450c7eb473acef4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7450c7eb473acef4", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 19840, + "output_tokens": 162, + "total_tokens": 22806, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2677, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12671.37, + "sql_execution_elapsed_ms_total": 26.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_7450c7eb473acef4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f4c3b1525091384bd487ca7b7103e969cbb2d541 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9349, "bytes_utf8": 9349, "lines": 302, "estimated_tokens": 2626}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 544, "bytes_utf8": 544, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 22717, "cached_input_tokens": 21888, "output_tokens": 186}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e49295ca1903187e95d817f6365f1666f2f6644c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_764049d72ed322c9", + "api_calls": 0, + "input_tokens": 22717, + "cached_input_tokens": 21888, + "output_tokens": 186, + "total_tokens": 22903, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2626, + "estimated_output_tokens": 148, + "estimated_total_tokens": 2774, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11925.6, + "sql_execution_elapsed_ms_total": 50.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_764049d72ed322c9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7bb040bcb8171b85b055378a952ed3281e2437bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:29:24.925163+00:00", + "ended_at": "2026-05-04T08:29:36.850860+00:00", + "elapsed_ms": 11925.6, + "prompt_metrics": { + "chars": 9349, + "bytes_utf8": 9349, + "lines": 302, + "estimated_tokens": 2626 + }, + "stdout_metrics": { + "chars": 894, + "bytes_utf8": 894, + "lines": 4, + "estimated_tokens": 272 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13218 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 544, + "bytes_utf8": 544, + "lines": 1, + "estimated_tokens": 148 + }, + "usage": { + "input_tokens": 22717, + "cached_input_tokens": 21888, + "output_tokens": 186 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..926b7c21e86b59a57bc23b66f451cce154700cb0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, measure_col=campaign.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "campaign", + "item_col": "pdays", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd86b5689dcef4ced1e6c0e18dd0df343e1f284c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-3ec3-7392-b3b7-5312cbff6fd4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"y\\\", \\\"pdays\\\",\\n SUM(CAST(\\\"campaign\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"campaign\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"campaign\\\" AS REAL))) OVER (PARTITION BY \\\"y\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"y\\\", \\\"pdays\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"y\\\", item_col=\\\"pdays\\\", and measure_col=\\\"campaign\\\". CAST to REAL is needed because the SQLite schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22717,"cached_input_tokens":21888,"output_tokens":186}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0afdd94381065724059afb8be06878c7107239d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"y\", \"pdays\",\n SUM(CAST(\"campaign\" AS REAL)) AS total_measure,\n SUM(CAST(\"campaign\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"campaign\" AS REAL))) OVER (PARTITION BY \"y\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"y\", \"pdays\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"y\", item_col=\"pdays\", and measure_col=\"campaign\". CAST to REAL is needed because the SQLite schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..354131f8fdb7112a67a6a23139c735c29aa82123 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:25.123997Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:29:27.486688Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:29:36.104595Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8275722f373d2e2c651129dfcd2a15d529075b7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, measure_col=campaign. +Result preview: [{"y": "no", "pdays": "-1", "total_measure": 100060.0, "share_within_group": 88.05618135736412}, {"y": "yes", "pdays": "-1", "total_measure": 7918.0, "share_within_group": 69.9222889438361}, {"y": "yes", "pdays": "182", "total_measure": 153.0, "share_within_group": 1.3511126810314376}, {"y": "yes", "pdays": "92", "total_measure": 152.0, "share_within_group": 1.342281879194631}, {"y": "yes", "pdays": "181", "total_measure": 125.0, "share_within_group": 1.1038502296008477}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d2a1c0488e04a18fb3a3262d1fddd6b2d4a19d29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_764049d72ed322c9 +-- problem_id: v2p_m8_e5c6079e971f4e8b +-- realization_mode: agent +-- source_kind: agent +SELECT "y", "pdays", + SUM(CAST("campaign" AS REAL)) AS total_measure, + SUM(CAST("campaign" AS REAL)) * 100.0 / SUM(SUM(CAST("campaign" AS REAL))) OVER (PARTITION BY "y") AS share_within_group +FROM "m8" +GROUP BY "y", "pdays" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5578ffb5880d354b2bfbe733c7a9abad5ed5a0ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"y\", \"pdays\",\n SUM(CAST(\"campaign\" AS REAL)) AS total_measure,\n SUM(CAST(\"campaign\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"campaign\" AS REAL))) OVER (PARTITION BY \"y\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"y\", \"pdays\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"y\\\", \\\"pdays\\\",\\n SUM(CAST(\\\"campaign\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"campaign\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"campaign\\\" AS REAL))) OVER (PARTITION BY \\\"y\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"y\\\", \\\"pdays\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"y\", \"pdays\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"y\": \"no\", \"pdays\": \"-1\", \"total_measure\": 100060.0, \"share_within_group\": 88.05618135736412}, {\"y\": \"yes\", \"pdays\": \"-1\", \"total_measure\": 7918.0, \"share_within_group\": 69.9222889438361}, {\"y\": \"yes\", \"pdays\": \"182\", \"total_measure\": 153.0, \"share_within_group\": 1.3511126810314376}, {\"y\": \"yes\", \"pdays\": \"92\", \"total_measure\": 152.0, \"share_within_group\": 1.342281879194631}, {\"y\": \"yes\", \"pdays\": \"181\", \"total_measure\": 125.0, \"share_within_group\": 1.1038502296008477}, {\"y\": \"yes\", \"pdays\": \"183\", \"total_measure\": 121.0, \"share_within_group\": 1.0685270222536207}, {\"y\": \"yes\", \"pdays\": \"91\", \"total_measure\": 102.0, \"share_within_group\": 0.9007417873542918}, {\"y\": \"yes\", \"pdays\": \"184\", \"total_measure\": 85.0, \"share_within_group\": 0.7506181561285765}, {\"y\": \"yes\", \"pdays\": \"93\", \"total_measure\": 74.0, \"share_within_group\": 0.6534793359237019}, {\"y\": \"yes\", \"pdays\": \"185\", \"total_measure\": 67.0, \"share_within_group\": 0.5916637230660544}, {\"y\": \"yes\", \"pdays\": \"95\", \"total_measure\": 57.0, \"share_within_group\": 0.5033557046979866}, {\"y\": \"yes\", \"pdays\": \"94\", \"total_measure\": 56.0, \"share_within_group\": 0.4945249028611798}, {\"y\": \"yes\", \"pdays\": \"90\", \"total_measure\": 54.0, \"share_within_group\": 0.47686329918756626}, {\"y\": \"yes\", \"pdays\": \"97\", \"total_measure\": 52.0, \"share_within_group\": 0.4592016955139527}, {\"y\": \"yes\", \"pdays\": \"98\", \"total_measure\": 51.0, \"share_within_group\": 0.4503708936771459}, {\"y\": \"yes\", \"pdays\": \"187\", \"total_measure\": 40.0, \"share_within_group\": 0.35323207347227126}, {\"y\": \"yes\", \"pdays\": \"186\", \"total_measure\": 38.0, \"share_within_group\": 0.33557046979865773}, {\"y\": \"yes\", \"pdays\": \"87\", \"total_measure\": 36.0, \"share_within_group\": 0.31790886612504415}, {\"y\": \"yes\", \"pdays\": \"179\", \"total_measure\": 33.0, \"share_within_group\": 0.2914164606146238}, {\"y\": \"yes\", \"pdays\": \"189\", \"total_measure\": 31.0, \"share_within_group\": 0.27375485694101026}, {\"y\": \"yes\", \"pdays\": \"88\", \"total_measure\": 29.0, \"share_within_group\": 0.2560932532673967}, {\"y\": \"yes\", \"pdays\": \"96\", \"total_measure\": 29.0, \"share_within_group\": 0.2560932532673967}, {\"y\": \"yes\", \"pdays\": \"99\", \"total_measure\": 26.0, \"share_within_group\": 0.22960084775697634}, {\"y\": \"yes\", \"pdays\": \"105\", \"total_measure\": 25.0, \"share_within_group\": 0.22077004592016955}, {\"y\": \"yes\", \"pdays\": \"180\", \"total_measure\": 24.0, \"share_within_group\": 0.21193924408336276}, {\"y\": \"yes\", \"pdays\": \"195\", \"total_measure\": 24.0, \"share_within_group\": 0.21193924408336276}, {\"y\": \"yes\", \"pdays\": \"89\", \"total_measure\": 24.0, \"share_within_group\": 0.21193924408336276}, {\"y\": \"yes\", \"pdays\": \"188\", \"total_measure\": 23.0, \"share_within_group\": 0.203108442246556}, {\"y\": \"yes\", \"pdays\": \"192\", \"total_measure\": 23.0, \"share_within_group\": 0.203108442246556}, {\"y\": \"yes\", \"pdays\": \"178\", \"total_measure\": 21.0, \"share_within_group\": 0.18544683857294242}, {\"y\": \"yes\", \"pdays\": \"196\", \"total_measure\": 21.0, \"share_within_group\": 0.18544683857294242}, {\"y\": \"yes\", \"pdays\": \"104\", \"total_measure\": 20.0, \"share_within_group\": 0.17661603673613563}, {\"y\": \"yes\", \"pdays\": \"199\", \"total_measure\": 18.0, \"share_within_group\": 0.15895443306252208}, {\"y\": \"yes\", \"pdays\": \"84\", \"total_measure\": 18.0, \"share_within_group\": 0.15895443306252208}, {\"y\": \"yes\", \"pdays\": \"85\", \"total_measure\": 18.0, \"share_within_group\": 0.15895443306252208}, {\"y\": \"yes\", \"pdays\": \"126\", \"total_measure\": 17.0, \"share_within_group\": 0.1501236312257153}, {\"y\": \"no\", \"pdays\": \"175\", \"total_measure\": 165.0, \"share_within_group\": 0.14520557589411434}, {\"y\": \"yes\", \"pdays\": \"102\", \"total_measure\": 16.0, \"share_within_group\": 0.14129282938890853}, {\"y\": \"yes\", \"pdays\": \"119\", \"total_measure\": 16.0, \"share_within_group\": 0.14129282938890853}, {\"y\": \"yes\", \"pdays\": \"150\", \"total_measure\": 16.0, \"share_within_group\": 0.14129282938890853}, {\"y\": \"yes\", \"pdays\": \"175\", \"total_measure\": 16.0, \"share_within_group\": 0.14129282938890853}, {\"y\": \"no\", \"pdays\": \"350\", \"total_measure\": 159.0, \"share_within_group\": 0.13992537313432835}, {\"y\": \"no\", \"pdays\": \"182\", \"total_measure\": 154.0, \"share_within_group\": 0.13552520416784006}, {\"y\": \"no\", \"pdays\": \"370\", \"total_measure\": 151.0, \"share_within_group\": 0.13288510278794705}, {\"y\": \"yes\", \"pdays\": \"100\", \"total_measure\": 15.0, \"share_within_group\": 0.13246202755210174}, {\"y\": \"yes\", \"pdays\": \"190\", \"total_measure\": 15.0, \"share_within_group\": 0.13246202755210174}, {\"y\": \"yes\", \"pdays\": \"370\", \"total_measure\": 15.0, \"share_within_group\": 0.13246202755210174}, {\"y\": \"yes\", \"pdays\": \"80\", \"total_measure\": 15.0, \"share_within_group\": 0.13246202755210174}, {\"y\": \"no\", \"pdays\": \"364\", \"total_measure\": 146.0, \"share_within_group\": 0.12848493382145876}, {\"y\": \"no\", \"pdays\": \"349\", \"total_measure\": 145.0, \"share_within_group\": 0.12760490002816108}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 50.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..246a2ce1a61f03aa6f892e578ff72aeac3cd24c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:29:24.916990+00:00", + "ended_at": "2026-05-04T08:29:36.927414+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_764049d72ed322c9", + "problem_id": "v2p_m8_e5c6079e971f4e8b", + "dataset_id": "m8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, measure_col=campaign.", + "bindings": { + "group_col": "y", + "measure_col": "campaign", + "item_col": "pdays", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_764049d72ed322c9.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_764049d72ed322c9", + "api_calls": 0, + "input_tokens": 22717, + "cached_input_tokens": 21888, + "output_tokens": 186, + "total_tokens": 22903, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2626, + "estimated_output_tokens": 148, + "estimated_total_tokens": 2774, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11925.6, + "sql_execution_elapsed_ms_total": 50.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_764049d72ed322c9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0351009c5db14f358bb6d2c4ae8e7d71848c820 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_764049d72ed322c9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:29:36.866730+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11925.6, "started_at": "2026-05-04T08:29:24.925163+00:00", "ended_at": "2026-05-04T08:29:36.850860+00:00", "prompt_metrics": {"chars": 9349, "bytes_utf8": 9349, "lines": 302, "estimated_tokens": 2626}, "response_metrics": {"chars": 544, "bytes_utf8": 544, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 22717, "cached_input_tokens": 21888, "output_tokens": 186}, "stderr_preview": "2026-05-04T08:29:25.123997Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:29:27.486688Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=contact.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "housing", + "group_col_2": "contact", + "predicate_col": "month", + "predicate_op": "=", + "predicate_value": "apr", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8baa047d5f36e1f900373c074481e961408be394 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df218-a310-7500-b73f-ba59f54b194a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"housing\\\", \\\"contact\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nWHERE \\\"month\\\" = 'apr'\\nGROUP BY \\\"housing\\\", \\\"contact\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the planned template with fixed bindings: group_col=\\\"housing\\\", group_col_2=\\\"contact\\\", predicate_col=\\\"month\\\", predicate_op=\\\"=\\\", predicate_value='apr'. Used only the provided single table and columns, with SQLite-compatible syntax and double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22691,"cached_input_tokens":19840,"output_tokens":134}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8744ca7fed82af759851b50891dea100ce23f5b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"housing\", \"contact\", COUNT(*) AS row_count\nFROM \"m8\"\nWHERE \"month\" = 'apr'\nGROUP BY \"housing\", \"contact\"\nORDER BY row_count DESC;","notes":"Applied the planned template with fixed bindings: group_col=\"housing\", group_col_2=\"contact\", predicate_col=\"month\", predicate_op=\"=\", predicate_value='apr'. Used only the provided single table and columns, with SQLite-compatible syntax and double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..77fa8af706be305615d9fc31f8046e6af708aede --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:26:34.210783Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:26:36.749271Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:26:43.905731Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1ed48cdb68bc228394045e377a5b5c383c3d86b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=contact. +Result preview: [{"housing": "yes", "contact": "cellular", "row_count": 1971}, {"housing": "no", "contact": "cellular", "row_count": 756}, {"housing": "no", "contact": "telephone", "row_count": 102}, {"housing": "yes", "contact": "telephone", "row_count": 97}, {"housing": "no", "contact": "unknown", "row_count": 5}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..32991b2183a9ffba40faf730c70269d52cd1a658 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m8_795d54e727478a95 +-- problem_id: v2p_m8_ce855cdc0e84cfda +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "contact", COUNT(*) AS row_count +FROM "m8" +WHERE "month" = 'apr' +GROUP BY "housing", "contact" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9893df3deb3a3439d66e791744fbfb5cd064a484 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"housing\", \"contact\", COUNT(*) AS row_count\nFROM \"m8\"\nWHERE \"month\" = 'apr'\nGROUP BY \"housing\", \"contact\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"housing\\\", \\\"contact\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nWHERE \\\"month\\\" = 'apr'\\nGROUP BY \\\"housing\\\", \\\"contact\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"housing\", \"contact\", \"row_count\"], \"rows\": [{\"housing\": \"yes\", \"contact\": \"cellular\", \"row_count\": 1971}, {\"housing\": \"no\", \"contact\": \"cellular\", \"row_count\": 756}, {\"housing\": \"no\", \"contact\": \"telephone\", \"row_count\": 102}, {\"housing\": \"yes\", \"contact\": \"telephone\", \"row_count\": 97}, {\"housing\": \"no\", \"contact\": \"unknown\", \"row_count\": 5}, {\"housing\": \"yes\", \"contact\": \"unknown\", \"row_count\": 1}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..546d1d413abf6679cd1c2acd4176cd39b3d84c06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:26:33.965252+00:00", + "ended_at": "2026-05-04T08:26:44.704532+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_795d54e727478a95", + "problem_id": "v2p_m8_ce855cdc0e84cfda", + "dataset_id": "m8", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=contact.", + "bindings": { + "group_col": "housing", + "group_col_2": "contact", + "predicate_col": "month", + "predicate_op": "=", + "predicate_value": "apr", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_795d54e727478a95.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_795d54e727478a95", + "api_calls": 0, + "input_tokens": 22691, + "cached_input_tokens": 19840, + "output_tokens": 134, + "total_tokens": 22825, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2600, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2718, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10687.26, + "sql_execution_elapsed_ms_total": 13.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_795d54e727478a95\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e56049c647b266d52e720a7e0268113aa190e284 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d54e727478a95/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:26:44.682410+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10687.26, "started_at": "2026-05-04T08:26:33.976548+00:00", "ended_at": "2026-05-04T08:26:44.664128+00:00", "prompt_metrics": {"chars": 9263, "bytes_utf8": 9263, "lines": 304, "estimated_tokens": 2600}, "response_metrics": {"chars": 497, "bytes_utf8": 497, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22691, "cached_input_tokens": 19840, "output_tokens": 134}, "stderr_preview": "2026-05-04T08:26:34.210783Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:26:36.749271Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=education.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "marital", + "group_col_2": "education", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..64a6609d872f239c036eb96f98bd75f2589939c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df232-ccf1-7c83-a6ca-ddd684b08d32"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"education\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"education\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"education\\\"\\nLIMIT 17;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=marital, group_col_2=education, top_k=17. Only the single table \\\"m8\\\" and provided columns were used, with SQLite-compatible identifier quoting.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22679,"cached_input_tokens":21888,"output_tokens":141}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c48d7e7fad142aa771f4cd17def1611b2d44293 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"education\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"education\"\nORDER BY support ASC, \"marital\", \"education\"\nLIMIT 17;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=marital, group_col_2=education, top_k=17. Only the single table \"m8\" and provided columns were used, with SQLite-compatible identifier quoting."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4280d34efb97c430a54406bb5f702e223c0f9f75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:55:08.874949Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:55:11.153810Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:55:20.126590Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..849d1d8200b025683b7d0a30c71d3e04cadcbdbd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=education. +Result preview: [{"marital": "divorced", "education": "unknown", "support": 169}, {"marital": "single", "education": "unknown", "support": 528}, {"marital": "divorced", "education": "primary", "support": 752}, {"marital": "single", "education": "primary", "support": 853}, {"marital": "married", "education": "unknown", "support": 1160}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..64d4492e3827e59002fa0d286b24ec8a852bf126 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m8_795d6b71078effb9 +-- problem_id: v2p_m8_9f078fd43cb8238d +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "education", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "education" +ORDER BY support ASC, "marital", "education" +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f66f871abf8cf4de8f6c751c04925adc51e2179f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"education\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"education\"\nORDER BY support ASC, \"marital\", \"education\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"education\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"education\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"education\\\"\\nLIMIT 17;\", \"columns\": [\"marital\", \"education\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"education\": \"unknown\", \"support\": 169}, {\"marital\": \"single\", \"education\": \"unknown\", \"support\": 528}, {\"marital\": \"divorced\", \"education\": \"primary\", \"support\": 752}, {\"marital\": \"single\", \"education\": \"primary\", \"support\": 853}, {\"marital\": \"married\", \"education\": \"unknown\", \"support\": 1160}, {\"marital\": \"divorced\", \"education\": \"tertiary\", \"support\": 1471}, {\"marital\": \"divorced\", \"education\": \"secondary\", \"support\": 2815}, {\"marital\": \"single\", \"education\": \"tertiary\", \"support\": 4792}, {\"marital\": \"married\", \"education\": \"primary\", \"support\": 5246}, {\"marital\": \"single\", \"education\": \"secondary\", \"support\": 6617}, {\"marital\": \"married\", \"education\": \"tertiary\", \"support\": 7038}, {\"marital\": \"married\", \"education\": \"secondary\", \"support\": 13770}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 50.17}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1be0a40a462e86245fbd921deb3e48a2db931f08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:55:08.608594+00:00", + "ended_at": "2026-05-04T08:55:20.802860+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_795d6b71078effb9", + "problem_id": "v2p_m8_9f078fd43cb8238d", + "dataset_id": "m8", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=education.", + "bindings": { + "group_col": "marital", + "group_col_2": "education", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=132" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_795d6b71078effb9.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_795d6b71078effb9", + "api_calls": 0, + "input_tokens": 22679, + "cached_input_tokens": 21888, + "output_tokens": 141, + "total_tokens": 22820, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2590, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2712, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12110.68, + "sql_execution_elapsed_ms_total": 50.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_795d6b71078effb9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e6a6616da73cb85b1cd315a452ded4c406841792 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_795d6b71078effb9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:55:20.740855+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12110.68, "started_at": "2026-05-04T08:55:08.615552+00:00", "ended_at": "2026-05-04T08:55:20.726616+00:00", "prompt_metrics": {"chars": 9130, "bytes_utf8": 9130, "lines": 300, "estimated_tokens": 2590}, "response_metrics": {"chars": 482, "bytes_utf8": 482, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22679, "cached_input_tokens": 21888, "output_tokens": 141}, "stderr_preview": "2026-05-04T08:55:08.874949Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:55:11.153810Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7981e9857c17596c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7981e9857c17596c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..104dc2232761666189759b7cd996abbb4b67a27b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7981e9857c17596c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_7981e9857c17596c\n-- problem_id: v2p_m8_4d19610d1e8b140f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"age\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"m8\"\nGROUP BY \"age\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_7981e9857c17596c\\n-- problem_id: v2p_m8_4d19610d1e8b140f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"age\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"age\", \"support\", \"avg_response\"], \"rows\": [{\"age\": \"32\", \"support\": 2085, \"avg_response\": 16.411510791366908}, {\"age\": \"31\", \"support\": 1996, \"avg_response\": 16.137274549098198}, {\"age\": \"33\", \"support\": 1972, \"avg_response\": 15.989858012170385}, {\"age\": \"34\", \"support\": 1930, \"avg_response\": 15.955958549222798}, {\"age\": \"35\", \"support\": 1894, \"avg_response\": 15.895459345300951}, {\"age\": \"36\", \"support\": 1806, \"avg_response\": 15.873200442967885}, {\"age\": \"30\", \"support\": 1757, \"avg_response\": 16.219123505976096}, {\"age\": \"37\", \"support\": 1696, \"avg_response\": 15.400943396226415}, {\"age\": \"39\", \"support\": 1487, \"avg_response\": 15.536650975117686}, {\"age\": \"38\", \"support\": 1466, \"avg_response\": 15.38949522510232}, {\"age\": \"40\", \"support\": 1355, \"avg_response\": 15.416236162361624}, {\"age\": \"41\", \"support\": 1291, \"avg_response\": 15.486444616576298}, {\"age\": \"42\", \"support\": 1242, \"avg_response\": 15.940418679549115}, {\"age\": \"45\", \"support\": 1216, \"avg_response\": 16.04769736842105}, {\"age\": \"29\", \"support\": 1185, \"avg_response\": 15.189029535864979}, {\"age\": \"46\", \"support\": 1175, \"avg_response\": 15.72936170212766}, {\"age\": \"43\", \"support\": 1161, \"avg_response\": 15.608096468561586}, {\"age\": \"44\", \"support\": 1136, \"avg_response\": 15.837147887323944}, {\"age\": \"47\", \"support\": 1088, \"avg_response\": 16.027573529411764}, {\"age\": \"28\", \"support\": 1038, \"avg_response\": 15.746628131021195}, {\"age\": \"48\", \"support\": 997, \"avg_response\": 15.497492477432298}, {\"age\": \"49\", \"support\": 994, \"avg_response\": 16.138832997987926}, {\"age\": \"50\", \"support\": 939, \"avg_response\": 15.812566560170394}, {\"age\": \"51\", \"support\": 936, \"avg_response\": 16.332264957264957}, {\"age\": \"52\", \"support\": 911, \"avg_response\": 16.07244785949506}, {\"age\": \"27\", \"support\": 909, \"avg_response\": 15.882288228822881}, {\"age\": \"53\", \"support\": 891, \"avg_response\": 16.135802469135804}, {\"age\": \"57\", \"support\": 828, \"avg_response\": 15.531400966183575}, {\"age\": \"54\", \"support\": 811, \"avg_response\": 15.99260172626387}, {\"age\": \"55\", \"support\": 806, \"avg_response\": 16.037220843672458}, {\"age\": \"26\", \"support\": 805, \"avg_response\": 16.212422360248446}, {\"age\": \"56\", \"support\": 778, \"avg_response\": 16.02313624678663}, {\"age\": \"59\", \"support\": 770, \"avg_response\": 15.78051948051948}, {\"age\": \"58\", \"support\": 740, \"avg_response\": 15.985135135135135}, {\"age\": \"60\", \"support\": 596, \"avg_response\": 14.991610738255034}, {\"age\": \"25\", \"support\": 527, \"avg_response\": 15.776091081593927}, {\"age\": \"24\", \"support\": 302, \"avg_response\": 15.334437086092715}, {\"age\": \"23\", \"support\": 202, \"avg_response\": 15.415841584158416}, {\"age\": \"61\", \"support\": 147, \"avg_response\": 15.476190476190476}, {\"age\": \"22\", \"support\": 129, \"avg_response\": 14.682170542635658}, {\"age\": \"62\", \"support\": 80, \"avg_response\": 13.775}, {\"age\": \"21\", \"support\": 79, \"avg_response\": 14.79746835443038}, {\"age\": \"63\", \"support\": 77, \"avg_response\": 13.909090909090908}, {\"age\": \"64\", \"support\": 74, \"avg_response\": 15.675675675675675}, {\"age\": \"70\", \"support\": 67, \"avg_response\": 14.955223880597014}, {\"age\": \"66\", \"support\": 63, \"avg_response\": 15.222222222222221}, {\"age\": \"65\", \"support\": 59, \"avg_response\": 11.23728813559322}, {\"age\": \"71\", \"support\": 54, \"avg_response\": 15.296296296296296}, {\"age\": \"67\", \"support\": 54, \"avg_response\": 13.185185185185185}, {\"age\": \"72\", \"support\": 52, \"avg_response\": 14.788461538461538}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 31.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7981e9857c17596c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7981e9857c17596c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5fbea63f72abff5b5cf38f602c616b3e64bf00a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7981e9857c17596c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.253616+00:00", + "ended_at": "2026-05-04T08:57:11.289229+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_7981e9857c17596c", + "problem_id": "v2p_m8_4d19610d1e8b140f", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=day, key_col=age.", + "bindings": { + "key_col": "age", + "measure_col": "day", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_7981e9857c17596c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7981e9857c17596c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7981e9857c17596c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7981e9857c17596c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2df1f3599980010175a09e07de62e25a24787567 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9113, "bytes_utf8": 9113, "lines": 300, "estimated_tokens": 2554}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22643, "cached_input_tokens": 21888, "output_tokens": 200}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ebe463dd4165380cee2fbd4a1d8795e68c4a3a4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7b137722ce170ff8", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 200, + "total_tokens": 22843, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2664, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12424.72, + "sql_execution_elapsed_ms_total": 25.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_7b137722ce170ff8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..81374bc0112d2bd8b863b61fb21da606045f17d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:53:57.095848+00:00", + "ended_at": "2026-05-04T08:54:09.520576+00:00", + "elapsed_ms": 12424.72, + "prompt_metrics": { + "chars": 9113, + "bytes_utf8": 9113, + "lines": 300, + "estimated_tokens": 2554 + }, + "stdout_metrics": { + "chars": 740, + "bytes_utf8": 740, + "lines": 4, + "estimated_tokens": 222 + }, + "stderr_metrics": { + "chars": 12122, + "bytes_utf8": 12122, + "lines": 30, + "estimated_tokens": 6843 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 406, + "bytes_utf8": 406, + "lines": 1, + "estimated_tokens": 110 + }, + "usage": { + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 200 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bece3e8c5111581af66bcefcccee6bff14bfb7ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=loan, measure_col=age.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "loan", + "measure_col": "age", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b9f83ef530b57da726061da44736539300a8971 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df231-b59c-7d50-bac6-bb14b13e88ae"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"loan\\\", SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"loan\\\"\\nHAVING SUM(CAST(\\\"age\\\" AS REAL)) > 45.0\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"loan\\\" and measure_col=\\\"age\\\". CAST was added because the schema stores \\\"age\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22643,"cached_input_tokens":21888,"output_tokens":200}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6806c564fb484a11caffaacfc6386758d58e0238 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"loan\", SUM(CAST(\"age\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"loan\"\nHAVING SUM(CAST(\"age\" AS REAL)) > 45.0\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"loan\" and measure_col=\"age\". CAST was added because the schema stores \"age\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f80dc84341d76199f410dd69089ab3eb26f0c126 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T08:53:57.340097Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:54:02.372731Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) +2026-05-04T08:54:08.763942Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bdbe4b7fe6195cd207e069231cfe57bcc45b2aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=loan, measure_col=age. +Result preview: [{"loan": "no", "total_measure": 1556982.0}, {"loan": "yes", "total_measure": 293785.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c1dba7a477b2b56beae01c9600b74c5ae2b2b50f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_7b137722ce170ff8 +-- problem_id: v2p_m8_c4c90dc46dfa0da6 +-- realization_mode: agent +-- source_kind: agent +SELECT "loan", SUM(CAST("age" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "loan" +HAVING SUM(CAST("age" AS REAL)) > 45.0 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..28d320e570544a83e1ff9509f61a9cff9c2cb6c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"loan\", SUM(CAST(\"age\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"loan\"\nHAVING SUM(CAST(\"age\" AS REAL)) > 45.0\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"loan\\\", SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"loan\\\"\\nHAVING SUM(CAST(\\\"age\\\" AS REAL)) > 45.0\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"loan\", \"total_measure\"], \"rows\": [{\"loan\": \"no\", \"total_measure\": 1556982.0}, {\"loan\": \"yes\", \"total_measure\": 293785.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..af00a369f0b8cd2611238518883ccf8382d927c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:53:57.088088+00:00", + "ended_at": "2026-05-04T08:54:09.570725+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_7b137722ce170ff8", + "problem_id": "v2p_m8_c4c90dc46dfa0da6", + "dataset_id": "m8", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=loan, measure_col=age.", + "bindings": { + "group_col": "loan", + "measure_col": "age", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=126" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_7b137722ce170ff8.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7b137722ce170ff8", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 200, + "total_tokens": 22843, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2664, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12424.72, + "sql_execution_elapsed_ms_total": 25.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_7b137722ce170ff8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e2426cbda01d33fa73b39e9df69f0a4f8b3ca3ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b137722ce170ff8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:54:09.536559+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12424.72, "started_at": "2026-05-04T08:53:57.095848+00:00", "ended_at": "2026-05-04T08:54:09.520576+00:00", "prompt_metrics": {"chars": 9113, "bytes_utf8": 9113, "lines": 300, "estimated_tokens": 2554}, "response_metrics": {"chars": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22643, "cached_input_tokens": 21888, "output_tokens": 200}, "stderr_preview": "2026-05-04T08:53:57.340097Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:54:02.372731Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n2026-05-04T08:54:08.763942Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n + + +
+ +
+
+ + + +2026-05-04T08:32:14.679550Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b39977837a95a7f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b39977837a95a7f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d24c0ddfe1eb174cf508077537d06cc42104f92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b39977837a95a7f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=housing, measure_col=duration. +Result preview: [{"housing": "yes", "campaign": "1", "total_measure": 2638314.0, "share_within_group": 40.48356605800215}, {"housing": "no", "campaign": "1", "total_measure": 1941611.0, "share_within_group": 37.66599784162795}, {"housing": "yes", "campaign": "2", "total_measure": 1930617.0, "share_within_group": 29.624321006598127}, {"housing": "no", "campaign": "2", "total_measure": 1512335.0, "share_within_group": 29.338321036406573}, {"housing": "yes", "campaign": "3", "total_measure": 848933.0, "share_within_group": 13.02643854534295}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b39977837a95a7f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b39977837a95a7f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7496bbddf5c2d7bbc7e34dbdf8c6c68d863e6f87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b39977837a95a7f/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_7b39977837a95a7f +-- problem_id: v2p_m8_5c59377d36530f41 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "campaign", + SUM(CAST("duration" AS REAL)) AS total_measure, + SUM(CAST("duration" AS REAL)) * 100.0 / SUM(SUM(CAST("duration" AS REAL))) OVER (PARTITION BY "housing") AS share_within_group +FROM "m8" +GROUP BY "housing", "campaign" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b39977837a95a7f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b39977837a95a7f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e395f203b7102bfd9bea479bce04ec218b1f2835 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b39977837a95a7f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"housing\", \"campaign\",\n SUM(CAST(\"duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"duration\" AS REAL))) OVER (PARTITION BY \"housing\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"housing\", \"campaign\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"housing\\\", \\\"campaign\\\",\\n SUM(CAST(\\\"duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"duration\\\" AS REAL))) OVER (PARTITION BY \\\"housing\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\", \\\"campaign\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"housing\", \"campaign\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"housing\": \"yes\", \"campaign\": \"1\", \"total_measure\": 2638314.0, \"share_within_group\": 40.48356605800215}, {\"housing\": \"no\", \"campaign\": \"1\", \"total_measure\": 1941611.0, \"share_within_group\": 37.66599784162795}, {\"housing\": \"yes\", \"campaign\": \"2\", \"total_measure\": 1930617.0, \"share_within_group\": 29.624321006598127}, {\"housing\": \"no\", \"campaign\": \"2\", \"total_measure\": 1512335.0, \"share_within_group\": 29.338321036406573}, {\"housing\": \"yes\", \"campaign\": \"3\", \"total_measure\": 848933.0, \"share_within_group\": 13.02643854534295}, {\"housing\": \"no\", \"campaign\": \"3\", \"total_measure\": 650785.0, \"share_within_group\": 12.624808164644639}, {\"housing\": \"no\", \"campaign\": \"4\", \"total_measure\": 434242.0, \"share_within_group\": 8.424013993917526}, {\"housing\": \"yes\", \"campaign\": \"4\", \"total_measure\": 457509.0, \"share_within_group\": 7.020239373945067}, {\"housing\": \"no\", \"campaign\": \"5\", \"total_measure\": 192582.0, \"share_within_group\": 3.7359662653005126}, {\"housing\": \"yes\", \"campaign\": \"5\", \"total_measure\": 214110.0, \"share_within_group\": 3.285407396041123}, {\"housing\": \"no\", \"campaign\": \"6\", \"total_measure\": 149095.0, \"share_within_group\": 2.892346586518885}, {\"housing\": \"yes\", \"campaign\": \"6\", \"total_measure\": 131160.0, \"share_within_group\": 2.0125824765996625}, {\"housing\": \"no\", \"campaign\": \"7\", \"total_measure\": 77345.0, \"share_within_group\": 1.5004429842335636}, {\"housing\": \"yes\", \"campaign\": \"7\", \"total_measure\": 79467.0, \"share_within_group\": 1.2193800828602117}, {\"housing\": \"no\", \"campaign\": \"8\", \"total_measure\": 55788.0, \"share_within_group\": 1.0822511242410247}, {\"housing\": \"yes\", \"campaign\": \"8\", \"total_measure\": 49148.0, \"share_within_group\": 0.7541506828295228}, {\"housing\": \"yes\", \"campaign\": \"9\", \"total_measure\": 41094.0, \"share_within_group\": 0.6305662114469848}, {\"housing\": \"no\", \"campaign\": \"9\", \"total_measure\": 30856.0, \"share_within_group\": 0.5985864467193851}, {\"housing\": \"no\", \"campaign\": \"10\", \"total_measure\": 25110.0, \"share_within_group\": 0.4871177624165076}, {\"housing\": \"yes\", \"campaign\": \"10\", \"total_measure\": 25204.0, \"share_within_group\": 0.38674236611938007}, {\"housing\": \"no\", \"campaign\": \"11\", \"total_measure\": 18053.0, \"share_within_group\": 0.3502165258823262}, {\"housing\": \"yes\", \"campaign\": \"11\", \"total_measure\": 22544.0, \"share_within_group\": 0.34592603958876783}, {\"housing\": \"no\", \"campaign\": \"12\", \"total_measure\": 15936.0, \"share_within_group\": 0.309148094857406}, {\"housing\": \"yes\", \"campaign\": \"12\", \"total_measure\": 14688.0, \"share_within_group\": 0.2253797759705386}, {\"housing\": \"no\", \"campaign\": \"13\", \"total_measure\": 11234.0, \"share_within_group\": 0.21793233544353033}, {\"housing\": \"yes\", \"campaign\": \"13\", \"total_measure\": 13817.0, \"share_within_group\": 0.2120147307043118}, {\"housing\": \"no\", \"campaign\": \"14\", \"total_measure\": 9383.0, \"share_within_group\": 0.18202413240757032}, {\"housing\": \"no\", \"campaign\": \"17\", \"total_measure\": 7796.0, \"share_within_group\": 0.15123735865388663}, {\"housing\": \"yes\", \"campaign\": \"15\", \"total_measure\": 8639.0, \"share_within_group\": 0.13256099432254104}, {\"housing\": \"no\", \"campaign\": \"16\", \"total_measure\": 6261.0, \"share_within_group\": 0.12145935127398463}, {\"housing\": \"yes\", \"campaign\": \"17\", \"total_measure\": 5632.0, \"share_within_group\": 0.08642013196255946}, {\"housing\": \"no\", \"campaign\": \"15\", \"total_measure\": 4397.0, \"share_within_group\": 0.0852989566445792}, {\"housing\": \"yes\", \"campaign\": \"16\", \"total_measure\": 5169.0, \"share_within_group\": 0.07931563602884763}, {\"housing\": \"yes\", \"campaign\": \"14\", \"total_measure\": 5138.0, \"share_within_group\": 0.07883995703544576}, {\"housing\": \"no\", \"campaign\": \"20\", \"total_measure\": 2765.0, \"share_within_group\": 0.05363921199050751}, {\"housing\": \"yes\", \"campaign\": \"19\", \"total_measure\": 3298.0, \"share_within_group\": 0.05060610710449594}, {\"housing\": \"yes\", \"campaign\": \"24\", \"total_measure\": 3131.0, \"share_within_group\": 0.048043578333589076}, {\"housing\": \"yes\", \"campaign\": \"18\", \"total_measure\": 2614.0, \"share_within_group\": 0.0401104802823385}, {\"housing\": \"no\", \"campaign\": \"18\", \"total_measure\": 2051.0, \"share_within_group\": 0.03978807370435114}, {\"housing\": \"no\", \"campaign\": \"19\", \"total_measure\": 1740.0, \"share_within_group\": 0.03375487481500292}, {\"housing\": \"yes\", \"campaign\": \"21\", \"total_measure\": 2130.0, \"share_within_group\": 0.03268375019180605}, {\"housing\": \"yes\", \"campaign\": \"25\", \"total_measure\": 1892.0, \"share_within_group\": 0.029031763081172317}, {\"housing\": \"yes\", \"campaign\": \"29\", \"total_measure\": 1812.0, \"share_within_group\": 0.027804204388522328}, {\"housing\": \"yes\", \"campaign\": \"20\", \"total_measure\": 1743.0, \"share_within_group\": 0.026745435016111707}, {\"housing\": \"no\", \"campaign\": \"21\", \"total_measure\": 1278.0, \"share_within_group\": 0.024792373571019384}, {\"housing\": \"yes\", \"campaign\": \"22\", \"total_measure\": 1396.0, \"share_within_group\": 0.021420899186742365}, {\"housing\": \"yes\", \"campaign\": \"32\", \"total_measure\": 1294.0, \"share_within_group\": 0.019855761853613627}, {\"housing\": \"yes\", \"campaign\": \"23\", \"total_measure\": 1135.0, \"share_within_group\": 0.017415988951971766}, {\"housing\": \"yes\", \"campaign\": \"55\", \"total_measure\": 1094.0, \"share_within_group\": 0.016786865121988646}, {\"housing\": \"no\", \"campaign\": \"22\", \"total_measure\": 830.0, \"share_within_group\": 0.01610146327382323}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 64.56}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b39977837a95a7f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b39977837a95a7f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b6d1c787bdbb028e12bf8e3ee0d59675ced6f2e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b39977837a95a7f/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:32:03.930964+00:00", + "ended_at": "2026-05-04T08:32:15.632577+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_7b39977837a95a7f", + "problem_id": "v2p_m8_5c59377d36530f41", + "dataset_id": "m8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=housing, measure_col=duration.", + "bindings": { + "group_col": "housing", + "measure_col": "duration", + "item_col": "campaign", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=80" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_7b39977837a95a7f.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7b39977837a95a7f", + "api_calls": 0, + "input_tokens": 22718, + "cached_input_tokens": 21888, + "output_tokens": 176, + "total_tokens": 22894, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2627, + "estimated_output_tokens": 141, + "estimated_total_tokens": 2768, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11596.41, + "sql_execution_elapsed_ms_total": 64.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_7b39977837a95a7f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b39977837a95a7f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b39977837a95a7f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22977d375370e30c3aa79ea1ce6d0606d7365ed8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b39977837a95a7f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:32:15.559080+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11596.41, "started_at": "2026-05-04T08:32:03.939211+00:00", "ended_at": "2026-05-04T08:32:15.535916+00:00", "prompt_metrics": {"chars": 9369, "bytes_utf8": 9369, "lines": 302, "estimated_tokens": 2627}, "response_metrics": {"chars": 549, "bytes_utf8": 549, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 22718, "cached_input_tokens": 21888, "output_tokens": 176}, "stderr_preview": "2026-05-04T08:32:04.142377Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:32:06.614904Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=contact.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "contact", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d670778d15ea1e4113d68876b3bd789e8993acb5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-5220-7a92-9ab1-7d8f9f1e531f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"contact\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"contact\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"contact\\\" on the single table \\\"m8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22575,"cached_input_tokens":21888,"output_tokens":87}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4616cb001966e0ba1c94e30a317f83d4409a06a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"contact\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"contact\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"contact\" on the single table \"m8\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5e3297b3da0d4fd75e0982aaa7628cd98ab42c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:50.426948Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:52.864013Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:00.933675Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ba09d09e6a248444843a6beb04fefb5e2bda14b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=contact. +Result preview: [{"contact": "cellular", "row_count": 29285}, {"contact": "unknown", "row_count": 13020}, {"contact": "telephone", "row_count": 2906}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad2f6f37823db805063dcc0a57e92a8c63b6f607 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m8_7b7b7bd4f48908d5 +-- problem_id: v2p_m8_9c7955ce304d2471 +-- realization_mode: agent +-- source_kind: agent +SELECT "contact", COUNT(*) AS row_count +FROM "m8" +GROUP BY "contact" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3fa90b1effde40bd1fff7a514ad47af79cfc006b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"contact\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"contact\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"contact\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"contact\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"contact\", \"row_count\"], \"rows\": [{\"contact\": \"cellular\", \"row_count\": 29285}, {\"contact\": \"unknown\", \"row_count\": 13020}, {\"contact\": \"telephone\", \"row_count\": 2906}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 40.86}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c205806c7a3cfafb7ec3d6e9cdc8b91d46c6a11e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:09:50.220438+00:00", + "ended_at": "2026-05-04T08:10:02.092397+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_7b7b7bd4f48908d5", + "problem_id": "v2p_m8_9c7955ce304d2471", + "dataset_id": "m8", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=contact.", + "bindings": { + "group_col": "contact", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=7" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_7b7b7bd4f48908d5.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7b7b7bd4f48908d5", + "api_calls": 0, + "input_tokens": 22575, + "cached_input_tokens": 21888, + "output_tokens": 87, + "total_tokens": 22662, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2484, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2555, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11788.18, + "sql_execution_elapsed_ms_total": 40.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_7b7b7bd4f48908d5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca52de1bb438e7562e63c574b35d1e26834e8dd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7b7b7bd4f48908d5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:02.041944+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11788.18, "started_at": "2026-05-04T08:09:50.228748+00:00", "ended_at": "2026-05-04T08:10:02.016533+00:00", "prompt_metrics": {"chars": 8867, "bytes_utf8": 8867, "lines": 298, "estimated_tokens": 2484}, "response_metrics": {"chars": 283, "bytes_utf8": 283, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22575, "cached_input_tokens": 21888, "output_tokens": 87}, "stderr_preview": "2026-05-04T08:09:50.426948Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:52.864013Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=education, condition_col=marital.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "education", + "condition_col": "marital", + "condition_value": "married", + "positive_value": "married", + "negative_value": "single", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f58bb92b1c6c7d00fcbecea93121a29d09f2b973 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-ee62-76f3-9b7a-0d89eb4194ea"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"education\\\",\\n AVG(CASE WHEN \\\"marital\\\" = 'married' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col bound to \\\"education\\\" and condition_col bound to \\\"marital\\\", using condition_value 'married' to measure the within-group proportion of married records by education.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22666,"cached_input_tokens":21888,"output_tokens":127}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..072545f858af42b6e06924b52fd7e0630dd0db4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"education\",\n AVG(CASE WHEN \"marital\" = 'married' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"education\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col bound to \"education\" and condition_col bound to \"marital\", using condition_value 'married' to measure the within-group proportion of married records by education."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4eb94f355188fc419d395e8f27e4aa0e80276b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:31.336065Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:33.708456Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:42.148176Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8029defe4f781f40082790657ea89dcff2b19c6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=education, condition_col=marital. +Result preview: [{"education": "primary", "condition_rate": 0.7657276310027733}, {"education": "unknown", "condition_rate": 0.624663435648896}, {"education": "secondary", "condition_rate": 0.5934833204034135}, {"education": "tertiary", "condition_rate": 0.5291331478836178}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d3cc5da7803c3ea2cdee5388d463ddcb1b961c59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_7bbc906ebb26c219 +-- problem_id: v2p_m8_652455f822abb141 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", + AVG(CASE WHEN "marital" = 'married' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "education" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc2ae43577a0b2022b0b61b2eb3c328aa2f44ed6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"education\",\n AVG(CASE WHEN \"marital\" = 'married' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"education\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"education\\\",\\n AVG(CASE WHEN \\\"marital\\\" = 'married' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"education\", \"condition_rate\"], \"rows\": [{\"education\": \"primary\", \"condition_rate\": 0.7657276310027733}, {\"education\": \"unknown\", \"condition_rate\": 0.624663435648896}, {\"education\": \"secondary\", \"condition_rate\": 0.5934833204034135}, {\"education\": \"tertiary\", \"condition_rate\": 0.5291331478836178}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.39}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..483277f437deef701cc591b1c6b79a54187dff55 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:22:31.132005+00:00", + "ended_at": "2026-05-04T08:22:43.217997+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_7bbc906ebb26c219", + "problem_id": "v2p_m8_652455f822abb141", + "dataset_id": "m8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=education, condition_col=marital.", + "bindings": { + "group_col": "education", + "condition_col": "marital", + "condition_value": "married", + "positive_value": "married", + "negative_value": "single", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_7bbc906ebb26c219.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7bbc906ebb26c219", + "api_calls": 0, + "input_tokens": 22666, + "cached_input_tokens": 21888, + "output_tokens": 127, + "total_tokens": 22793, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2575, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2686, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12010.14, + "sql_execution_elapsed_ms_total": 38.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_7bbc906ebb26c219\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..abea5ff581a81a4641e48c937f64264854586a05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7bbc906ebb26c219/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:43.171870+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12010.14, "started_at": "2026-05-04T08:22:31.141896+00:00", "ended_at": "2026-05-04T08:22:43.151901+00:00", "prompt_metrics": {"chars": 9226, "bytes_utf8": 9226, "lines": 303, "estimated_tokens": 2575}, "response_metrics": {"chars": 472, "bytes_utf8": 472, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22666, "cached_input_tokens": 21888, "output_tokens": 127}, "stderr_preview": "2026-05-04T08:22:31.336065Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:33.708456Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, measure_col=campaign.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "campaign", + "item_col": "pdays", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..13f62f1e1dd45403fa609c400f7cfdeb7238972e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-0504-7e02-9768-f4fb01bdc326"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"y\\\", \\\"pdays\\\",\\n SUM(CAST(\\\"campaign\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"campaign\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"campaign\\\" AS REAL))) OVER (PARTITION BY \\\"y\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"y\\\", \\\"pdays\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the requested Within-Group Share of Total template with group_col=\\\"y\\\", item_col=\\\"pdays\\\", and measure_col=\\\"campaign\\\". CAST was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22718,"cached_input_tokens":19840,"output_tokens":280}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d4c13be35b6f4ca2df1c05431820aeb67948779 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"y\", \"pdays\",\n SUM(CAST(\"campaign\" AS REAL)) AS total_measure,\n SUM(CAST(\"campaign\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"campaign\" AS REAL))) OVER (PARTITION BY \"y\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"y\", \"pdays\"\nORDER BY share_within_group DESC;","notes":"Used the requested Within-Group Share of Total template with group_col=\"y\", item_col=\"pdays\", and measure_col=\"campaign\". CAST was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aaf92eed7d40d6a37f65c56a9b10f90f4e087b53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:10.355758Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:29:12.760087Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:29:23.846872Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d991cbd7b88ee81ea3bee1b87671521d7e1130f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, measure_col=campaign. +Result preview: [{"y": "no", "pdays": "-1", "total_measure": 100060.0, "share_within_group": 88.05618135736412}, {"y": "yes", "pdays": "-1", "total_measure": 7918.0, "share_within_group": 69.9222889438361}, {"y": "yes", "pdays": "182", "total_measure": 153.0, "share_within_group": 1.3511126810314376}, {"y": "yes", "pdays": "92", "total_measure": 152.0, "share_within_group": 1.342281879194631}, {"y": "yes", "pdays": "181", "total_measure": 125.0, "share_within_group": 1.1038502296008477}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ca3ccaeefeabab658f629a4ed9f0799acb174238 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_7c8ab7ac3de24de7 +-- problem_id: v2p_m8_4a985e2e241145cc +-- realization_mode: agent +-- source_kind: agent +SELECT "y", "pdays", + SUM(CAST("campaign" AS REAL)) AS total_measure, + SUM(CAST("campaign" AS REAL)) * 100.0 / SUM(SUM(CAST("campaign" AS REAL))) OVER (PARTITION BY "y") AS share_within_group +FROM "m8" +GROUP BY "y", "pdays" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..036278947eb4fd21966e66aababcb7421a75e96f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"y\", \"pdays\",\n SUM(CAST(\"campaign\" AS REAL)) AS total_measure,\n SUM(CAST(\"campaign\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"campaign\" AS REAL))) OVER (PARTITION BY \"y\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"y\", \"pdays\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"y\\\", \\\"pdays\\\",\\n SUM(CAST(\\\"campaign\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"campaign\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"campaign\\\" AS REAL))) OVER (PARTITION BY \\\"y\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"y\\\", \\\"pdays\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"y\", \"pdays\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"y\": \"no\", \"pdays\": \"-1\", \"total_measure\": 100060.0, \"share_within_group\": 88.05618135736412}, {\"y\": \"yes\", \"pdays\": \"-1\", \"total_measure\": 7918.0, \"share_within_group\": 69.9222889438361}, {\"y\": \"yes\", \"pdays\": \"182\", \"total_measure\": 153.0, \"share_within_group\": 1.3511126810314376}, {\"y\": \"yes\", \"pdays\": \"92\", \"total_measure\": 152.0, \"share_within_group\": 1.342281879194631}, {\"y\": \"yes\", \"pdays\": \"181\", \"total_measure\": 125.0, \"share_within_group\": 1.1038502296008477}, {\"y\": \"yes\", \"pdays\": \"183\", \"total_measure\": 121.0, \"share_within_group\": 1.0685270222536207}, {\"y\": \"yes\", \"pdays\": \"91\", \"total_measure\": 102.0, \"share_within_group\": 0.9007417873542918}, {\"y\": \"yes\", \"pdays\": \"184\", \"total_measure\": 85.0, \"share_within_group\": 0.7506181561285765}, {\"y\": \"yes\", \"pdays\": \"93\", \"total_measure\": 74.0, \"share_within_group\": 0.6534793359237019}, {\"y\": \"yes\", \"pdays\": \"185\", \"total_measure\": 67.0, \"share_within_group\": 0.5916637230660544}, {\"y\": \"yes\", \"pdays\": \"95\", \"total_measure\": 57.0, \"share_within_group\": 0.5033557046979866}, {\"y\": \"yes\", \"pdays\": \"94\", \"total_measure\": 56.0, \"share_within_group\": 0.4945249028611798}, {\"y\": \"yes\", \"pdays\": \"90\", \"total_measure\": 54.0, \"share_within_group\": 0.47686329918756626}, {\"y\": \"yes\", \"pdays\": \"97\", \"total_measure\": 52.0, \"share_within_group\": 0.4592016955139527}, {\"y\": \"yes\", \"pdays\": \"98\", \"total_measure\": 51.0, \"share_within_group\": 0.4503708936771459}, {\"y\": \"yes\", \"pdays\": \"187\", \"total_measure\": 40.0, \"share_within_group\": 0.35323207347227126}, {\"y\": \"yes\", \"pdays\": \"186\", \"total_measure\": 38.0, \"share_within_group\": 0.33557046979865773}, {\"y\": \"yes\", \"pdays\": \"87\", \"total_measure\": 36.0, \"share_within_group\": 0.31790886612504415}, {\"y\": \"yes\", \"pdays\": \"179\", \"total_measure\": 33.0, \"share_within_group\": 0.2914164606146238}, {\"y\": \"yes\", \"pdays\": \"189\", \"total_measure\": 31.0, \"share_within_group\": 0.27375485694101026}, {\"y\": \"yes\", \"pdays\": \"88\", \"total_measure\": 29.0, \"share_within_group\": 0.2560932532673967}, {\"y\": \"yes\", \"pdays\": \"96\", \"total_measure\": 29.0, \"share_within_group\": 0.2560932532673967}, {\"y\": \"yes\", \"pdays\": \"99\", \"total_measure\": 26.0, \"share_within_group\": 0.22960084775697634}, {\"y\": \"yes\", \"pdays\": \"105\", \"total_measure\": 25.0, \"share_within_group\": 0.22077004592016955}, {\"y\": \"yes\", \"pdays\": \"180\", \"total_measure\": 24.0, \"share_within_group\": 0.21193924408336276}, {\"y\": \"yes\", \"pdays\": \"195\", \"total_measure\": 24.0, \"share_within_group\": 0.21193924408336276}, {\"y\": \"yes\", \"pdays\": \"89\", \"total_measure\": 24.0, \"share_within_group\": 0.21193924408336276}, {\"y\": \"yes\", \"pdays\": \"188\", \"total_measure\": 23.0, \"share_within_group\": 0.203108442246556}, {\"y\": \"yes\", \"pdays\": \"192\", \"total_measure\": 23.0, \"share_within_group\": 0.203108442246556}, {\"y\": \"yes\", \"pdays\": \"178\", \"total_measure\": 21.0, \"share_within_group\": 0.18544683857294242}, {\"y\": \"yes\", \"pdays\": \"196\", \"total_measure\": 21.0, \"share_within_group\": 0.18544683857294242}, {\"y\": \"yes\", \"pdays\": \"104\", \"total_measure\": 20.0, \"share_within_group\": 0.17661603673613563}, {\"y\": \"yes\", \"pdays\": \"199\", \"total_measure\": 18.0, \"share_within_group\": 0.15895443306252208}, {\"y\": \"yes\", \"pdays\": \"84\", \"total_measure\": 18.0, \"share_within_group\": 0.15895443306252208}, {\"y\": \"yes\", \"pdays\": \"85\", \"total_measure\": 18.0, \"share_within_group\": 0.15895443306252208}, {\"y\": \"yes\", \"pdays\": \"126\", \"total_measure\": 17.0, \"share_within_group\": 0.1501236312257153}, {\"y\": \"no\", \"pdays\": \"175\", \"total_measure\": 165.0, \"share_within_group\": 0.14520557589411434}, {\"y\": \"yes\", \"pdays\": \"102\", \"total_measure\": 16.0, \"share_within_group\": 0.14129282938890853}, {\"y\": \"yes\", \"pdays\": \"119\", \"total_measure\": 16.0, \"share_within_group\": 0.14129282938890853}, {\"y\": \"yes\", \"pdays\": \"150\", \"total_measure\": 16.0, \"share_within_group\": 0.14129282938890853}, {\"y\": \"yes\", \"pdays\": \"175\", \"total_measure\": 16.0, \"share_within_group\": 0.14129282938890853}, {\"y\": \"no\", \"pdays\": \"350\", \"total_measure\": 159.0, \"share_within_group\": 0.13992537313432835}, {\"y\": \"no\", \"pdays\": \"182\", \"total_measure\": 154.0, \"share_within_group\": 0.13552520416784006}, {\"y\": \"no\", \"pdays\": \"370\", \"total_measure\": 151.0, \"share_within_group\": 0.13288510278794705}, {\"y\": \"yes\", \"pdays\": \"100\", \"total_measure\": 15.0, \"share_within_group\": 0.13246202755210174}, {\"y\": \"yes\", \"pdays\": \"190\", \"total_measure\": 15.0, \"share_within_group\": 0.13246202755210174}, {\"y\": \"yes\", \"pdays\": \"370\", \"total_measure\": 15.0, \"share_within_group\": 0.13246202755210174}, {\"y\": \"yes\", \"pdays\": \"80\", \"total_measure\": 15.0, \"share_within_group\": 0.13246202755210174}, {\"y\": \"no\", \"pdays\": \"364\", \"total_measure\": 146.0, \"share_within_group\": 0.12848493382145876}, {\"y\": \"no\", \"pdays\": \"349\", \"total_measure\": 145.0, \"share_within_group\": 0.12760490002816108}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 50.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c765d43e3b0b7551bd686a0abb4be9024d42afd3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:29:10.126032+00:00", + "ended_at": "2026-05-04T08:29:24.914027+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_7c8ab7ac3de24de7", + "problem_id": "v2p_m8_4a985e2e241145cc", + "dataset_id": "m8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, measure_col=campaign.", + "bindings": { + "group_col": "y", + "measure_col": "campaign", + "item_col": "pdays", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_7c8ab7ac3de24de7.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7c8ab7ac3de24de7", + "api_calls": 0, + "input_tokens": 22718, + "cached_input_tokens": 19840, + "output_tokens": 280, + "total_tokens": 22998, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2627, + "estimated_output_tokens": 153, + "estimated_total_tokens": 2780, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14699.54, + "sql_execution_elapsed_ms_total": 50.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_7c8ab7ac3de24de7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b03f4236d60b6dcff6a40fdfc04ea6373e2d75d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7c8ab7ac3de24de7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:29:24.855667+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14699.54, "started_at": "2026-05-04T08:29:10.138650+00:00", "ended_at": "2026-05-04T08:29:24.838377+00:00", "prompt_metrics": {"chars": 9352, "bytes_utf8": 9352, "lines": 302, "estimated_tokens": 2627}, "response_metrics": {"chars": 569, "bytes_utf8": 569, "lines": 1, "estimated_tokens": 153}, "usage": {"input_tokens": 22718, "cached_input_tokens": 19840, "output_tokens": 280}, "stderr_preview": "2026-05-04T08:29:10.355758Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:29:12.760087Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=loan, measure_col=campaign.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "loan", + "measure_col": "campaign", + "item_col": "pdays", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0ef48d2b6b0ce35f85a6cacd75f5c895158d636 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-0d8a-79f1-87a3-49e41c5ea6a6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"loan\\\", \\\"pdays\\\",\\n SUM(CAST(\\\"campaign\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"campaign\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"campaign\\\" AS REAL))) OVER (PARTITION BY \\\"loan\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"loan\\\", \\\"pdays\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"loan\\\", item_col=\\\"pdays\\\", and measure_col=\\\"campaign\\\". Cast \\\"campaign\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22718,"cached_input_tokens":19840,"output_tokens":238}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60121f887939d3011e0765d5eca64b9a0ba95d92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"loan\", \"pdays\",\n SUM(CAST(\"campaign\" AS REAL)) AS total_measure,\n SUM(CAST(\"campaign\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"campaign\" AS REAL))) OVER (PARTITION BY \"loan\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"loan\", \"pdays\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"loan\", item_col=\"pdays\", and measure_col=\"campaign\". Cast \"campaign\" to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd5cceb832a8d7ea76ed969206083e37267db63b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:32:29.126010Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:32:31.787412Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:32:41.650519Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b4a4a6c540144a793b918c014ff5769270b1057 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=loan, measure_col=campaign. +Result preview: [{"loan": "yes", "pdays": "-1", "total_measure": 18192.0, "share_within_group": 88.59452615174833}, {"loan": "no", "pdays": "-1", "total_measure": 89786.0, "share_within_group": 85.98379651797514}, {"loan": "no", "pdays": "182", "total_measure": 260.0, "share_within_group": 0.24898967650495107}, {"loan": "yes", "pdays": "182", "total_measure": 47.0, "share_within_group": 0.22888867244569983}, {"loan": "no", "pdays": "92", "total_measure": 213.0, "share_within_group": 0.20398000421367146}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a4ffdd904bcae677d2842d0f53b1211a5add789b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_7e861d610574a0bd +-- problem_id: v2p_m8_c28b659db7cafaa2 +-- realization_mode: agent +-- source_kind: agent +SELECT "loan", "pdays", + SUM(CAST("campaign" AS REAL)) AS total_measure, + SUM(CAST("campaign" AS REAL)) * 100.0 / SUM(SUM(CAST("campaign" AS REAL))) OVER (PARTITION BY "loan") AS share_within_group +FROM "m8" +GROUP BY "loan", "pdays" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c447bb0702add4d233a36e198a2a7d66b373709c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"loan\", \"pdays\",\n SUM(CAST(\"campaign\" AS REAL)) AS total_measure,\n SUM(CAST(\"campaign\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"campaign\" AS REAL))) OVER (PARTITION BY \"loan\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"loan\", \"pdays\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"loan\\\", \\\"pdays\\\",\\n SUM(CAST(\\\"campaign\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"campaign\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"campaign\\\" AS REAL))) OVER (PARTITION BY \\\"loan\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"loan\\\", \\\"pdays\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"loan\", \"pdays\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"loan\": \"yes\", \"pdays\": \"-1\", \"total_measure\": 18192.0, \"share_within_group\": 88.59452615174833}, {\"loan\": \"no\", \"pdays\": \"-1\", \"total_measure\": 89786.0, \"share_within_group\": 85.98379651797514}, {\"loan\": \"no\", \"pdays\": \"182\", \"total_measure\": 260.0, \"share_within_group\": 0.24898967650495107}, {\"loan\": \"yes\", \"pdays\": \"182\", \"total_measure\": 47.0, \"share_within_group\": 0.22888867244569983}, {\"loan\": \"no\", \"pdays\": \"92\", \"total_measure\": 213.0, \"share_within_group\": 0.20398000421367146}, {\"loan\": \"no\", \"pdays\": \"183\", \"total_measure\": 201.0, \"share_within_group\": 0.19248817299036602}, {\"loan\": \"no\", \"pdays\": \"181\", \"total_measure\": 198.0, \"share_within_group\": 0.18961521518453966}, {\"loan\": \"yes\", \"pdays\": \"350\", \"total_measure\": 38.0, \"share_within_group\": 0.18505892665822538}, {\"loan\": \"no\", \"pdays\": \"91\", \"total_measure\": 184.0, \"share_within_group\": 0.17620807875734998}, {\"loan\": \"yes\", \"pdays\": \"343\", \"total_measure\": 34.0, \"share_within_group\": 0.16557903964157009}, {\"loan\": \"no\", \"pdays\": \"175\", \"total_measure\": 169.0, \"share_within_group\": 0.16184328972821818}, {\"loan\": \"no\", \"pdays\": \"185\", \"total_measure\": 151.0, \"share_within_group\": 0.14460554289326005}, {\"loan\": \"no\", \"pdays\": \"370\", \"total_measure\": 148.0, \"share_within_group\": 0.1417325850874337}, {\"loan\": \"yes\", \"pdays\": \"196\", \"total_measure\": 29.0, \"share_within_group\": 0.14122918087075095}, {\"loan\": \"no\", \"pdays\": \"94\", \"total_measure\": 146.0, \"share_within_group\": 0.13981727988354944}, {\"loan\": \"no\", \"pdays\": \"95\", \"total_measure\": 143.0, \"share_within_group\": 0.13694432207772309}, {\"loan\": \"yes\", \"pdays\": \"167\", \"total_measure\": 28.0, \"share_within_group\": 0.1363592091165871}, {\"loan\": \"no\", \"pdays\": \"364\", \"total_measure\": 139.0, \"share_within_group\": 0.13311371166995462}, {\"loan\": \"yes\", \"pdays\": \"349\", \"total_measure\": 27.0, \"share_within_group\": 0.1314892373624233}, {\"loan\": \"no\", \"pdays\": \"184\", \"total_measure\": 136.0, \"share_within_group\": 0.13024075386412826}, {\"loan\": \"no\", \"pdays\": \"350\", \"total_measure\": 131.0, \"share_within_group\": 0.12545249085441765}, {\"loan\": \"yes\", \"pdays\": \"113\", \"total_measure\": 25.0, \"share_within_group\": 0.12174929385409565}, {\"loan\": \"yes\", \"pdays\": \"188\", \"total_measure\": 25.0, \"share_within_group\": 0.12174929385409565}, {\"loan\": \"no\", \"pdays\": \"93\", \"total_measure\": 127.0, \"share_within_group\": 0.12162188044664918}, {\"loan\": \"no\", \"pdays\": \"349\", \"total_measure\": 124.0, \"share_within_group\": 0.11874892264082282}, {\"loan\": \"no\", \"pdays\": \"365\", \"total_measure\": 124.0, \"share_within_group\": 0.11874892264082282}, {\"loan\": \"yes\", \"pdays\": \"172\", \"total_measure\": 24.0, \"share_within_group\": 0.11687932209993182}, {\"loan\": \"no\", \"pdays\": \"371\", \"total_measure\": 119.0, \"share_within_group\": 0.11396065963111222}, {\"loan\": \"no\", \"pdays\": \"174\", \"total_measure\": 117.0, \"share_within_group\": 0.11204535442722798}, {\"loan\": \"yes\", \"pdays\": \"150\", \"total_measure\": 23.0, \"share_within_group\": 0.11200935034576799}, {\"loan\": \"yes\", \"pdays\": \"352\", \"total_measure\": 23.0, \"share_within_group\": 0.11200935034576799}, {\"loan\": \"no\", \"pdays\": \"186\", \"total_measure\": 116.0, \"share_within_group\": 0.11108770182528586}, {\"loan\": \"no\", \"pdays\": \"189\", \"total_measure\": 116.0, \"share_within_group\": 0.11108770182528586}, {\"loan\": \"yes\", \"pdays\": \"183\", \"total_measure\": 22.0, \"share_within_group\": 0.10713937859160416}, {\"loan\": \"yes\", \"pdays\": \"190\", \"total_measure\": 22.0, \"share_within_group\": 0.10713937859160416}, {\"loan\": \"no\", \"pdays\": \"367\", \"total_measure\": 109.0, \"share_within_group\": 0.10438413361169102}, {\"loan\": \"no\", \"pdays\": \"97\", \"total_measure\": 108.0, \"share_within_group\": 0.1034264810097489}, {\"loan\": \"yes\", \"pdays\": \"252\", \"total_measure\": 21.0, \"share_within_group\": 0.10226940683744035}, {\"loan\": \"no\", \"pdays\": \"178\", \"total_measure\": 106.0, \"share_within_group\": 0.10151117580586466}, {\"loan\": \"no\", \"pdays\": \"188\", \"total_measure\": 106.0, \"share_within_group\": 0.10151117580586466}, {\"loan\": \"no\", \"pdays\": \"360\", \"total_measure\": 106.0, \"share_within_group\": 0.10151117580586466}, {\"loan\": \"no\", \"pdays\": \"342\", \"total_measure\": 103.0, \"share_within_group\": 0.0986382180000383}, {\"loan\": \"yes\", \"pdays\": \"351\", \"total_measure\": 20.0, \"share_within_group\": 0.09739943508327652}, {\"loan\": \"yes\", \"pdays\": \"363\", \"total_measure\": 20.0, \"share_within_group\": 0.09739943508327652}, {\"loan\": \"no\", \"pdays\": \"179\", \"total_measure\": 98.0, \"share_within_group\": 0.09384995499032771}, {\"loan\": \"no\", \"pdays\": \"357\", \"total_measure\": 98.0, \"share_within_group\": 0.09384995499032771}, {\"loan\": \"no\", \"pdays\": \"363\", \"total_measure\": 97.0, \"share_within_group\": 0.09289230238838558}, {\"loan\": \"no\", \"pdays\": \"90\", \"total_measure\": 97.0, \"share_within_group\": 0.09289230238838558}, {\"loan\": \"yes\", \"pdays\": \"353\", \"total_measure\": 19.0, \"share_within_group\": 0.09252946332911269}, {\"loan\": \"yes\", \"pdays\": \"7\", \"total_measure\": 19.0, \"share_within_group\": 0.09252946332911269}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 81.0}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5f871a61fffcc7c99b8efba6a461d2c2dae283ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:32:28.929433+00:00", + "ended_at": "2026-05-04T08:32:42.494558+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_7e861d610574a0bd", + "problem_id": "v2p_m8_c28b659db7cafaa2", + "dataset_id": "m8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=loan, measure_col=campaign.", + "bindings": { + "group_col": "loan", + "measure_col": "campaign", + "item_col": "pdays", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=81" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_7e861d610574a0bd.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7e861d610574a0bd", + "api_calls": 0, + "input_tokens": 22718, + "cached_input_tokens": 19840, + "output_tokens": 238, + "total_tokens": 22956, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2627, + "estimated_output_tokens": 151, + "estimated_total_tokens": 2778, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13441.01, + "sql_execution_elapsed_ms_total": 81.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_7e861d610574a0bd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d7c106cc62b1905f7871a808315d75079b58cc5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_7e861d610574a0bd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:32:42.407677+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13441.01, "started_at": "2026-05-04T08:32:28.938911+00:00", "ended_at": "2026-05-04T08:32:42.380328+00:00", "prompt_metrics": {"chars": 9353, "bytes_utf8": 9353, "lines": 302, "estimated_tokens": 2627}, "response_metrics": {"chars": 559, "bytes_utf8": 559, "lines": 1, "estimated_tokens": 151}, "usage": {"input_tokens": 22718, "cached_input_tokens": 19840, "output_tokens": 238}, "stderr_preview": "2026-05-04T08:32:29.126010Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:32:31.787412Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=poutcome.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "poutcome", + "predicate_col": "age", + "predicate_op": ">=", + "predicate_value": 48.0, + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..42f4f34fb2f82b73d33c623b52ea082e405c19e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-0fd4-7c10-9a9e-4d191cf11133"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"poutcome\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"age\\\" AS REAL) >= 48.0\\nGROUP BY \\\"poutcome\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"poutcome\\\" and predicate_col bound to \\\"age\\\". Cast \\\"age\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22651,"cached_input_tokens":19840,"output_tokens":128}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..61585ad397deac841c5960912c09b33427e20aea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"poutcome\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"age\" AS REAL) >= 48.0\nGROUP BY \"poutcome\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"poutcome\" and predicate_col bound to \"age\". Cast \"age\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b59edfa71d693520d38f40f3fd5fa739733756c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:38.990991Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:41.366473Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:49.386216Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..361af91c7b992284389819a7d4313f5501116f79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=poutcome. +Result preview: [{"poutcome": "unknown", "support": 10085}, {"poutcome": "failure", "support": 1194}, {"poutcome": "success", "support": 500}, {"poutcome": "other", "support": 406}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b4016a448006936ffec7a2cb9f110a5ee59a6ea5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_8025a655da6ded1d +-- problem_id: v2p_m8_ad003611fb413625 +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", COUNT(*) AS support +FROM "m8" +WHERE CAST("age" AS REAL) >= 48.0 +GROUP BY "poutcome" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59ae4da63c03deefc4fb20038453f230f1162b9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"poutcome\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"age\" AS REAL) >= 48.0\nGROUP BY \"poutcome\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"poutcome\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"age\\\" AS REAL) >= 48.0\\nGROUP BY \\\"poutcome\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"poutcome\", \"support\"], \"rows\": [{\"poutcome\": \"unknown\", \"support\": 10085}, {\"poutcome\": \"failure\", \"support\": 1194}, {\"poutcome\": \"success\", \"support\": 500}, {\"poutcome\": \"other\", \"support\": 406}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.67}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1d38df6be3ff0ab02d2ea9e52992eb8912ed3580 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:10:38.801200+00:00", + "ended_at": "2026-05-04T08:10:50.118180+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_8025a655da6ded1d", + "problem_id": "v2p_m8_ad003611fb413625", + "dataset_id": "m8", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=poutcome.", + "bindings": { + "group_col": "poutcome", + "predicate_col": "age", + "predicate_op": ">=", + "predicate_value": 48.0, + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_8025a655da6ded1d.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8025a655da6ded1d", + "api_calls": 0, + "input_tokens": 22651, + "cached_input_tokens": 19840, + "output_tokens": 128, + "total_tokens": 22779, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2562, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2674, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11262.86, + "sql_execution_elapsed_ms_total": 16.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_8025a655da6ded1d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae19541658b78670690decb5c91ce9ba1353a8df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:50.093771+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11262.86, "started_at": "2026-05-04T08:10:38.809702+00:00", "ended_at": "2026-05-04T08:10:50.072560+00:00", "prompt_metrics": {"chars": 9141, "bytes_utf8": 9141, "lines": 302, "estimated_tokens": 2562}, "response_metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22651, "cached_input_tokens": 19840, "output_tokens": 128}, "stderr_preview": "2026-05-04T08:10:38.990991Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:41.366473Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 48.0\\nGROUP BY \\\"poutcome\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"poutcome\\\" and predicate_col bound to \\\"age\\\". Cast \\\"age\\\" to REAL because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..de757cb2f50b10617d5a8333f6080d164e05f7d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8025a655da6ded1d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8025a655da6ded1d", + "api_calls": 0, + "input_tokens": 22651, + "cached_input_tokens": 19840, + "output_tokens": 128, + "total_tokens": 22779, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2562, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2674, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11262.86, + "sql_execution_elapsed_ms_total": 16.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_8025a655da6ded1d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1214a5fb98b851049ef64b2096289a0cecb6a874 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9219, "bytes_utf8": 9219, "lines": 303, "estimated_tokens": 2573}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22664, "cached_input_tokens": 21888, "output_tokens": 133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9afdab1bcf5e42b57503112b5454d0d2014a7b90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8089f04d855d6ef7", + "api_calls": 0, + "input_tokens": 22664, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 22797, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2573, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2685, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12842.45, + "sql_execution_elapsed_ms_total": 28.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_8089f04d855d6ef7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..13d260573a6906fa02915806a863a78df1261a3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:25:16.819322+00:00", + "ended_at": "2026-05-04T08:25:29.660757+00:00", + "elapsed_ms": 12842.45, + "prompt_metrics": { + "chars": 9219, + "bytes_utf8": 9219, + "lines": 303, + "estimated_tokens": 2573 + }, + "stdout_metrics": { + "chars": 779, + "bytes_utf8": 779, + "lines": 4, + "estimated_tokens": 217 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 454, + "bytes_utf8": 454, + "lines": 1, + "estimated_tokens": 112 + }, + "usage": { + "input_tokens": 22664, + "cached_input_tokens": 21888, + "output_tokens": 133 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4526ebb2ffb5228cc4f40060cc0c1664690a49d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=month, condition_col=poutcome.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "month", + "condition_col": "poutcome", + "condition_value": "failure", + "positive_value": "unknown", + "negative_value": "failure", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddad3a26cc7ca364eb9a0d216ed2ff16a67b61e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df217-758d-7b80-8e69-28b1106ab0c5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"month\\\",\\n AVG(CASE WHEN \\\"poutcome\\\" = 'failure' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"month\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"month\\\" and condition_col bound to \\\"poutcome\\\", using condition_value 'failure'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22664,"cached_input_tokens":21888,"output_tokens":133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7373dcecc5c96040ed82c0db64ae34344285abd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"month\",\n AVG(CASE WHEN \"poutcome\" = 'failure' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"month\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"month\" and condition_col bound to \"poutcome\", using condition_value 'failure'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15dbdcdfedb631451730ecb69c67df35a8a3896f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:25:16.987672Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:25:19.576045Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:25:28.851804Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bb8e9fe6493eac6c3211dba08e3e29f013956f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=month, condition_col=poutcome. +Result preview: [{"month": "apr", "condition_rate": 0.25136425648021826}, {"month": "sep", "condition_rate": 0.20725388601036268}, {"month": "jan", "condition_rate": 0.2059871703492516}, {"month": "nov", "condition_rate": 0.20075566750629723}, {"month": "feb", "condition_rate": 0.19969799924499812}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1db419a16c529f347e2ab5264ceb51a6c6ed0056 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_8089f04d855d6ef7 +-- problem_id: v2p_m8_6b81cc282419ad11 +-- realization_mode: agent +-- source_kind: agent +SELECT "month", + AVG(CASE WHEN "poutcome" = 'failure' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "month" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29e99194bfaef90acc8a2160a05320a9a33954ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"month\",\n AVG(CASE WHEN \"poutcome\" = 'failure' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"month\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"month\\\",\\n AVG(CASE WHEN \\\"poutcome\\\" = 'failure' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"month\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"month\", \"condition_rate\"], \"rows\": [{\"month\": \"apr\", \"condition_rate\": 0.25136425648021826}, {\"month\": \"sep\", \"condition_rate\": 0.20725388601036268}, {\"month\": \"jan\", \"condition_rate\": 0.2059871703492516}, {\"month\": \"nov\", \"condition_rate\": 0.20075566750629723}, {\"month\": \"feb\", \"condition_rate\": 0.19969799924499812}, {\"month\": \"oct\", \"condition_rate\": 0.1991869918699187}, {\"month\": \"dec\", \"condition_rate\": 0.19158878504672897}, {\"month\": \"mar\", \"condition_rate\": 0.15723270440251572}, {\"month\": \"may\", \"condition_rate\": 0.12254830742408833}, {\"month\": \"aug\", \"condition_rate\": 0.03793821034096366}, {\"month\": \"jun\", \"condition_rate\": 0.02490170380078637}, {\"month\": \"jul\", \"condition_rate\": 0.015808556925308196}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 28.28}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7ff9c96049d033262f74f8d2b103be73ca00b7d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:25:16.811933+00:00", + "ended_at": "2026-05-04T08:25:29.715752+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_8089f04d855d6ef7", + "problem_id": "v2p_m8_6b81cc282419ad11", + "dataset_id": "m8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=month, condition_col=poutcome.", + "bindings": { + "group_col": "month", + "condition_col": "poutcome", + "condition_value": "failure", + "positive_value": "unknown", + "negative_value": "failure", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_8089f04d855d6ef7.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8089f04d855d6ef7", + "api_calls": 0, + "input_tokens": 22664, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 22797, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2573, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2685, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12842.45, + "sql_execution_elapsed_ms_total": 28.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_8089f04d855d6ef7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b4a02526934dbc3aeb61569abea8c6d91eff1290 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8089f04d855d6ef7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:25:29.680082+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12842.45, "started_at": "2026-05-04T08:25:16.819322+00:00", "ended_at": "2026-05-04T08:25:29.660757+00:00", "prompt_metrics": {"chars": 9219, "bytes_utf8": 9219, "lines": 303, "estimated_tokens": 2573}, "response_metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22664, "cached_input_tokens": 21888, "output_tokens": 133}, "stderr_preview": "2026-05-04T08:25:16.987672Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:25:19.576045Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=education, group_col_2=default, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "education", + "group_col_2": "default", + "target_col": "y", + "target_value": "yes", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1ff4fb1402fbc568660208992602312b0a09144 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-4661-7601-9d37-28ceb8715ca7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"default\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"default\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the specified Two-Axis Target Rate Surface template with group_col=\\\"education\\\", group_col_2=\\\"default\\\", and target_col=\\\"y\\\" targeting value 'yes'. All identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22699,"cached_input_tokens":21888,"output_tokens":135}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..535d734ef0ba1d8e654ca5c1c22d2114885e9dfe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"default\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"education\", \"default\"\nORDER BY target_rate DESC;","notes":"Used the specified Two-Axis Target Rate Surface template with group_col=\"education\", group_col_2=\"default\", and target_col=\"y\" targeting value 'yes'. All identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b08492ea5d79e547418015bb3a5f638b0985f693 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:37.240177Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:39.680603Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:50.881066Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..58b04a0bdb892f8df6588d907e9454264470cce0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=education, group_col_2=default, target_col=y. +Result preview: [{"education": "tertiary", "default": "no", "target_rate": 0.15126306952606272}, {"education": "unknown", "default": "no", "target_rate": 0.1358904109589041}, {"education": "unknown", "default": "yes", "target_rate": 0.125}, {"education": "secondary", "default": "no", "target_rate": 0.10648962363700316}, {"education": "primary", "default": "no", "target_rate": 0.08700178465199286}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1eb138554d7817239bea45e2dcc02d55a566efbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_81f576aa0d54397e +-- problem_id: v2p_m8_e86eedb78292b571 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "default", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "education", "default" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..949eef530f3fcb7b3917088737474ae2f84b3f48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"default\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"education\", \"default\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"default\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"default\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"education\", \"default\", \"target_rate\"], \"rows\": [{\"education\": \"tertiary\", \"default\": \"no\", \"target_rate\": 0.15126306952606272}, {\"education\": \"unknown\", \"default\": \"no\", \"target_rate\": 0.1358904109589041}, {\"education\": \"unknown\", \"default\": \"yes\", \"target_rate\": 0.125}, {\"education\": \"secondary\", \"default\": \"no\", \"target_rate\": 0.10648962363700316}, {\"education\": \"primary\", \"default\": \"no\", \"target_rate\": 0.08700178465199286}, {\"education\": \"tertiary\", \"default\": \"yes\", \"target_rate\": 0.0707070707070707}, {\"education\": \"secondary\", \"default\": \"yes\", \"target_rate\": 0.0611353711790393}, {\"education\": \"primary\", \"default\": \"yes\", \"target_rate\": 0.047244094488188976}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 59.33}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..68399f2c50ad3ca42c86fa195fa0cd0c2e39f268 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:19:37.046487+00:00", + "ended_at": "2026-05-04T08:19:51.787116+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_81f576aa0d54397e", + "problem_id": "v2p_m8_e86eedb78292b571", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=education, group_col_2=default, target_col=y.", + "bindings": { + "group_col": "education", + "group_col_2": "default", + "target_col": "y", + "target_value": "yes", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_81f576aa0d54397e.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_81f576aa0d54397e", + "api_calls": 0, + "input_tokens": 22699, + "cached_input_tokens": 21888, + "output_tokens": 135, + "total_tokens": 22834, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2608, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2727, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14646.85, + "sql_execution_elapsed_ms_total": 59.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_81f576aa0d54397e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0934315f4ccd93514474a52373d5ec61ef2f7199 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_81f576aa0d54397e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:51.720758+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14646.85, "started_at": "2026-05-04T08:19:37.054755+00:00", "ended_at": "2026-05-04T08:19:51.701170+00:00", "prompt_metrics": {"chars": 9240, "bytes_utf8": 9240, "lines": 303, "estimated_tokens": 2608}, "response_metrics": {"chars": 472, "bytes_utf8": 472, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22699, "cached_input_tokens": 21888, "output_tokens": 135}, "stderr_preview": "2026-05-04T08:19:37.240177Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:39.680603Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=previous.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "previous", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..097e8c1a14ff94adce26a7a162d9e16bf668cbdc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22b-fa88-71e3-b041-c938f3e972cf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\",\\n PERCENT_RANK() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"previous\\\" AS REAL)\\n ) AS \\\"pct_rank\\\"\\n FROM \\\"m8\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n MIN(\\\"previous_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"pct_rank\\\" >= 0.95\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned grouped-percentile pattern with group_col=\\\"y\\\" and measure_col=\\\"previous\\\". Since SQLite does not support PERCENTILE_CONT, this approximates the 95th percentile point via PERCENT_RANK() and the smallest value at or above the 0.95 rank threshold.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22637,"cached_input_tokens":21888,"output_tokens":865}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1f94dd4fd522575875074b6ee25032862e46998 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n PERCENT_RANK() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"pct_rank\"\n FROM \"m8\"\n)\nSELECT\n \"y\",\n MIN(\"previous_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"pct_rank\" >= 0.95\nGROUP BY \"y\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used the planned grouped-percentile pattern with group_col=\"y\" and measure_col=\"previous\". Since SQLite does not support PERCENTILE_CONT, this approximates the 95th percentile point via PERCENT_RANK() and the smallest value at or above the 0.95 rank threshold."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a157526f8c3aa769e5c2f958d435255ca3137a93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:47:41.771718Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:47:44.359068Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:48:05.879383Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2295207c43ba5d86ab377d33932e7f5e5c0281c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=previous. +Result preview: [{"y": "yes", "percentile_measure": 7.0}, {"y": "no", "percentile_measure": 4.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..70cc00cf393085e9639b2f7e31504b7b491bc160 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/generated_sql.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_836e3a0aa41d89e8 +-- problem_id: v2p_m8_e85506adb9f902e1 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("previous" AS REAL) AS "previous_value", + PERCENT_RANK() OVER ( + PARTITION BY "y" + ORDER BY CAST("previous" AS REAL) + ) AS "pct_rank" + FROM "m8" +) +SELECT + "y", + MIN("previous_value") AS "percentile_measure" +FROM "ranked" +WHERE "pct_rank" >= 0.95 +GROUP BY "y" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..40a934b6465b252f50136c95f0d074dc450b8c46 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n PERCENT_RANK() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"pct_rank\"\n FROM \"m8\"\n)\nSELECT\n \"y\",\n MIN(\"previous_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"pct_rank\" >= 0.95\nGROUP BY \"y\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\",\\n PERCENT_RANK() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"previous\\\" AS REAL)\\n ) AS \\\"pct_rank\\\"\\n FROM \\\"m8\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n MIN(\\\"previous_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"pct_rank\\\" >= 0.95\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"yes\", \"percentile_measure\": 7.0}, {\"y\": \"no\", \"percentile_measure\": 4.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 98.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6bb545c0cbb0d8a75264573d2e5b95b71c169225 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:47:41.515380+00:00", + "ended_at": "2026-05-04T08:48:06.733567+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_836e3a0aa41d89e8", + "problem_id": "v2p_m8_e85506adb9f902e1", + "dataset_id": "m8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=previous.", + "bindings": { + "group_col": "y", + "measure_col": "previous", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=104" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_836e3a0aa41d89e8.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_836e3a0aa41d89e8", + "api_calls": 0, + "input_tokens": 22637, + "cached_input_tokens": 21888, + "output_tokens": 865, + "total_tokens": 23502, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2546, + "estimated_output_tokens": 205, + "estimated_total_tokens": 2751, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25085.38, + "sql_execution_elapsed_ms_total": 98.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_836e3a0aa41d89e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b9d40484f037fd1031a287fe49d36bdf671be88b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:48:06.622434+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25085.38, "started_at": "2026-05-04T08:47:41.524738+00:00", "ended_at": "2026-05-04T08:48:06.610212+00:00", "prompt_metrics": {"chars": 9124, "bytes_utf8": 9124, "lines": 300, "estimated_tokens": 2546}, "response_metrics": {"chars": 736, "bytes_utf8": 736, "lines": 1, "estimated_tokens": 205}, "usage": {"input_tokens": 22637, "cached_input_tokens": 21888, "output_tokens": 865}, "stderr_preview": "2026-05-04T08:47:41.771718Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:47:44.359068Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.95\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned grouped-percentile pattern with group_col=\\\"y\\\" and measure_col=\\\"previous\\\". Since SQLite does not support PERCENTILE_CONT, this approximates the 95th percentile point via PERCENT_RANK() and the smallest value at or above the 0.95 rank threshold.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..76b5c92e15f4048d6639d7c731a456faa41c5c2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_836e3a0aa41d89e8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_836e3a0aa41d89e8", + "api_calls": 0, + "input_tokens": 22637, + "cached_input_tokens": 21888, + "output_tokens": 865, + "total_tokens": 23502, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2546, + "estimated_output_tokens": 205, + "estimated_total_tokens": 2751, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25085.38, + "sql_execution_elapsed_ms_total": 98.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_836e3a0aa41d89e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_86f4da5cfb4eedc8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_86f4da5cfb4eedc8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2762d2f3dcc37cbb849a610478849514cc6944a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_86f4da5cfb4eedc8/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "20", "support": 2752, "support_share": 0.060870142222025615, "cumulative_support": 2752}, {"value_label": "18", "support": 2308, "support_share": 0.05104952334608834, "cumulative_support": 5060}, {"value_label": "21", "support": 2026, "support_share": 0.04481210324920926, "cumulative_support": 7086}, {"value_label": "17", "support": 1939, "support_share": 0.04288779279378912, "cumulative_support": 9025}, {"value_label": "6", "support": 1932, "support_share": 0.042732963216916234, "cumulative_support": 10957}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_86f4da5cfb4eedc8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_86f4da5cfb4eedc8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f04b283586b912e6a35b72081d88a5d92d3c3113 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_86f4da5cfb4eedc8/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m8_86f4da5cfb4eedc8 +-- problem_id: v2p_m8_30dd46f61705efe8 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "day" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "day" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_86f4da5cfb4eedc8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_86f4da5cfb4eedc8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..40bcec32ba71668de069b71028e61b93098700d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_86f4da5cfb4eedc8/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m8_86f4da5cfb4eedc8\n-- problem_id: v2p_m8_30dd46f61705efe8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"day\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"day\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m8_86f4da5cfb4eedc8\\n-- problem_id: v2p_m8_30dd46f61705efe8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"day\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"day\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"20\", \"support\": 2752, \"support_share\": 0.060870142222025615, \"cumulative_support\": 2752}, {\"value_label\": \"18\", \"support\": 2308, \"support_share\": 0.05104952334608834, \"cumulative_support\": 5060}, {\"value_label\": \"21\", \"support\": 2026, \"support_share\": 0.04481210324920926, \"cumulative_support\": 7086}, {\"value_label\": \"17\", \"support\": 1939, \"support_share\": 0.04288779279378912, \"cumulative_support\": 9025}, {\"value_label\": \"6\", \"support\": 1932, \"support_share\": 0.042732963216916234, \"cumulative_support\": 10957}, {\"value_label\": \"5\", \"support\": 1910, \"support_share\": 0.042246355975315744, \"cumulative_support\": 12867}, {\"value_label\": \"14\", \"support\": 1848, \"support_share\": 0.04087500829444162, \"cumulative_support\": 14715}, {\"value_label\": \"8\", \"support\": 1842, \"support_share\": 0.04074229722855057, \"cumulative_support\": 16557}, {\"value_label\": \"28\", \"support\": 1830, \"support_share\": 0.040476875096768485, \"cumulative_support\": 18387}, {\"value_label\": \"7\", \"support\": 1817, \"support_share\": 0.040189334454004556, \"cumulative_support\": 20204}, {\"value_label\": \"19\", \"support\": 1757, \"support_share\": 0.03886222379509412, \"cumulative_support\": 21961}, {\"value_label\": \"29\", \"support\": 1745, \"support_share\": 0.03859680166331202, \"cumulative_support\": 23706}, {\"value_label\": \"15\", \"support\": 1703, \"support_share\": 0.037667824202074714, \"cumulative_support\": 25409}, {\"value_label\": \"12\", \"support\": 1603, \"support_share\": 0.03545597310389065, \"cumulative_support\": 27012}, {\"value_label\": \"13\", \"support\": 1585, \"support_share\": 0.03505783990621751, \"cumulative_support\": 28597}, {\"value_label\": \"30\", \"support\": 1566, \"support_share\": 0.03463758819756254, \"cumulative_support\": 30163}, {\"value_label\": \"9\", \"support\": 1561, \"support_share\": 0.03452699564265334, \"cumulative_support\": 31724}, {\"value_label\": \"11\", \"support\": 1479, \"support_share\": 0.0327132777421424, \"cumulative_support\": 33203}, {\"value_label\": \"4\", \"support\": 1445, \"support_share\": 0.03196124836875981, \"cumulative_support\": 34648}, {\"value_label\": \"16\", \"support\": 1415, \"support_share\": 0.031297693039304596, \"cumulative_support\": 36063}, {\"value_label\": \"2\", \"support\": 1293, \"support_share\": 0.02859923469952003, \"cumulative_support\": 37356}, {\"value_label\": \"27\", \"support\": 1121, \"support_share\": 0.024794850810643428, \"cumulative_support\": 38477}, {\"value_label\": \"3\", \"support\": 1079, \"support_share\": 0.023865873349406118, \"cumulative_support\": 39556}, {\"value_label\": \"26\", \"support\": 1035, \"support_share\": 0.022892658866205128, \"cumulative_support\": 40591}, {\"value_label\": \"23\", \"support\": 939, \"support_share\": 0.02076928181194842, \"cumulative_support\": 41530}, {\"value_label\": \"22\", \"support\": 905, \"support_share\": 0.020017252438565836, \"cumulative_support\": 42435}, {\"value_label\": \"25\", \"support\": 840, \"support_share\": 0.01857954922474619, \"cumulative_support\": 43275}, {\"value_label\": \"31\", \"support\": 643, \"support_share\": 0.014222202561323572, \"cumulative_support\": 43918}, {\"value_label\": \"10\", \"support\": 524, \"support_share\": 0.011590099754484528, \"cumulative_support\": 44442}, {\"value_label\": \"24\", \"support\": 447, \"support_share\": 0.009886974408882794, \"cumulative_support\": 44889}, {\"value_label\": \"1\", \"support\": 322, \"support_share\": 0.007122160536152706, \"cumulative_support\": 45211}], \"row_count_returned\": 31, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.93}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_86f4da5cfb4eedc8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_86f4da5cfb4eedc8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5f562f487927dbf6e11563689b3453a9f2081fcc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_86f4da5cfb4eedc8/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:10.517644+00:00", + "ended_at": "2026-05-04T08:57:10.543758+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_86f4da5cfb4eedc8", + "problem_id": "v2p_m8_30dd46f61705efe8", + "dataset_id": "m8", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=day.", + "bindings": { + "group_col": "day" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_86f4da5cfb4eedc8.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_86f4da5cfb4eedc8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_86f4da5cfb4eedc8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_86f4da5cfb4eedc8/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..54004a110d7ee7b4b1cc521dc172c9ae95691798 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9239, "bytes_utf8": 9239, "lines": 303, "estimated_tokens": 2613}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 22704, "cached_input_tokens": 21888, "output_tokens": 143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..816ac6ce653c63559b398dd641e156039e6d05ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_874c2e92d267eb78", + "api_calls": 0, + "input_tokens": 22704, + "cached_input_tokens": 21888, + "output_tokens": 143, + "total_tokens": 22847, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2613, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2740, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11819.47, + "sql_execution_elapsed_ms_total": 47.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_874c2e92d267eb78\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a70ecc785fe9540afd6a382053b64d3f69d9f176 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:18:48.610078+00:00", + "ended_at": "2026-05-04T08:19:00.428226+00:00", + "elapsed_ms": 11819.47, + "prompt_metrics": { + "chars": 9239, + "bytes_utf8": 9239, + "lines": 303, + "estimated_tokens": 2613 + }, + "stdout_metrics": { + "chars": 789, + "bytes_utf8": 789, + "lines": 4, + "estimated_tokens": 232 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13172 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 464, + "bytes_utf8": 464, + "lines": 1, + "estimated_tokens": 127 + }, + "usage": { + "input_tokens": 22704, + "cached_input_tokens": 21888, + "output_tokens": 143 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bb2e579bfb4dcf35620be163229bbecd9babb32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=marital, group_col_2=poutcome, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "marital", + "group_col_2": "poutcome", + "target_col": "y", + "target_value": "yes", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c1dd1d9d088e59b3dd1736970349b5b540b927a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-891f-7a43-8b29-fc3d7be1859d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"marital\\\", \\\"poutcome\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"poutcome\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=marital, group_col_2=poutcome, target_col=y, target_value='yes'. SQLite-compatible and limited to the single provided table/columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22704,"cached_input_tokens":21888,"output_tokens":143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88a532b4bd2fc26c6605062a740278395cf2e648 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"marital\", \"poutcome\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"marital\", \"poutcome\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=marital, group_col_2=poutcome, target_col=y, target_value='yes'. SQLite-compatible and limited to the single provided table/columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..76bd71bfef0016f96dad0ea1896a106ad6a6d6ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:48.788853Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:51.146871Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:59.667139Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..df52b44b10b56414552e2027effd23d82135ee97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=marital, group_col_2=poutcome, target_col=y. +Result preview: [{"marital": "married", "poutcome": "success", "target_rate": 0.6543062200956937}, {"marital": "single", "poutcome": "success", "target_rate": 0.6462715105162524}, {"marital": "divorced", "poutcome": "success", "target_rate": 0.6118421052631579}, {"marital": "single", "poutcome": "other", "target_rate": 0.18253968253968253}, {"marital": "divorced", "poutcome": "other", "target_rate": 0.16143497757847533}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a901042b4c635ec6f65074f5cc4871418195e2bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_874c2e92d267eb78 +-- problem_id: v2p_m8_bc49c2ba1946d4db +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", "poutcome", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "marital", "poutcome" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2edbf2e50a32b28c557813f3002160ffb83429cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"marital\", \"poutcome\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"marital\", \"poutcome\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"marital\\\", \\\"poutcome\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"poutcome\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"marital\", \"poutcome\", \"target_rate\"], \"rows\": [{\"marital\": \"married\", \"poutcome\": \"success\", \"target_rate\": 0.6543062200956937}, {\"marital\": \"single\", \"poutcome\": \"success\", \"target_rate\": 0.6462715105162524}, {\"marital\": \"divorced\", \"poutcome\": \"success\", \"target_rate\": 0.6118421052631579}, {\"marital\": \"single\", \"poutcome\": \"other\", \"target_rate\": 0.18253968253968253}, {\"marital\": \"divorced\", \"poutcome\": \"other\", \"target_rate\": 0.16143497757847533}, {\"marital\": \"married\", \"poutcome\": \"other\", \"target_rate\": 0.1580547112462006}, {\"marital\": \"single\", \"poutcome\": \"failure\", \"target_rate\": 0.15217391304347827}, {\"marital\": \"single\", \"poutcome\": \"unknown\", \"target_rate\": 0.12163353246498874}, {\"marital\": \"married\", \"poutcome\": \"failure\", \"target_rate\": 0.11853374443302502}, {\"marital\": \"divorced\", \"poutcome\": \"unknown\", \"target_rate\": 0.10243217960710944}, {\"marital\": \"divorced\", \"poutcome\": \"failure\", \"target_rate\": 0.09892086330935251}, {\"marital\": \"married\", \"poutcome\": \"unknown\", \"target_rate\": 0.07591669633321467}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 47.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fe33a4125b43c37793ecadea2642ee5546a12be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:18:48.598909+00:00", + "ended_at": "2026-05-04T08:19:00.502671+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_874c2e92d267eb78", + "problem_id": "v2p_m8_bc49c2ba1946d4db", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=marital, group_col_2=poutcome, target_col=y.", + "bindings": { + "group_col": "marital", + "group_col_2": "poutcome", + "target_col": "y", + "target_value": "yes", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_874c2e92d267eb78.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_874c2e92d267eb78", + "api_calls": 0, + "input_tokens": 22704, + "cached_input_tokens": 21888, + "output_tokens": 143, + "total_tokens": 22847, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2613, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2740, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11819.47, + "sql_execution_elapsed_ms_total": 47.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_874c2e92d267eb78\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ea83c39b4832e80cc12c722996e795351399ada --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_874c2e92d267eb78/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:00.447506+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11819.47, "started_at": "2026-05-04T08:18:48.610078+00:00", "ended_at": "2026-05-04T08:19:00.428226+00:00", "prompt_metrics": {"chars": 9239, "bytes_utf8": 9239, "lines": 303, "estimated_tokens": 2613}, "response_metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 22704, "cached_input_tokens": 21888, "output_tokens": 143}, "stderr_preview": "2026-05-04T08:18:48.788853Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:51.146871Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=age, measure_col=day.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "age", + "measure_col": "day", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed1b4cc9a212039cec2da15aa19e49bf89bfc4d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-a00e-73b2-85cd-2d173b2931d3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"age\\\", AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"age\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"age\\\" and measure_col=\\\"day\\\". CAST was added so AVG operates numerically because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22641,"cached_input_tokens":21888,"output_tokens":153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf7f4d68fa3b6bc12a46fa2c6a9db6ab26ec3e0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"age\", AVG(CAST(\"day\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"age\"\nHAVING COUNT(*) > 5\nORDER BY \"age\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"age\" and measure_col=\"day\". CAST was added so AVG operates numerically because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..77cfa3e983c3fbb1140a7c1f6d7538ef4b8e4b6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:43.581562Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:45.924823Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:53.915051Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..84182816386bda5980f592ab6ed13516785cb8e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=age, measure_col=day. +Result preview: [{"age": "18", "avg_measure": 11.833333333333334, "support": 12}, {"age": "19", "avg_measure": 12.514285714285714, "support": 35}, {"age": "20", "avg_measure": 16.12, "support": 50}, {"age": "21", "avg_measure": 14.79746835443038, "support": 79}, {"age": "22", "avg_measure": 14.682170542635658, "support": 129}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..502bc54b05b98478d26819f9a34d1331219e3a51 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_8981efb9fcd9d9f1 +-- problem_id: v2p_m8_728b3a63cf5276bb +-- realization_mode: agent +-- source_kind: agent +SELECT "age", AVG(CAST("day" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "age" +HAVING COUNT(*) > 5 +ORDER BY "age"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8668df09b0f6896054a34b7fe0d72fe910661239 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"age\", AVG(CAST(\"day\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"age\"\nHAVING COUNT(*) > 5\nORDER BY \"age\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"age\\\", AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"age\\\";\", \"columns\": [\"age\", \"avg_measure\", \"support\"], \"rows\": [{\"age\": \"18\", \"avg_measure\": 11.833333333333334, \"support\": 12}, {\"age\": \"19\", \"avg_measure\": 12.514285714285714, \"support\": 35}, {\"age\": \"20\", \"avg_measure\": 16.12, \"support\": 50}, {\"age\": \"21\", \"avg_measure\": 14.79746835443038, \"support\": 79}, {\"age\": \"22\", \"avg_measure\": 14.682170542635658, \"support\": 129}, {\"age\": \"23\", \"avg_measure\": 15.415841584158416, \"support\": 202}, {\"age\": \"24\", \"avg_measure\": 15.334437086092715, \"support\": 302}, {\"age\": \"25\", \"avg_measure\": 15.776091081593927, \"support\": 527}, {\"age\": \"26\", \"avg_measure\": 16.212422360248446, \"support\": 805}, {\"age\": \"27\", \"avg_measure\": 15.882288228822881, \"support\": 909}, {\"age\": \"28\", \"avg_measure\": 15.746628131021195, \"support\": 1038}, {\"age\": \"29\", \"avg_measure\": 15.189029535864979, \"support\": 1185}, {\"age\": \"30\", \"avg_measure\": 16.219123505976096, \"support\": 1757}, {\"age\": \"31\", \"avg_measure\": 16.137274549098198, \"support\": 1996}, {\"age\": \"32\", \"avg_measure\": 16.411510791366908, \"support\": 2085}, {\"age\": \"33\", \"avg_measure\": 15.989858012170385, \"support\": 1972}, {\"age\": \"34\", \"avg_measure\": 15.955958549222798, \"support\": 1930}, {\"age\": \"35\", \"avg_measure\": 15.895459345300951, \"support\": 1894}, {\"age\": \"36\", \"avg_measure\": 15.873200442967885, \"support\": 1806}, {\"age\": \"37\", \"avg_measure\": 15.400943396226415, \"support\": 1696}, {\"age\": \"38\", \"avg_measure\": 15.38949522510232, \"support\": 1466}, {\"age\": \"39\", \"avg_measure\": 15.536650975117686, \"support\": 1487}, {\"age\": \"40\", \"avg_measure\": 15.416236162361624, \"support\": 1355}, {\"age\": \"41\", \"avg_measure\": 15.486444616576298, \"support\": 1291}, {\"age\": \"42\", \"avg_measure\": 15.940418679549115, \"support\": 1242}, {\"age\": \"43\", \"avg_measure\": 15.608096468561586, \"support\": 1161}, {\"age\": \"44\", \"avg_measure\": 15.837147887323944, \"support\": 1136}, {\"age\": \"45\", \"avg_measure\": 16.04769736842105, \"support\": 1216}, {\"age\": \"46\", \"avg_measure\": 15.72936170212766, \"support\": 1175}, {\"age\": \"47\", \"avg_measure\": 16.027573529411764, \"support\": 1088}, {\"age\": \"48\", \"avg_measure\": 15.497492477432298, \"support\": 997}, {\"age\": \"49\", \"avg_measure\": 16.138832997987926, \"support\": 994}, {\"age\": \"50\", \"avg_measure\": 15.812566560170394, \"support\": 939}, {\"age\": \"51\", \"avg_measure\": 16.332264957264957, \"support\": 936}, {\"age\": \"52\", \"avg_measure\": 16.07244785949506, \"support\": 911}, {\"age\": \"53\", \"avg_measure\": 16.135802469135804, \"support\": 891}, {\"age\": \"54\", \"avg_measure\": 15.99260172626387, \"support\": 811}, {\"age\": \"55\", \"avg_measure\": 16.037220843672458, \"support\": 806}, {\"age\": \"56\", \"avg_measure\": 16.02313624678663, \"support\": 778}, {\"age\": \"57\", \"avg_measure\": 15.531400966183575, \"support\": 828}, {\"age\": \"58\", \"avg_measure\": 15.985135135135135, \"support\": 740}, {\"age\": \"59\", \"avg_measure\": 15.78051948051948, \"support\": 770}, {\"age\": \"60\", \"avg_measure\": 14.991610738255034, \"support\": 596}, {\"age\": \"61\", \"avg_measure\": 15.476190476190476, \"support\": 147}, {\"age\": \"62\", \"avg_measure\": 13.775, \"support\": 80}, {\"age\": \"63\", \"avg_measure\": 13.909090909090908, \"support\": 77}, {\"age\": \"64\", \"avg_measure\": 15.675675675675675, \"support\": 74}, {\"age\": \"65\", \"avg_measure\": 11.23728813559322, \"support\": 59}, {\"age\": \"66\", \"avg_measure\": 15.222222222222221, \"support\": 63}, {\"age\": \"67\", \"avg_measure\": 13.185185185185185, \"support\": 54}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 33.08}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dc8b8691400bdb77e45330082cb3d6ff6e7862f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:16:43.389757+00:00", + "ended_at": "2026-05-04T08:16:54.732214+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_8981efb9fcd9d9f1", + "problem_id": "v2p_m8_728b3a63cf5276bb", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=age, measure_col=day.", + "bindings": { + "group_col": "age", + "measure_col": "day", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_8981efb9fcd9d9f1.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8981efb9fcd9d9f1", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 153, + "total_tokens": 22794, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2659, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11275.27, + "sql_execution_elapsed_ms_total": 33.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_8981efb9fcd9d9f1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e7f05ee2b866c24212345f4d565b2f33460deae1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:54.692568+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11275.27, "started_at": "2026-05-04T08:16:43.398452+00:00", "ended_at": "2026-05-04T08:16:54.673771+00:00", "prompt_metrics": {"chars": 9086, "bytes_utf8": 9086, "lines": 300, "estimated_tokens": 2552}, "response_metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22641, "cached_input_tokens": 21888, "output_tokens": 153}, "stderr_preview": "2026-05-04T08:16:43.581562Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:45.924823Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"age\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"age\\\" and measure_col=\\\"day\\\". CAST was added so AVG operates numerically because the schema stores columns as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3cc596b83bac4c7226ca9405a1dcbcf71e9bb91b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8981efb9fcd9d9f1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8981efb9fcd9d9f1", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 153, + "total_tokens": 22794, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2659, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11275.27, + "sql_execution_elapsed_ms_total": 33.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_8981efb9fcd9d9f1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45a934350343451f1e961e6ffe0c1bc1b1873cfc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9104, "bytes_utf8": 9104, "lines": 300, "estimated_tokens": 2553}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22642, "cached_input_tokens": 19840, "output_tokens": 124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d4e5d1d7a87873def948b54188d8066b42d155bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8abec7749addbe35", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 22766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2661, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10362.06, + "sql_execution_elapsed_ms_total": 35.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_8abec7749addbe35\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..27608f0717b8d10574de66bec1372b7b01f48408 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:18:10.932986+00:00", + "ended_at": "2026-05-04T08:18:21.294891+00:00", + "elapsed_ms": 10362.06, + "prompt_metrics": { + "chars": 9104, + "bytes_utf8": 9104, + "lines": 300, + "estimated_tokens": 2553 + }, + "stdout_metrics": { + "chars": 753, + "bytes_utf8": 753, + "lines": 4, + "estimated_tokens": 217 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13241 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 420, + "bytes_utf8": 420, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 22642, + "cached_input_tokens": 19840, + "output_tokens": 124 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68441420522dbdd7bbe399ae829c91279b0fca20 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=education, measure_col=pdays.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "education", + "measure_col": "pdays", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3cb4dcdd84a394511be833457364871c0347496 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-f5fc-7182-b9fc-9256c570cf8e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"education\\\", AVG(CAST(\\\"pdays\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"education\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"education\\\" and measure_col=\\\"pdays\\\". Cast \\\"pdays\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":19840,"output_tokens":124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db024c92bef11fd12d25a89d416fd70c526ecb3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"education\", AVG(CAST(\"pdays\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"education\"\nHAVING COUNT(*) > 5\nORDER BY \"education\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"education\" and measure_col=\"pdays\". Cast \"pdays\" to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5802a81a3cccd8e0e8e466a80c3a18e07a1e2ef1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:11.109444Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:13.563577Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:20.508809Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0e758c013fbee813cfe54e98f15bfe3aa22336d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=education, measure_col=pdays. +Result preview: [{"education": "primary", "avg_measure": 36.08173989198657, "support": 6851}, {"education": "secondary", "avg_measure": 42.35350400827515, "support": 23202}, {"education": "tertiary", "avg_measure": 39.0241335237952, "support": 13301}, {"education": "unknown", "avg_measure": 36.8562197092084, "support": 1857}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..de15994e06687cb64b8cd7443e79d7e482307296 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_8abec7749addbe35 +-- problem_id: v2p_m8_ad851f819d0ac595 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", AVG(CAST("pdays" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "education" +HAVING COUNT(*) > 5 +ORDER BY "education"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5580b9aec7a1ec778e225d778c1ad27d41e29f8f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"education\", AVG(CAST(\"pdays\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"education\"\nHAVING COUNT(*) > 5\nORDER BY \"education\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"education\\\", AVG(CAST(\\\"pdays\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"education\\\";\", \"columns\": [\"education\", \"avg_measure\", \"support\"], \"rows\": [{\"education\": \"primary\", \"avg_measure\": 36.08173989198657, \"support\": 6851}, {\"education\": \"secondary\", \"avg_measure\": 42.35350400827515, \"support\": 23202}, {\"education\": \"tertiary\", \"avg_measure\": 39.0241335237952, \"support\": 13301}, {\"education\": \"unknown\", \"avg_measure\": 36.8562197092084, \"support\": 1857}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 35.12}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fb47ae2e9f3bb7722d66dedac9b6a6b7de9ccfc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:18:10.924218+00:00", + "ended_at": "2026-05-04T08:18:21.355417+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_8abec7749addbe35", + "problem_id": "v2p_m8_ad851f819d0ac595", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=education, measure_col=pdays.", + "bindings": { + "group_col": "education", + "measure_col": "pdays", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=33" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_8abec7749addbe35.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8abec7749addbe35", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 22766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2661, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10362.06, + "sql_execution_elapsed_ms_total": 35.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_8abec7749addbe35\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d020f709fb511daf091a0887a90e28c31a60c030 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:21.312411+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10362.06, "started_at": "2026-05-04T08:18:10.932986+00:00", "ended_at": "2026-05-04T08:18:21.294891+00:00", "prompt_metrics": {"chars": 9104, "bytes_utf8": 9104, "lines": 300, "estimated_tokens": 2553}, "response_metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22642, "cached_input_tokens": 19840, "output_tokens": 124}, "stderr_preview": "2026-05-04T08:18:11.109444Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:13.563577Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"education\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"education\\\" and measure_col=\\\"pdays\\\". Cast \\\"pdays\\\" to REAL because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5d9bc214037241938d2f9bcb7249069286846a4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8abec7749addbe35/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8abec7749addbe35", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 22766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2661, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10362.06, + "sql_execution_elapsed_ms_total": 35.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_8abec7749addbe35\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b02313633f562f3f39c8bd049043a017c15f773 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"balance": "0", "support": 3514, "avg_response": 246.13858850313034}, {"balance": "1", "support": 195, "avg_response": 222.82051282051282}, {"balance": "2", "support": 156, "avg_response": 251.18589743589743}, {"balance": "4", "support": 139, "avg_response": 244.73381294964028}, {"balance": "3", "support": 134, "avg_response": 234.52238805970148}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2cb9e4427521a5dc38306933e19afa8cfad884b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_8bcdcafbb42e325e +-- problem_id: v2p_m8_d0980c83a125a150 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "balance", + COUNT(*) AS support, + AVG("duration") AS avg_response +FROM "m8" +GROUP BY "balance" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f51d004b1c0c89d0af716afaa50bdcb7a309ab3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_8bcdcafbb42e325e\n-- problem_id: v2p_m8_d0980c83a125a150\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"balance\",\n COUNT(*) AS support,\n AVG(\"duration\") AS avg_response\nFROM \"m8\"\nGROUP BY \"balance\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_8bcdcafbb42e325e\\n-- problem_id: v2p_m8_d0980c83a125a150\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"balance\\\",\\n COUNT(*) AS support,\\n AVG(\\\"duration\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"balance\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"balance\", \"support\", \"avg_response\"], \"rows\": [{\"balance\": \"0\", \"support\": 3514, \"avg_response\": 246.13858850313034}, {\"balance\": \"1\", \"support\": 195, \"avg_response\": 222.82051282051282}, {\"balance\": \"2\", \"support\": 156, \"avg_response\": 251.18589743589743}, {\"balance\": \"4\", \"support\": 139, \"avg_response\": 244.73381294964028}, {\"balance\": \"3\", \"support\": 134, \"avg_response\": 234.52238805970148}, {\"balance\": \"5\", \"support\": 113, \"avg_response\": 268.20353982300884}, {\"balance\": \"6\", \"support\": 88, \"avg_response\": 229.52272727272728}, {\"balance\": \"8\", \"support\": 81, \"avg_response\": 234.65432098765433}, {\"balance\": \"23\", \"support\": 75, \"avg_response\": 182.04}, {\"balance\": \"10\", \"support\": 69, \"avg_response\": 233.40579710144928}, {\"balance\": \"7\", \"support\": 69, \"avg_response\": 210.2753623188406}, {\"balance\": \"11\", \"support\": 65, \"avg_response\": 225.2153846153846}, {\"balance\": \"25\", \"support\": 63, \"avg_response\": 212.44444444444446}, {\"balance\": \"20\", \"support\": 62, \"avg_response\": 237.41935483870967}, {\"balance\": \"19\", \"support\": 60, \"avg_response\": 264.56666666666666}, {\"balance\": \"49\", \"support\": 59, \"avg_response\": 262.47457627118644}, {\"balance\": \"47\", \"support\": 59, \"avg_response\": 243.83050847457628}, {\"balance\": \"21\", \"support\": 59, \"avg_response\": 217.94915254237287}, {\"balance\": \"15\", \"support\": 59, \"avg_response\": 187.71186440677965}, {\"balance\": \"33\", \"support\": 58, \"avg_response\": 223.22413793103448}, {\"balance\": \"13\", \"support\": 57, \"avg_response\": 197.17543859649123}, {\"balance\": \"53\", \"support\": 56, \"avg_response\": 259.2857142857143}, {\"balance\": \"16\", \"support\": 56, \"avg_response\": 216.28571428571428}, {\"balance\": \"79\", \"support\": 55, \"avg_response\": 252.25454545454545}, {\"balance\": \"24\", \"support\": 55, \"avg_response\": 214.2}, {\"balance\": \"145\", \"support\": 54, \"avg_response\": 285.85185185185185}, {\"balance\": \"9\", \"support\": 54, \"avg_response\": 259.5925925925926}, {\"balance\": \"46\", \"support\": 54, \"avg_response\": 213.42592592592592}, {\"balance\": \"91\", \"support\": 54, \"avg_response\": 209.27777777777777}, {\"balance\": \"18\", \"support\": 53, \"avg_response\": 210.0}, {\"balance\": \"14\", \"support\": 53, \"avg_response\": 178.24528301886792}, {\"balance\": \"61\", \"support\": 52, \"avg_response\": 277.8269230769231}, {\"balance\": \"96\", \"support\": 52, \"avg_response\": 260.53846153846155}, {\"balance\": \"12\", \"support\": 52, \"avg_response\": 229.26923076923077}, {\"balance\": \"94\", \"support\": 52, \"avg_response\": 226.0}, {\"balance\": \"31\", \"support\": 52, \"avg_response\": 202.96153846153845}, {\"balance\": \"223\", \"support\": 51, \"avg_response\": 243.47058823529412}, {\"balance\": \"99\", \"support\": 51, \"avg_response\": 217.1764705882353}, {\"balance\": \"17\", \"support\": 51, \"avg_response\": 170.19607843137254}, {\"balance\": \"36\", \"support\": 50, \"avg_response\": 269.12}, {\"balance\": \"105\", \"support\": 50, \"avg_response\": 268.86}, {\"balance\": \"28\", \"support\": 50, \"avg_response\": 261.74}, {\"balance\": \"43\", \"support\": 50, \"avg_response\": 240.46}, {\"balance\": \"-1\", \"support\": 50, \"avg_response\": 237.96}, {\"balance\": \"26\", \"support\": 50, \"avg_response\": 201.28}, {\"balance\": \"35\", \"support\": 50, \"avg_response\": 193.28}, {\"balance\": \"66\", \"support\": 49, \"avg_response\": 337.0204081632653}, {\"balance\": \"54\", \"support\": 48, \"avg_response\": 283.3125}, {\"balance\": \"71\", \"support\": 48, \"avg_response\": 266.8333333333333}, {\"balance\": \"50\", \"support\": 48, \"avg_response\": 241.22916666666666}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 41.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f8d21f6d8c917beef6ec87111d489e91f9bae7e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.437078+00:00", + "ended_at": "2026-05-04T08:57:11.484000+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_8bcdcafbb42e325e", + "problem_id": "v2p_m8_d0980c83a125a150", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=duration, key_col=balance.", + "bindings": { + "key_col": "balance", + "measure_col": "duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_8bcdcafbb42e325e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a7779c542f6c9ec2124b3f22012b1537f9c99c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9094, "bytes_utf8": 9094, "lines": 300, "estimated_tokens": 2554}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22643, "cached_input_tokens": 19840, "output_tokens": 130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1afca1da62140748eecf62917bbea79760051b70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8d27bd4ef8bf5d29", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 19840, + "output_tokens": 130, + "total_tokens": 22773, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2668, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10691.2, + "sql_execution_elapsed_ms_total": 27.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_8d27bd4ef8bf5d29\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7c68987747c40b515371afc92768ae5474cd6a4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:15:08.452466+00:00", + "ended_at": "2026-05-04T08:15:19.143700+00:00", + "elapsed_ms": 10691.2, + "prompt_metrics": { + "chars": 9094, + "bytes_utf8": 9094, + "lines": 300, + "estimated_tokens": 2554 + }, + "stdout_metrics": { + "chars": 745, + "bytes_utf8": 745, + "lines": 4, + "estimated_tokens": 227 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13201 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 412, + "bytes_utf8": 412, + "lines": 1, + "estimated_tokens": 114 + }, + "usage": { + "input_tokens": 22643, + "cached_input_tokens": 19840, + "output_tokens": 130 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1356c1aea22ef2ac2e4b4f3c1ff14ea2c2fb0c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=pdays, measure_col=pdays.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "pdays", + "measure_col": "pdays", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7617e9dee4ce2a5f365c2b9c394262ed7c3c39c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-2d2a-7671-95f7-d1f06e541efc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"pdays\\\", AVG(CAST(\\\"pdays\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"pdays\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"pdays\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"pdays\\\" and measure_col=\\\"pdays\\\". Cast \\\"pdays\\\" to REAL for AVG because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22643,"cached_input_tokens":19840,"output_tokens":130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2b68ba253b05c87c89c21f83edd57f5ed53120d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"pdays\", AVG(CAST(\"pdays\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"pdays\"\nHAVING COUNT(*) > 5\nORDER BY \"pdays\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"pdays\" and measure_col=\"pdays\". Cast \"pdays\" to REAL for AVG because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96d1a23e39793d453238ab860a9235d64ff6d475 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:08.659150Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:10.984063Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:18.301446Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3b267753a3275db7e264b4de0345dbb13f28fdb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=pdays, measure_col=pdays. +Result preview: [{"pdays": "-1", "avg_measure": -1.0, "support": 36954}, {"pdays": "1", "avg_measure": 1.0, "support": 15}, {"pdays": "10", "avg_measure": 10.0, "support": 6}, {"pdays": "100", "avg_measure": 100.0, "support": 30}, {"pdays": "101", "avg_measure": 101.0, "support": 30}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..de0cb8160f6562eec7f678e599ca7a48ba21c872 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_8d27bd4ef8bf5d29 +-- problem_id: v2p_m8_af859ecf4cb73b44 +-- realization_mode: agent +-- source_kind: agent +SELECT "pdays", AVG(CAST("pdays" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "pdays" +HAVING COUNT(*) > 5 +ORDER BY "pdays"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6eb6566fb27617fa1a88bf2dd8ee898c6c3c770 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"pdays\", AVG(CAST(\"pdays\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"pdays\"\nHAVING COUNT(*) > 5\nORDER BY \"pdays\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"pdays\\\", AVG(CAST(\\\"pdays\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"pdays\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"pdays\\\";\", \"columns\": [\"pdays\", \"avg_measure\", \"support\"], \"rows\": [{\"pdays\": \"-1\", \"avg_measure\": -1.0, \"support\": 36954}, {\"pdays\": \"1\", \"avg_measure\": 1.0, \"support\": 15}, {\"pdays\": \"10\", \"avg_measure\": 10.0, \"support\": 6}, {\"pdays\": \"100\", \"avg_measure\": 100.0, \"support\": 30}, {\"pdays\": \"101\", \"avg_measure\": 101.0, \"support\": 30}, {\"pdays\": \"102\", \"avg_measure\": 102.0, \"support\": 35}, {\"pdays\": \"103\", \"avg_measure\": 103.0, \"support\": 24}, {\"pdays\": \"104\", \"avg_measure\": 104.0, \"support\": 45}, {\"pdays\": \"105\", \"avg_measure\": 105.0, \"support\": 42}, {\"pdays\": \"106\", \"avg_measure\": 106.0, \"support\": 23}, {\"pdays\": \"107\", \"avg_measure\": 107.0, \"support\": 13}, {\"pdays\": \"108\", \"avg_measure\": 108.0, \"support\": 12}, {\"pdays\": \"109\", \"avg_measure\": 109.0, \"support\": 19}, {\"pdays\": \"110\", \"avg_measure\": 110.0, \"support\": 28}, {\"pdays\": \"111\", \"avg_measure\": 111.0, \"support\": 29}, {\"pdays\": \"112\", \"avg_measure\": 112.0, \"support\": 19}, {\"pdays\": \"113\", \"avg_measure\": 113.0, \"support\": 33}, {\"pdays\": \"114\", \"avg_measure\": 114.0, \"support\": 12}, {\"pdays\": \"115\", \"avg_measure\": 115.0, \"support\": 12}, {\"pdays\": \"116\", \"avg_measure\": 116.0, \"support\": 12}, {\"pdays\": \"117\", \"avg_measure\": 117.0, \"support\": 14}, {\"pdays\": \"118\", \"avg_measure\": 118.0, \"support\": 9}, {\"pdays\": \"119\", \"avg_measure\": 119.0, \"support\": 31}, {\"pdays\": \"12\", \"avg_measure\": 12.0, \"support\": 7}, {\"pdays\": \"120\", \"avg_measure\": 120.0, \"support\": 20}, {\"pdays\": \"121\", \"avg_measure\": 121.0, \"support\": 9}, {\"pdays\": \"122\", \"avg_measure\": 122.0, \"support\": 12}, {\"pdays\": \"123\", \"avg_measure\": 123.0, \"support\": 17}, {\"pdays\": \"124\", \"avg_measure\": 124.0, \"support\": 17}, {\"pdays\": \"125\", \"avg_measure\": 125.0, \"support\": 7}, {\"pdays\": \"126\", \"avg_measure\": 126.0, \"support\": 22}, {\"pdays\": \"127\", \"avg_measure\": 127.0, \"support\": 23}, {\"pdays\": \"128\", \"avg_measure\": 128.0, \"support\": 7}, {\"pdays\": \"129\", \"avg_measure\": 129.0, \"support\": 12}, {\"pdays\": \"13\", \"avg_measure\": 13.0, \"support\": 6}, {\"pdays\": \"130\", \"avg_measure\": 130.0, \"support\": 13}, {\"pdays\": \"131\", \"avg_measure\": 131.0, \"support\": 18}, {\"pdays\": \"132\", \"avg_measure\": 132.0, \"support\": 6}, {\"pdays\": \"133\", \"avg_measure\": 133.0, \"support\": 22}, {\"pdays\": \"134\", \"avg_measure\": 134.0, \"support\": 10}, {\"pdays\": \"135\", \"avg_measure\": 135.0, \"support\": 14}, {\"pdays\": \"136\", \"avg_measure\": 136.0, \"support\": 15}, {\"pdays\": \"137\", \"avg_measure\": 137.0, \"support\": 8}, {\"pdays\": \"138\", \"avg_measure\": 138.0, \"support\": 9}, {\"pdays\": \"139\", \"avg_measure\": 139.0, \"support\": 12}, {\"pdays\": \"14\", \"avg_measure\": 14.0, \"support\": 9}, {\"pdays\": \"140\", \"avg_measure\": 140.0, \"support\": 18}, {\"pdays\": \"141\", \"avg_measure\": 141.0, \"support\": 12}, {\"pdays\": \"142\", \"avg_measure\": 142.0, \"support\": 6}, {\"pdays\": \"143\", \"avg_measure\": 143.0, \"support\": 6}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 27.84}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7e643493e95e3ce0bcc34444322930ca739c21c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:15:08.444245+00:00", + "ended_at": "2026-05-04T08:15:19.196843+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_8d27bd4ef8bf5d29", + "problem_id": "v2p_m8_af859ecf4cb73b44", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=pdays, measure_col=pdays.", + "bindings": { + "group_col": "pdays", + "measure_col": "pdays", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_8d27bd4ef8bf5d29.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8d27bd4ef8bf5d29", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 19840, + "output_tokens": 130, + "total_tokens": 22773, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2668, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10691.2, + "sql_execution_elapsed_ms_total": 27.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_8d27bd4ef8bf5d29\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..435454f5e84376262335c0409d723d033d44d888 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:19.159009+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10691.2, "started_at": "2026-05-04T08:15:08.452466+00:00", "ended_at": "2026-05-04T08:15:19.143700+00:00", "prompt_metrics": {"chars": 9094, "bytes_utf8": 9094, "lines": 300, "estimated_tokens": 2554}, "response_metrics": {"chars": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22643, "cached_input_tokens": 19840, "output_tokens": 130}, "stderr_preview": "2026-05-04T08:15:08.659150Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:10.984063Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"pdays\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"pdays\\\" and measure_col=\\\"pdays\\\". Cast \\\"pdays\\\" to REAL for AVG because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..81d187b995f3c90590215429eeb989290d51e3d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d27bd4ef8bf5d29/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8d27bd4ef8bf5d29", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 19840, + "output_tokens": 130, + "total_tokens": 22773, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2668, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10691.2, + "sql_execution_elapsed_ms_total": 27.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_8d27bd4ef8bf5d29\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..456eb7988e4258614d72610667f708b7495b790f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9127, "bytes_utf8": 9127, "lines": 300, "estimated_tokens": 2554}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22643, "cached_input_tokens": 21888, "output_tokens": 154}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..37f82e075ef999f8b1b2ae932f81e1508d9de917 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8d34d4a463306352", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 154, + "total_tokens": 22797, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2665, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11896.99, + "sql_execution_elapsed_ms_total": 40.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_8d34d4a463306352\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..901256701f2b4b18cea04343730f59c2ef74e45a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:54:09.581640+00:00", + "ended_at": "2026-05-04T08:54:21.478967+00:00", + "elapsed_ms": 11896.99, + "prompt_metrics": { + "chars": 9127, + "bytes_utf8": 9127, + "lines": 300, + "estimated_tokens": 2554 + }, + "stdout_metrics": { + "chars": 773, + "bytes_utf8": 773, + "lines": 4, + "estimated_tokens": 223 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13267 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 439, + "bytes_utf8": 439, + "lines": 1, + "estimated_tokens": 111 + }, + "usage": { + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 154 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1d00fd783700ce03f2f9f009402b74828fa903c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=contact, measure_col=balance.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "contact", + "measure_col": "balance", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8305d2724f15984620765befc750f04e59f2c02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df231-e63e-72a0-bf35-28ac0b08b419"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"contact\\\", SUM(CAST(\\\"balance\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"contact\\\"\\nHAVING SUM(CAST(\\\"balance\\\" AS REAL)) > 1428.0\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the requested Thresholded Group Ranking template with group_col=\\\"contact\\\" and measure_col=\\\"balance\\\". Cast \\\"balance\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22643,"cached_input_tokens":21888,"output_tokens":154}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db51cd24ce7ddd354740f0ec91cde76db2d59b6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"contact\", SUM(CAST(\"balance\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"contact\"\nHAVING SUM(CAST(\"balance\" AS REAL)) > 1428.0\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Used the requested Thresholded Group Ranking template with group_col=\"contact\" and measure_col=\"balance\". Cast \"balance\" from TEXT to REAL for SQLite numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e81b56d0a1f9a533ea2c7025f387ae786a5b49e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:54:09.817936Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:54:12.156692Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:54:20.687434Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..17cef785128247dbc984eb3a4da0786b4c4b09f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=contact, measure_col=balance. +Result preview: [{"contact": "cellular", "total_measure": 40938292.0}, {"contact": "unknown", "total_measure": 15409826.0}, {"contact": "telephone", "total_measure": 5241564.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ed8ce078e130c94fd72c162f447131d06c1865f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_8d34d4a463306352 +-- problem_id: v2p_m8_afb0108560bb2dd0 +-- realization_mode: agent +-- source_kind: agent +SELECT "contact", SUM(CAST("balance" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "contact" +HAVING SUM(CAST("balance" AS REAL)) > 1428.0 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c84a8d114bd9527f766eaf67cf41dd32a9dbc06f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"contact\", SUM(CAST(\"balance\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"contact\"\nHAVING SUM(CAST(\"balance\" AS REAL)) > 1428.0\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"contact\\\", SUM(CAST(\\\"balance\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"contact\\\"\\nHAVING SUM(CAST(\\\"balance\\\" AS REAL)) > 1428.0\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"contact\", \"total_measure\"], \"rows\": [{\"contact\": \"cellular\", \"total_measure\": 40938292.0}, {\"contact\": \"unknown\", \"total_measure\": 15409826.0}, {\"contact\": \"telephone\", \"total_measure\": 5241564.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 40.53}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f0becb0ebb670d4aba8c6a682eaef26de92e38ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:54:09.573123+00:00", + "ended_at": "2026-05-04T08:54:21.562526+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_8d34d4a463306352", + "problem_id": "v2p_m8_afb0108560bb2dd0", + "dataset_id": "m8", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=contact, measure_col=balance.", + "bindings": { + "group_col": "contact", + "measure_col": "balance", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=127" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_8d34d4a463306352.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8d34d4a463306352", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 154, + "total_tokens": 22797, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2665, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11896.99, + "sql_execution_elapsed_ms_total": 40.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_8d34d4a463306352\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55c3cfa912514d8446d40693d233f52943b9f302 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:54:21.513621+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11896.99, "started_at": "2026-05-04T08:54:09.581640+00:00", "ended_at": "2026-05-04T08:54:21.478967+00:00", "prompt_metrics": {"chars": 9127, "bytes_utf8": 9127, "lines": 300, "estimated_tokens": 2554}, "response_metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22643, "cached_input_tokens": 21888, "output_tokens": 154}, "stderr_preview": "2026-05-04T08:54:09.817936Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:54:12.156692Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 1428.0\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the requested Thresholded Group Ranking template with group_col=\\\"contact\\\" and measure_col=\\\"balance\\\". Cast \\\"balance\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6250eeb729869d007fbba275fe2e6dde9d48a786 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8d34d4a463306352/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8d34d4a463306352", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 154, + "total_tokens": 22797, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2665, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11896.99, + "sql_execution_elapsed_ms_total": 40.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_8d34d4a463306352\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8935a8df8f3fa129ca76027ecf297159c8f493b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9140, "bytes_utf8": 9140, "lines": 302, "estimated_tokens": 2558}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22647, "cached_input_tokens": 21888, "output_tokens": 128}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b7cc4b63ad20ad03c8e2df04671b366408020cef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8e5526e016cf47e7", + "api_calls": 0, + "input_tokens": 22647, + "cached_input_tokens": 21888, + "output_tokens": 128, + "total_tokens": 22775, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2558, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20429.18, + "sql_execution_elapsed_ms_total": 23.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_8e5526e016cf47e7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dc9fc04483bb00f893f099edbf346c5361b30cd6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:13:33.340418+00:00", + "ended_at": "2026-05-04T08:13:53.769388+00:00", + "elapsed_ms": 20429.18, + "prompt_metrics": { + "chars": 9140, + "bytes_utf8": 9140, + "lines": 302, + "estimated_tokens": 2558 + }, + "stdout_metrics": { + "chars": 793, + "bytes_utf8": 793, + "lines": 4, + "estimated_tokens": 220 + }, + "stderr_metrics": { + "chars": 11426, + "bytes_utf8": 11426, + "lines": 29, + "estimated_tokens": 6445 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 463, + "bytes_utf8": 463, + "lines": 1, + "estimated_tokens": 112 + }, + "usage": { + "input_tokens": 22647, + "cached_input_tokens": 21888, + "output_tokens": 128 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4d1a846c1e1b82492de3db11e2e5bb5e0d8c4cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=housing.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "housing", + "predicate_col": "loan", + "predicate_op": "=", + "predicate_value": "no", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..492d92237a1a9bfbc12b467ff2c907c898c459b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-b994-7233-9079-8965c693f8ca"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"loan\\\" = 'no'\\nGROUP BY \\\"housing\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the required Filtered Top-k Group Count template with fixed bindings: group_col=\\\"housing\\\", predicate_col=\\\"loan\\\", predicate_op=\\\"=\\\", predicate_value='no', top_k=15. Query is SQLite-compatible and uses only the provided single table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22647,"cached_input_tokens":21888,"output_tokens":128}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2f9ac5702369c26d05a5bf51c12603cc6bff103 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"housing\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"loan\" = 'no'\nGROUP BY \"housing\"\nORDER BY support DESC\nLIMIT 15;","notes":"Used the required Filtered Top-k Group Count template with fixed bindings: group_col=\"housing\", predicate_col=\"loan\", predicate_op=\"=\", predicate_value='no', top_k=15. Query is SQLite-compatible and uses only the provided single table and columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6c36f8dcfd0a47f379a3cd74a5e13697732a045 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,29 @@ +2026-05-04T08:13:33.529026Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:42.111293Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b0110aee0b5f705714b55b4514abf15121a0d1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=housing. +Result preview: [{"housing": "yes", "support": 20763}, {"housing": "no", "support": 17204}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b25a4342bb4b03c915fc53c8b0257e50ba7a2b00 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_8e5526e016cf47e7 +-- problem_id: v2p_m8_e5c582da729030ed +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS support +FROM "m8" +WHERE "loan" = 'no' +GROUP BY "housing" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a313c60e2afed29a3c011f6bed314a852ce31e12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"housing\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"loan\" = 'no'\nGROUP BY \"housing\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"loan\\\" = 'no'\\nGROUP BY \\\"housing\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"housing\", \"support\"], \"rows\": [{\"housing\": \"yes\", \"support\": 20763}, {\"housing\": \"no\", \"support\": 17204}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4956e37be4acc08d58ce9df0fb5f69e6f36c5690 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:13:33.331958+00:00", + "ended_at": "2026-05-04T08:13:53.812632+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_8e5526e016cf47e7", + "problem_id": "v2p_m8_e5c582da729030ed", + "dataset_id": "m8", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=housing.", + "bindings": { + "group_col": "housing", + "predicate_col": "loan", + "predicate_op": "=", + "predicate_value": "no", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=20" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_8e5526e016cf47e7.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8e5526e016cf47e7", + "api_calls": 0, + "input_tokens": 22647, + "cached_input_tokens": 21888, + "output_tokens": 128, + "total_tokens": 22775, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2558, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20429.18, + "sql_execution_elapsed_ms_total": 23.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_8e5526e016cf47e7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f1284688c5ed1e708ff93c7af5ed30802e61b44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8e5526e016cf47e7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:13:53.781885+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20429.18, "started_at": "2026-05-04T08:13:33.340418+00:00", "ended_at": "2026-05-04T08:13:53.769388+00:00", "prompt_metrics": {"chars": 9140, "bytes_utf8": 9140, "lines": 302, "estimated_tokens": 2558}, "response_metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22647, "cached_input_tokens": 21888, "output_tokens": 128}, "stderr_preview": "2026-05-04T08:13:33.529026Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:42.111293Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=education, group_col_2=day, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "education", + "group_col_2": "day", + "target_col": "y", + "target_value": "yes", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc7b87303ca631081d914b72ef24a8cf81230761 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-fa3a-7e10-85e1-0276f1f3078d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"day\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"day\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=education, group_col_2=day, target_col=y, target_value='yes'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22701,"cached_input_tokens":21888,"output_tokens":133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..425bf7dd2f9b85f442f9984a2f13d96c0e9aeb12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"day\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"education\", \"day\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=education, group_col_2=day, target_col=y, target_value='yes'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9834b84a44e443f79d85c0fee4e0891cc91f99d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:28.830078Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:31.109990Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:39.701084Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0cde137258dc4387f32d47ae5b5f7e532a655a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=education, group_col_2=day, target_col=y. +Result preview: [{"education": "unknown", "day": "10", "target_rate": 0.4444444444444444}, {"education": "unknown", "day": "22", "target_rate": 0.4444444444444444}, {"education": "unknown", "day": "27", "target_rate": 0.3181818181818182}, {"education": "unknown", "day": "1", "target_rate": 0.3125}, {"education": "tertiary", "day": "1", "target_rate": 0.3088235294117647}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b739f5e246b624401521d3132787602334df51b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_8f2f6f0f10ce8acd +-- problem_id: v2p_m8_ce5595a4ae27403e +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "day", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "education", "day" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e77c070bb8b5c5e3aaa8e2d4ed4a41f055b7ffb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"day\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"education\", \"day\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"day\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"day\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"education\", \"day\", \"target_rate\"], \"rows\": [{\"education\": \"unknown\", \"day\": \"10\", \"target_rate\": 0.4444444444444444}, {\"education\": \"unknown\", \"day\": \"22\", \"target_rate\": 0.4444444444444444}, {\"education\": \"unknown\", \"day\": \"27\", \"target_rate\": 0.3181818181818182}, {\"education\": \"unknown\", \"day\": \"1\", \"target_rate\": 0.3125}, {\"education\": \"tertiary\", \"day\": \"1\", \"target_rate\": 0.3088235294117647}, {\"education\": \"unknown\", \"day\": \"26\", \"target_rate\": 0.29411764705882354}, {\"education\": \"secondary\", \"day\": \"1\", \"target_rate\": 0.2814814814814815}, {\"education\": \"tertiary\", \"day\": \"10\", \"target_rate\": 0.281437125748503}, {\"education\": \"unknown\", \"day\": \"25\", \"target_rate\": 0.2692307692307692}, {\"education\": \"unknown\", \"day\": \"14\", \"target_rate\": 0.24193548387096775}, {\"education\": \"tertiary\", \"day\": \"30\", \"target_rate\": 0.2301255230125523}, {\"education\": \"tertiary\", \"day\": \"4\", \"target_rate\": 0.21777777777777776}, {\"education\": \"secondary\", \"day\": \"10\", \"target_rate\": 0.21755725190839695}, {\"education\": \"tertiary\", \"day\": \"13\", \"target_rate\": 0.21445221445221446}, {\"education\": \"unknown\", \"day\": \"23\", \"target_rate\": 0.20512820512820512}, {\"education\": \"tertiary\", \"day\": \"3\", \"target_rate\": 0.20461095100864554}, {\"education\": \"unknown\", \"day\": \"2\", \"target_rate\": 0.1956521739130435}, {\"education\": \"tertiary\", \"day\": \"12\", \"target_rate\": 0.19413092550790068}, {\"education\": \"tertiary\", \"day\": \"15\", \"target_rate\": 0.1922141119221411}, {\"education\": \"tertiary\", \"day\": \"22\", \"target_rate\": 0.1908831908831909}, {\"education\": \"unknown\", \"day\": \"8\", \"target_rate\": 0.18421052631578946}, {\"education\": \"tertiary\", \"day\": \"2\", \"target_rate\": 0.18205128205128204}, {\"education\": \"tertiary\", \"day\": \"16\", \"target_rate\": 0.18010752688172044}, {\"education\": \"tertiary\", \"day\": \"23\", \"target_rate\": 0.17753623188405798}, {\"education\": \"tertiary\", \"day\": \"9\", \"target_rate\": 0.17297297297297298}, {\"education\": \"unknown\", \"day\": \"16\", \"target_rate\": 0.17073170731707318}, {\"education\": \"unknown\", \"day\": \"30\", \"target_rate\": 0.17073170731707318}, {\"education\": \"primary\", \"day\": \"25\", \"target_rate\": 0.16822429906542055}, {\"education\": \"tertiary\", \"day\": \"25\", \"target_rate\": 0.16556291390728478}, {\"education\": \"tertiary\", \"day\": \"5\", \"target_rate\": 0.161231884057971}, {\"education\": \"secondary\", \"day\": \"12\", \"target_rate\": 0.15757575757575756}, {\"education\": \"tertiary\", \"day\": \"24\", \"target_rate\": 0.15333333333333332}, {\"education\": \"secondary\", \"day\": \"30\", \"target_rate\": 0.15125}, {\"education\": \"secondary\", \"day\": \"22\", \"target_rate\": 0.1509433962264151}, {\"education\": \"unknown\", \"day\": \"9\", \"target_rate\": 0.1506849315068493}, {\"education\": \"secondary\", \"day\": \"3\", \"target_rate\": 0.14928057553956833}, {\"education\": \"primary\", \"day\": \"13\", \"target_rate\": 0.14915254237288136}, {\"education\": \"tertiary\", \"day\": \"11\", \"target_rate\": 0.14840182648401826}, {\"education\": \"secondary\", \"day\": \"24\", \"target_rate\": 0.14691943127962084}, {\"education\": \"tertiary\", \"day\": \"14\", \"target_rate\": 0.14666666666666667}, {\"education\": \"tertiary\", \"day\": \"8\", \"target_rate\": 0.14629629629629629}, {\"education\": \"tertiary\", \"day\": \"27\", \"target_rate\": 0.14367816091954022}, {\"education\": \"secondary\", \"day\": \"25\", \"target_rate\": 0.14320987654320988}, {\"education\": \"primary\", \"day\": \"1\", \"target_rate\": 0.14285714285714285}, {\"education\": \"primary\", \"day\": \"3\", \"target_rate\": 0.14184397163120568}, {\"education\": \"secondary\", \"day\": \"4\", \"target_rate\": 0.14093959731543623}, {\"education\": \"tertiary\", \"day\": \"6\", \"target_rate\": 0.140625}, {\"education\": \"primary\", \"day\": \"23\", \"target_rate\": 0.13934426229508196}, {\"education\": \"tertiary\", \"day\": \"26\", \"target_rate\": 0.13864306784660768}, {\"education\": \"unknown\", \"day\": \"4\", \"target_rate\": 0.13636363636363635}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 49.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fe7bdc9354e0e1663c1ea1bb6554acfe372cc68c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:21:28.629726+00:00", + "ended_at": "2026-05-04T08:21:40.492174+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_8f2f6f0f10ce8acd", + "problem_id": "v2p_m8_ce5595a4ae27403e", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=education, group_col_2=day, target_col=y.", + "bindings": { + "group_col": "education", + "group_col_2": "day", + "target_col": "y", + "target_value": "yes", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_8f2f6f0f10ce8acd.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8f2f6f0f10ce8acd", + "api_calls": 0, + "input_tokens": 22701, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 22834, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2610, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2727, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11783.4, + "sql_execution_elapsed_ms_total": 49.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_8f2f6f0f10ce8acd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb73300fbd32bfb58c77e2c7e6c5387aa5062025 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_8f2f6f0f10ce8acd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:40.438175+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11783.4, "started_at": "2026-05-04T08:21:28.636496+00:00", "ended_at": "2026-05-04T08:21:40.420918+00:00", "prompt_metrics": {"chars": 9243, "bytes_utf8": 9243, "lines": 303, "estimated_tokens": 2610}, "response_metrics": {"chars": 443, "bytes_utf8": 443, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22701, "cached_input_tokens": 21888, "output_tokens": 133}, "stderr_preview": "2026-05-04T08:21:28.830078Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:31.109990Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=campaign, measure_col=campaign.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "campaign", + "measure_col": "campaign", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..26833998656cc5a0022043d368a9350903ed3619 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-038f-7302-bfb5-c58d763f33db"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"campaign\\\", AVG(CAST(\\\"campaign\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"campaign\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"campaign\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"campaign\\\" and measure_col=\\\"campaign\\\". Casted \\\"campaign\\\" to REAL for AVG because the schema stores values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22641,"cached_input_tokens":21888,"output_tokens":126}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bf9b48aab0fe104d61ae79ebacd52f8b5eb9a5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"campaign\", AVG(CAST(\"campaign\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"campaign\"\nHAVING COUNT(*) > 5\nORDER BY \"campaign\";","notes":"Used the provided Support-Guarded Group Average template with group_col=\"campaign\" and measure_col=\"campaign\". Casted \"campaign\" to REAL for AVG because the schema stores values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..26666ab41dc0f13a00bc10298bdc2b460b9fd19f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:58.014788Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:00.423080Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:07.592812Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f58705ef2ae4a177429ca4bf9405ae27691d32a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=campaign, measure_col=campaign. +Result preview: [{"campaign": "1", "avg_measure": 1.0, "support": 17544}, {"campaign": "10", "avg_measure": 10.0, "support": 266}, {"campaign": "11", "avg_measure": 11.0, "support": 201}, {"campaign": "12", "avg_measure": 12.0, "support": 155}, {"campaign": "13", "avg_measure": 13.0, "support": 133}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9321a7905db0bd761a61423d6c0e385f88f361a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_90635829babd9a63 +-- problem_id: v2p_m8_99ec38e0baccb9ad +-- realization_mode: agent +-- source_kind: agent +SELECT "campaign", AVG(CAST("campaign" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "campaign" +HAVING COUNT(*) > 5 +ORDER BY "campaign"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c507f4136d002fd343edc8f89a60089ced8909b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"campaign\", AVG(CAST(\"campaign\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"campaign\"\nHAVING COUNT(*) > 5\nORDER BY \"campaign\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"campaign\\\", AVG(CAST(\\\"campaign\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"campaign\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"campaign\\\";\", \"columns\": [\"campaign\", \"avg_measure\", \"support\"], \"rows\": [{\"campaign\": \"1\", \"avg_measure\": 1.0, \"support\": 17544}, {\"campaign\": \"10\", \"avg_measure\": 10.0, \"support\": 266}, {\"campaign\": \"11\", \"avg_measure\": 11.0, \"support\": 201}, {\"campaign\": \"12\", \"avg_measure\": 12.0, \"support\": 155}, {\"campaign\": \"13\", \"avg_measure\": 13.0, \"support\": 133}, {\"campaign\": \"14\", \"avg_measure\": 14.0, \"support\": 93}, {\"campaign\": \"15\", \"avg_measure\": 15.0, \"support\": 84}, {\"campaign\": \"16\", \"avg_measure\": 16.0, \"support\": 79}, {\"campaign\": \"17\", \"avg_measure\": 17.0, \"support\": 69}, {\"campaign\": \"18\", \"avg_measure\": 18.0, \"support\": 51}, {\"campaign\": \"19\", \"avg_measure\": 19.0, \"support\": 44}, {\"campaign\": \"2\", \"avg_measure\": 2.0, \"support\": 12505}, {\"campaign\": \"20\", \"avg_measure\": 20.0, \"support\": 43}, {\"campaign\": \"21\", \"avg_measure\": 21.0, \"support\": 35}, {\"campaign\": \"22\", \"avg_measure\": 22.0, \"support\": 23}, {\"campaign\": \"23\", \"avg_measure\": 23.0, \"support\": 22}, {\"campaign\": \"24\", \"avg_measure\": 24.0, \"support\": 20}, {\"campaign\": \"25\", \"avg_measure\": 25.0, \"support\": 22}, {\"campaign\": \"26\", \"avg_measure\": 26.0, \"support\": 13}, {\"campaign\": \"27\", \"avg_measure\": 27.0, \"support\": 10}, {\"campaign\": \"28\", \"avg_measure\": 28.0, \"support\": 16}, {\"campaign\": \"29\", \"avg_measure\": 29.0, \"support\": 16}, {\"campaign\": \"3\", \"avg_measure\": 3.0, \"support\": 5521}, {\"campaign\": \"30\", \"avg_measure\": 30.0, \"support\": 8}, {\"campaign\": \"31\", \"avg_measure\": 31.0, \"support\": 12}, {\"campaign\": \"32\", \"avg_measure\": 32.0, \"support\": 9}, {\"campaign\": \"33\", \"avg_measure\": 33.0, \"support\": 6}, {\"campaign\": \"4\", \"avg_measure\": 4.0, \"support\": 3522}, {\"campaign\": \"5\", \"avg_measure\": 5.0, \"support\": 1764}, {\"campaign\": \"6\", \"avg_measure\": 6.0, \"support\": 1291}, {\"campaign\": \"7\", \"avg_measure\": 7.0, \"support\": 735}, {\"campaign\": \"8\", \"avg_measure\": 8.0, \"support\": 540}, {\"campaign\": \"9\", \"avg_measure\": 9.0, \"support\": 327}], \"row_count_returned\": 33, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.12}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..509942f7fdbf84930963bc8f71e69231e523122a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:14:57.754292+00:00", + "ended_at": "2026-05-04T08:15:08.442019+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_90635829babd9a63", + "problem_id": "v2p_m8_99ec38e0baccb9ad", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=campaign, measure_col=campaign.", + "bindings": { + "group_col": "campaign", + "measure_col": "campaign", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_90635829babd9a63.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_90635829babd9a63", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 126, + "total_tokens": 22767, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2662, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10620.31, + "sql_execution_elapsed_ms_total": 29.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_90635829babd9a63\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fdcd5e789a9d9154f941416f0f5be6efccd822b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:08.404596+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10620.31, "started_at": "2026-05-04T08:14:57.768020+00:00", "ended_at": "2026-05-04T08:15:08.387939+00:00", "prompt_metrics": {"chars": 9107, "bytes_utf8": 9107, "lines": 300, "estimated_tokens": 2552}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22641, "cached_input_tokens": 21888, "output_tokens": 126}, "stderr_preview": "2026-05-04T08:14:58.014788Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:00.423080Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"campaign\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"campaign\\\" and measure_col=\\\"campaign\\\". Casted \\\"campaign\\\" to REAL for AVG because the schema stores values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..229d362d766aa2a6baca331a7e15b9f23fbb0222 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90635829babd9a63/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_90635829babd9a63", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 126, + "total_tokens": 22767, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2662, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10620.31, + "sql_execution_elapsed_ms_total": 29.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_90635829babd9a63\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..79bef68e9e95e8cc8fee089f558c5bbceada2f7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"previous": "0", "support": 36954, "avg_response": 40.93242950695459}, {"previous": "1", "support": 2772, "avg_response": 40.523809523809526}, {"previous": "2", "support": 2106, "avg_response": 40.81813865147198}, {"previous": "3", "support": 1142, "avg_response": 41.8922942206655}, {"previous": "4", "support": 714, "avg_response": 40.54621848739496}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b54c0f328f3c76c93047f090996a44d3e5d7247 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_90751c5f6337d4a5 +-- problem_id: v2p_m8_fa374f85c60da3b7 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "previous", + COUNT(*) AS support, + AVG("age") AS avg_response +FROM "m8" +GROUP BY "previous" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..abb5d1ad298a5124e93976cbdace5443adfb852e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_90751c5f6337d4a5\n-- problem_id: v2p_m8_fa374f85c60da3b7\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"previous\",\n COUNT(*) AS support,\n AVG(\"age\") AS avg_response\nFROM \"m8\"\nGROUP BY \"previous\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_90751c5f6337d4a5\\n-- problem_id: v2p_m8_fa374f85c60da3b7\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"previous\\\",\\n COUNT(*) AS support,\\n AVG(\\\"age\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"previous\", \"support\", \"avg_response\"], \"rows\": [{\"previous\": \"0\", \"support\": 36954, \"avg_response\": 40.93242950695459}, {\"previous\": \"1\", \"support\": 2772, \"avg_response\": 40.523809523809526}, {\"previous\": \"2\", \"support\": 2106, \"avg_response\": 40.81813865147198}, {\"previous\": \"3\", \"support\": 1142, \"avg_response\": 41.8922942206655}, {\"previous\": \"4\", \"support\": 714, \"avg_response\": 40.54621848739496}, {\"previous\": \"5\", \"support\": 459, \"avg_response\": 41.52069716775599}, {\"previous\": \"6\", \"support\": 277, \"avg_response\": 41.27797833935018}, {\"previous\": \"7\", \"support\": 205, \"avg_response\": 42.34146341463415}, {\"previous\": \"8\", \"support\": 129, \"avg_response\": 41.4031007751938}, {\"previous\": \"9\", \"support\": 92, \"avg_response\": 41.43478260869565}, {\"previous\": \"10\", \"support\": 67, \"avg_response\": 40.507462686567166}, {\"previous\": \"11\", \"support\": 65, \"avg_response\": 42.98461538461538}, {\"previous\": \"12\", \"support\": 44, \"avg_response\": 42.90909090909091}, {\"previous\": \"13\", \"support\": 38, \"avg_response\": 41.026315789473685}, {\"previous\": \"15\", \"support\": 20, \"avg_response\": 40.6}, {\"previous\": \"14\", \"support\": 19, \"avg_response\": 37.73684210526316}, {\"previous\": \"17\", \"support\": 15, \"avg_response\": 38.46666666666667}, {\"previous\": \"16\", \"support\": 13, \"avg_response\": 43.92307692307692}, {\"previous\": \"19\", \"support\": 11, \"avg_response\": 40.90909090909091}, {\"previous\": \"20\", \"support\": 8, \"avg_response\": 40.875}, {\"previous\": \"23\", \"support\": 8, \"avg_response\": 40.125}, {\"previous\": \"18\", \"support\": 6, \"avg_response\": 44.166666666666664}, {\"previous\": \"22\", \"support\": 6, \"avg_response\": 36.666666666666664}, {\"previous\": \"24\", \"support\": 5, \"avg_response\": 39.2}, {\"previous\": \"27\", \"support\": 5, \"avg_response\": 37.2}], \"row_count_returned\": 25, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 32.97}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f0f1fcfed09cd797a76021b8c9120c22ff265e13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:12.012305+00:00", + "ended_at": "2026-05-04T08:57:12.050285+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_90751c5f6337d4a5", + "problem_id": "v2p_m8_fa374f85c60da3b7", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=age, key_col=previous.", + "bindings": { + "key_col": "previous", + "measure_col": "age", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=21", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 21, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_90751c5f6337d4a5.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..226c844515c067cb9e31795c672f746cb954c846 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9360, "bytes_utf8": 9360, "lines": 302, "estimated_tokens": 2627}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 582, "bytes_utf8": 582, "lines": 1, "estimated_tokens": 152}, "usage": {"input_tokens": 22718, "cached_input_tokens": 21888, "output_tokens": 210}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2fb518cf40c4a322d1079b96afca9b2f3a44e65f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_90fe7156ec795d30", + "api_calls": 0, + "input_tokens": 22718, + "cached_input_tokens": 21888, + "output_tokens": 210, + "total_tokens": 22928, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2627, + "estimated_output_tokens": 152, + "estimated_total_tokens": 2779, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15880.35, + "sql_execution_elapsed_ms_total": 70.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_90fe7156ec795d30\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e0f3b6db51bbf2fab035e9bd1c567daafbd14954 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:31:47.941934+00:00", + "ended_at": "2026-05-04T08:32:03.826643+00:00", + "elapsed_ms": 15880.35, + "prompt_metrics": { + "chars": 9360, + "bytes_utf8": 9360, + "lines": 302, + "estimated_tokens": 2627 + }, + "stdout_metrics": { + "chars": 936, + "bytes_utf8": 936, + "lines": 4, + "estimated_tokens": 277 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13231 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 582, + "bytes_utf8": 582, + "lines": 1, + "estimated_tokens": 152 + }, + "usage": { + "input_tokens": 22718, + "cached_input_tokens": 21888, + "output_tokens": 210 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c2efe5a90337211ee18627952dd5b07669c0083 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=default, measure_col=day.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "default", + "measure_col": "day", + "item_col": "duration", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ad1beef5dbf6d455a6d7fc960421f112245df9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21d-7aec-7441-b98a-4f18ae81b04c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"default\\\", \\\"duration\\\",\\n SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"day\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"day\\\" AS REAL))) OVER (PARTITION BY \\\"default\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\", \\\"duration\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the required Within-Group Share of Total template with group_col=\\\"default\\\", item_col=\\\"duration\\\", and measure_col=\\\"day\\\". Cast \\\"day\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22718,"cached_input_tokens":21888,"output_tokens":210}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c7665be1fa38a7f31045bcbf0faf25acdd5bad3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"default\", \"duration\",\n SUM(CAST(\"day\" AS REAL)) AS total_measure,\n SUM(CAST(\"day\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"day\" AS REAL))) OVER (PARTITION BY \"default\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"default\", \"duration\"\nORDER BY share_within_group DESC;","notes":"Applied the required Within-Group Share of Total template with group_col=\"default\", item_col=\"duration\", and measure_col=\"day\". Cast \"day\" to REAL because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24b410536aa0589b306653a6865e52284de3b538 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:31:51.630098Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:31:53.935730Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:32:03.064858Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a95365bb57ede6e6cb5f9e9db4adbed6cbdbae57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=default, measure_col=day. +Result preview: [{"default": "yes", "duration": "123", "total_measure": 147.0, "share_within_group": 1.1007937696570316}, {"default": "yes", "duration": "92", "total_measure": 132.0, "share_within_group": 0.9884678747940692}, {"default": "yes", "duration": "62", "total_measure": 131.0, "share_within_group": 0.980979481803205}, {"default": "yes", "duration": "305", "total_measure": 121.0, "share_within_group": 0.9060955518945635}, {"default": "yes", "duration": "27", "total_measure": 111.0, "share_within_group": 0.8312116219859218}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fcdb97a6011742caa19b021e04f95d848be2566c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_90fe7156ec795d30 +-- problem_id: v2p_m8_17a79109fc85c140 +-- realization_mode: agent +-- source_kind: agent +SELECT "default", "duration", + SUM(CAST("day" AS REAL)) AS total_measure, + SUM(CAST("day" AS REAL)) * 100.0 / SUM(SUM(CAST("day" AS REAL))) OVER (PARTITION BY "default") AS share_within_group +FROM "m8" +GROUP BY "default", "duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e27c100e7fdeef2d4936c20fa927e8af92ba108b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"default\", \"duration\",\n SUM(CAST(\"day\" AS REAL)) AS total_measure,\n SUM(CAST(\"day\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"day\" AS REAL))) OVER (PARTITION BY \"default\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"default\", \"duration\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"default\\\", \\\"duration\\\",\\n SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"day\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"day\\\" AS REAL))) OVER (PARTITION BY \\\"default\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\", \\\"duration\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"default\", \"duration\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"default\": \"yes\", \"duration\": \"123\", \"total_measure\": 147.0, \"share_within_group\": 1.1007937696570316}, {\"default\": \"yes\", \"duration\": \"92\", \"total_measure\": 132.0, \"share_within_group\": 0.9884678747940692}, {\"default\": \"yes\", \"duration\": \"62\", \"total_measure\": 131.0, \"share_within_group\": 0.980979481803205}, {\"default\": \"yes\", \"duration\": \"305\", \"total_measure\": 121.0, \"share_within_group\": 0.9060955518945635}, {\"default\": \"yes\", \"duration\": \"27\", \"total_measure\": 111.0, \"share_within_group\": 0.8312116219859218}, {\"default\": \"yes\", \"duration\": \"117\", \"total_measure\": 110.0, \"share_within_group\": 0.8237232289950577}, {\"default\": \"yes\", \"duration\": \"89\", \"total_measure\": 110.0, \"share_within_group\": 0.8237232289950577}, {\"default\": \"yes\", \"duration\": \"138\", \"total_measure\": 105.0, \"share_within_group\": 0.7862812640407368}, {\"default\": \"yes\", \"duration\": \"185\", \"total_measure\": 98.0, \"share_within_group\": 0.7338625131046878}, {\"default\": \"yes\", \"duration\": \"114\", \"total_measure\": 95.0, \"share_within_group\": 0.7113973341320953}, {\"default\": \"yes\", \"duration\": \"115\", \"total_measure\": 92.0, \"share_within_group\": 0.6889321551595028}, {\"default\": \"yes\", \"duration\": \"134\", \"total_measure\": 92.0, \"share_within_group\": 0.6889321551595028}, {\"default\": \"yes\", \"duration\": \"93\", \"total_measure\": 90.0, \"share_within_group\": 0.6739553691777744}, {\"default\": \"yes\", \"duration\": \"105\", \"total_measure\": 89.0, \"share_within_group\": 0.6664669761869103}, {\"default\": \"yes\", \"duration\": \"75\", \"total_measure\": 84.0, \"share_within_group\": 0.6290250112325895}, {\"default\": \"yes\", \"duration\": \"81\", \"total_measure\": 81.0, \"share_within_group\": 0.606559832259997}, {\"default\": \"yes\", \"duration\": \"95\", \"total_measure\": 81.0, \"share_within_group\": 0.606559832259997}, {\"default\": \"yes\", \"duration\": \"157\", \"total_measure\": 80.0, \"share_within_group\": 0.5990714392691329}, {\"default\": \"yes\", \"duration\": \"168\", \"total_measure\": 80.0, \"share_within_group\": 0.5990714392691329}, {\"default\": \"yes\", \"duration\": \"21\", \"total_measure\": 80.0, \"share_within_group\": 0.5990714392691329}, {\"default\": \"yes\", \"duration\": \"78\", \"total_measure\": 80.0, \"share_within_group\": 0.5990714392691329}, {\"default\": \"yes\", \"duration\": \"142\", \"total_measure\": 78.0, \"share_within_group\": 0.5840946532874045}, {\"default\": \"yes\", \"duration\": \"44\", \"total_measure\": 78.0, \"share_within_group\": 0.5840946532874045}, {\"default\": \"yes\", \"duration\": \"71\", \"total_measure\": 78.0, \"share_within_group\": 0.5840946532874045}, {\"default\": \"yes\", \"duration\": \"76\", \"total_measure\": 77.0, \"share_within_group\": 0.5766062602965404}, {\"default\": \"yes\", \"duration\": \"236\", \"total_measure\": 75.0, \"share_within_group\": 0.561629474314812}, {\"default\": \"yes\", \"duration\": \"51\", \"total_measure\": 75.0, \"share_within_group\": 0.561629474314812}, {\"default\": \"yes\", \"duration\": \"70\", \"total_measure\": 75.0, \"share_within_group\": 0.561629474314812}, {\"default\": \"yes\", \"duration\": \"85\", \"total_measure\": 75.0, \"share_within_group\": 0.561629474314812}, {\"default\": \"yes\", \"duration\": \"298\", \"total_measure\": 74.0, \"share_within_group\": 0.5541410813239479}, {\"default\": \"yes\", \"duration\": \"118\", \"total_measure\": 70.0, \"share_within_group\": 0.5241875093604912}, {\"default\": \"yes\", \"duration\": \"173\", \"total_measure\": 70.0, \"share_within_group\": 0.5241875093604912}, {\"default\": \"yes\", \"duration\": \"216\", \"total_measure\": 70.0, \"share_within_group\": 0.5241875093604912}, {\"default\": \"yes\", \"duration\": \"240\", \"total_measure\": 69.0, \"share_within_group\": 0.5166991163696271}, {\"default\": \"yes\", \"duration\": \"112\", \"total_measure\": 68.0, \"share_within_group\": 0.5092107233787629}, {\"default\": \"yes\", \"duration\": \"181\", \"total_measure\": 68.0, \"share_within_group\": 0.5092107233787629}, {\"default\": \"yes\", \"duration\": \"226\", \"total_measure\": 68.0, \"share_within_group\": 0.5092107233787629}, {\"default\": \"yes\", \"duration\": \"122\", \"total_measure\": 67.0, \"share_within_group\": 0.5017223303878987}, {\"default\": \"yes\", \"duration\": \"199\", \"total_measure\": 67.0, \"share_within_group\": 0.5017223303878987}, {\"default\": \"yes\", \"duration\": \"73\", \"total_measure\": 67.0, \"share_within_group\": 0.5017223303878987}, {\"default\": \"yes\", \"duration\": \"177\", \"total_measure\": 66.0, \"share_within_group\": 0.4942339373970346}, {\"default\": \"yes\", \"duration\": \"22\", \"total_measure\": 66.0, \"share_within_group\": 0.4942339373970346}, {\"default\": \"yes\", \"duration\": \"386\", \"total_measure\": 66.0, \"share_within_group\": 0.4942339373970346}, {\"default\": \"yes\", \"duration\": \"102\", \"total_measure\": 65.0, \"share_within_group\": 0.48674554440617046}, {\"default\": \"yes\", \"duration\": \"111\", \"total_measure\": 65.0, \"share_within_group\": 0.48674554440617046}, {\"default\": \"yes\", \"duration\": \"84\", \"total_measure\": 65.0, \"share_within_group\": 0.48674554440617046}, {\"default\": \"yes\", \"duration\": \"172\", \"total_measure\": 64.0, \"share_within_group\": 0.4792571514153063}, {\"default\": \"yes\", \"duration\": \"204\", \"total_measure\": 64.0, \"share_within_group\": 0.4792571514153063}, {\"default\": \"yes\", \"duration\": \"239\", \"total_measure\": 64.0, \"share_within_group\": 0.4792571514153063}, {\"default\": \"yes\", \"duration\": \"109\", \"total_measure\": 63.0, \"share_within_group\": 0.4717687584244421}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 70.33}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..73ccff141b684c647c2d9f5da0b564212ad32f83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:31:47.935902+00:00", + "ended_at": "2026-05-04T08:32:03.926250+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_90fe7156ec795d30", + "problem_id": "v2p_m8_17a79109fc85c140", + "dataset_id": "m8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=default, measure_col=day.", + "bindings": { + "group_col": "default", + "measure_col": "day", + "item_col": "duration", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=79" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_90fe7156ec795d30.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_90fe7156ec795d30", + "api_calls": 0, + "input_tokens": 22718, + "cached_input_tokens": 21888, + "output_tokens": 210, + "total_tokens": 22928, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2627, + "estimated_output_tokens": 152, + "estimated_total_tokens": 2779, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15880.35, + "sql_execution_elapsed_ms_total": 70.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_90fe7156ec795d30\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4919a14ba1662788e0e7433f4969c118295f53a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_90fe7156ec795d30/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:32:03.848580+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15880.35, "started_at": "2026-05-04T08:31:47.941934+00:00", "ended_at": "2026-05-04T08:32:03.826643+00:00", "prompt_metrics": {"chars": 9360, "bytes_utf8": 9360, "lines": 302, "estimated_tokens": 2627}, "response_metrics": {"chars": 582, "bytes_utf8": 582, "lines": 1, "estimated_tokens": 152}, "usage": {"input_tokens": 22718, "cached_input_tokens": 21888, "output_tokens": 210}, "stderr_preview": "2026-05-04T08:31:51.630098Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:31:53.935730Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=default, condition_col=education.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "default", + "condition_col": "education", + "condition_value": "tertiary", + "positive_value": "secondary", + "negative_value": "tertiary", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c5d61379d33b5063479f455a3b0e0fa9d2a054f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-951b-7c43-b88a-1ffa8b09a3a6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"default\\\",\\n AVG(CASE WHEN \\\"education\\\" = 'tertiary' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col=\\\"default\\\" and condition_col=\\\"education\\\", measuring the within-group proportion of rows where education is 'tertiary'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22666,"cached_input_tokens":6528,"output_tokens":119}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee7aaccd46f40f460d7f0f88a9f9a94eb4695141 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"default\",\n AVG(CASE WHEN \"education\" = 'tertiary' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"default\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with group_col=\"default\" and condition_col=\"education\", measuring the within-group proportion of rows where education is 'tertiary'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..563a7fc8146859d843ecaa5d07e6fe6f80d98a48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:23:14.021379Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:23:16.324806Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:23:23.882717Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..45596479011539247df36adc74486c3127d8e40e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=default, condition_col=education. +Result preview: [{"default": "no", "condition_rate": 0.29513920172988556}, {"default": "yes", "condition_rate": 0.24294478527607363}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..96aa867416e779f8c728a1a022cdd7c640595d1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_9248c766eec588c4 +-- problem_id: v2p_m8_6784bf1297ab34e6 +-- realization_mode: agent +-- source_kind: agent +SELECT "default", + AVG(CASE WHEN "education" = 'tertiary' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "default" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e86694bea786a1e1e8bf0edd50ee1a6e73079fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"default\",\n AVG(CASE WHEN \"education\" = 'tertiary' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"default\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"default\\\",\\n AVG(CASE WHEN \\\"education\\\" = 'tertiary' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"default\", \"condition_rate\"], \"rows\": [{\"default\": \"no\", \"condition_rate\": 0.29513920172988556}, {\"default\": \"yes\", \"condition_rate\": 0.24294478527607363}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.77}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ccdeb521f7bfcc4fe7d50444488319f13a53cfb7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:23:13.810948+00:00", + "ended_at": "2026-05-04T08:23:24.982254+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_9248c766eec588c4", + "problem_id": "v2p_m8_6784bf1297ab34e6", + "dataset_id": "m8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=default, condition_col=education.", + "bindings": { + "group_col": "default", + "condition_col": "education", + "condition_value": "tertiary", + "positive_value": "secondary", + "negative_value": "tertiary", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_9248c766eec588c4.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_9248c766eec588c4", + "api_calls": 0, + "input_tokens": 22666, + "cached_input_tokens": 6528, + "output_tokens": 119, + "total_tokens": 22785, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2575, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2678, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11112.69, + "sql_execution_elapsed_ms_total": 25.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_9248c766eec588c4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96f7b35239b3ed76cf2f1e7b3b47ea88c8b5200a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9248c766eec588c4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:23:24.949487+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11112.69, "started_at": "2026-05-04T08:23:13.815409+00:00", "ended_at": "2026-05-04T08:23:24.931450+00:00", "prompt_metrics": {"chars": 9225, "bytes_utf8": 9225, "lines": 303, "estimated_tokens": 2575}, "response_metrics": {"chars": 423, "bytes_utf8": 423, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22666, "cached_input_tokens": 6528, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:23:14.021379Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:23:16.324806Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=poutcome, measure_col=age.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "poutcome", + "measure_col": "age", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..413ae5ef83e742e676b1839f888d652bce4c5b0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-e370-7fa3-80eb-4678f419380f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"poutcome\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"poutcome\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"poutcome\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col bound to \\\"poutcome\\\" and measure_col bound to \\\"age\\\". Cast \\\"age\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22644,"cached_input_tokens":19840,"output_tokens":133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89501a22ca8c046a706c19f7fbeb267dbb59e72b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"poutcome\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"poutcome\"\nHAVING COUNT(*) > 5\nORDER BY \"poutcome\";","notes":"Applied the provided Support-Guarded Group Average template with group_col bound to \"poutcome\" and measure_col bound to \"age\". Cast \"age\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..613b81e5ce3942e12a5a92da9dafc6e2aecfe64b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:55.301980Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:57.671966Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:05.812792Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..efd59bd04b085c0aa9899445d1e09c41d1a8977f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=poutcome, measure_col=age. +Result preview: [{"poutcome": "failure", "avg_measure": 40.78616608855336, "support": 4901}, {"poutcome": "other", "avg_measure": 39.75217391304348, "support": 1840}, {"poutcome": "success", "avg_measure": 42.96492389146261, "support": 1511}, {"poutcome": "unknown", "avg_measure": 40.93211396412241, "support": 36959}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7627620ad3ebc956ce65536cdf79d5294693cf9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_9584ea3ab3210ee8 +-- problem_id: v2p_m8_cda3a7929d6975db +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "poutcome" +HAVING COUNT(*) > 5 +ORDER BY "poutcome"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d9dd9084f287a1a409d263cfdce9a3c21882fc8f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"poutcome\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"poutcome\"\nHAVING COUNT(*) > 5\nORDER BY \"poutcome\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"poutcome\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"poutcome\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"poutcome\\\";\", \"columns\": [\"poutcome\", \"avg_measure\", \"support\"], \"rows\": [{\"poutcome\": \"failure\", \"avg_measure\": 40.78616608855336, \"support\": 4901}, {\"poutcome\": \"other\", \"avg_measure\": 39.75217391304348, \"support\": 1840}, {\"poutcome\": \"success\", \"avg_measure\": 42.96492389146261, \"support\": 1511}, {\"poutcome\": \"unknown\", \"avg_measure\": 40.93211396412241, \"support\": 36959}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.12}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4ad757591968c5aa330c3aef7f90a92476e78af0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:15:55.111971+00:00", + "ended_at": "2026-05-04T08:16:06.594418+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_9584ea3ab3210ee8", + "problem_id": "v2p_m8_cda3a7929d6975db", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=poutcome, measure_col=age.", + "bindings": { + "group_col": "poutcome", + "measure_col": "age", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_9584ea3ab3210ee8.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_9584ea3ab3210ee8", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 19840, + "output_tokens": 133, + "total_tokens": 22777, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2672, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11418.56, + "sql_execution_elapsed_ms_total": 30.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_9584ea3ab3210ee8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b2705d31da381003c33d1334025715684918ab4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:06.557354+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11418.56, "started_at": "2026-05-04T08:15:55.121251+00:00", "ended_at": "2026-05-04T08:16:06.539450+00:00", "prompt_metrics": {"chars": 9096, "bytes_utf8": 9096, "lines": 300, "estimated_tokens": 2555}, "response_metrics": {"chars": 424, "bytes_utf8": 424, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22644, "cached_input_tokens": 19840, "output_tokens": 133}, "stderr_preview": "2026-05-04T08:15:55.301980Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:57.671966Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"poutcome\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col bound to \\\"poutcome\\\" and measure_col bound to \\\"age\\\". Cast \\\"age\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7113789bb0ad8cc97b9c5dd121c2db94ab3e68ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9584ea3ab3210ee8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_9584ea3ab3210ee8", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 19840, + "output_tokens": 133, + "total_tokens": 22777, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2672, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11418.56, + "sql_execution_elapsed_ms_total": 30.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_9584ea3ab3210ee8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_966ce439ed2b3013/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_966ce439ed2b3013/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d6a6176012b0926765b8bb0fa395e523b6956ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_966ce439ed2b3013/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "secondary", "support": 23202, "support_share": 0.513193691800668, "cumulative_support": 23202}, {"value_label": "tertiary", "support": 13301, "support_share": 0.29419831456946316, "cumulative_support": 36503}, {"value_label": "primary", "support": 6851, "support_share": 0.15153391873659064, "cumulative_support": 43354}, {"value_label": "unknown", "support": 1857, "support_share": 0.04107407489327818, "cumulative_support": 45211}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_966ce439ed2b3013/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_966ce439ed2b3013/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c51a081506c763b97929148469940d61bb0f7f6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_966ce439ed2b3013/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m8_966ce439ed2b3013 +-- problem_id: v2p_m8_b42bc72cbf4c5f9f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "education" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "education" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_966ce439ed2b3013/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_966ce439ed2b3013/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd7453623059a1e76bafcfe8ee35582f75e29b49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_966ce439ed2b3013/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m8_966ce439ed2b3013\n-- problem_id: v2p_m8_b42bc72cbf4c5f9f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"education\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"education\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m8_966ce439ed2b3013\\n-- problem_id: v2p_m8_b42bc72cbf4c5f9f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"education\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"education\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"secondary\", \"support\": 23202, \"support_share\": 0.513193691800668, \"cumulative_support\": 23202}, {\"value_label\": \"tertiary\", \"support\": 13301, \"support_share\": 0.29419831456946316, \"cumulative_support\": 36503}, {\"value_label\": \"primary\", \"support\": 6851, \"support_share\": 0.15153391873659064, \"cumulative_support\": 43354}, {\"value_label\": \"unknown\", \"support\": 1857, \"support_share\": 0.04107407489327818, \"cumulative_support\": 45211}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.27}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_966ce439ed2b3013/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_966ce439ed2b3013/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e97386253e741dee8bede53ed54662c0354e2f9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_966ce439ed2b3013/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:10.363693+00:00", + "ended_at": "2026-05-04T08:57:10.394294+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_966ce439ed2b3013", + "problem_id": "v2p_m8_b42bc72cbf4c5f9f", + "dataset_id": "m8", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=education.", + "bindings": { + "group_col": "education" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_966ce439ed2b3013.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_966ce439ed2b3013/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_966ce439ed2b3013/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_966ce439ed2b3013/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fa7d6aaf0fee365825176b64de671e95dea20237 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9129, "bytes_utf8": 9129, "lines": 298, "estimated_tokens": 2564}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 523, "bytes_utf8": 523, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22655, "cached_input_tokens": 21888, "output_tokens": 307}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9e6a3cdf7e5b14f770b06f78b53f4b2c0e5e01c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_9a772368fc8aa8a2", + "api_calls": 0, + "input_tokens": 22655, + "cached_input_tokens": 21888, + "output_tokens": 307, + "total_tokens": 22962, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2564, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2694, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15656.56, + "sql_execution_elapsed_ms_total": 90.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_9a772368fc8aa8a2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f814c9a2f6668edc75c89b28e9cd7838a1837d84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:49:57.937403+00:00", + "ended_at": "2026-05-04T08:50:13.593874+00:00", + "elapsed_ms": 15656.56, + "prompt_metrics": { + "chars": 9129, + "bytes_utf8": 9129, + "lines": 298, + "estimated_tokens": 2564 + }, + "stdout_metrics": { + "chars": 856, + "bytes_utf8": 856, + "lines": 4, + "estimated_tokens": 244 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13217 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 523, + "bytes_utf8": 523, + "lines": 1, + "estimated_tokens": 130 + }, + "usage": { + "input_tokens": 22655, + "cached_input_tokens": 21888, + "output_tokens": 307 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f50d83f451e8248c4c213a7e334fe566b70fe52e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=previous.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "previous", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b704d53dfa6dfa1ec1a9f7198393d38b8ef8000d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22e-0f48-70e2-b1a0-9694589d9449"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"previous\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"previous\\\" AS INTEGER) DESC) AS tail_bucket\\n FROM \\\"m8\\\"\\n)\\nSELECT \\\"previous\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"previous\\\" AS INTEGER) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"previous\\\" and num_tiles=10. Used CAST(\\\"previous\\\" AS INTEGER) for numeric tail ordering because the SQLite column is stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22655,"cached_input_tokens":21888,"output_tokens":307}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb3ffc8a83f1ffb11866cf7b2f28e696ea957b62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"previous\",\n NTILE(10) OVER (ORDER BY CAST(\"previous\" AS INTEGER) DESC) AS tail_bucket\n FROM \"m8\"\n)\nSELECT \"previous\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"previous\" AS INTEGER) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"previous\" and num_tiles=10. Used CAST(\"previous\" AS INTEGER) for numeric tail ordering because the SQLite column is stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6412faba6ffc37d59fad162bf20ff1fb3455509d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:49:58.154915Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:50:00.522371Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:50:12.805264Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..69dc8214df7d194caf484ecd96f3085a85b8e150 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=previous. +Result preview: [{"previous": "275"}, {"previous": "58"}, {"previous": "55"}, {"previous": "51"}, {"previous": "41"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec027dc0771a75023452901cbab7f5ec900e58bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m8_9a772368fc8aa8a2 +-- problem_id: v2p_m8_57a487d2eb2e2a55 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "previous", + NTILE(10) OVER (ORDER BY CAST("previous" AS INTEGER) DESC) AS tail_bucket + FROM "m8" +) +SELECT "previous" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("previous" AS INTEGER) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..03165a544800e78c87759e3eb6b92185e00d97b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"previous\",\n NTILE(10) OVER (ORDER BY CAST(\"previous\" AS INTEGER) DESC) AS tail_bucket\n FROM \"m8\"\n)\nSELECT \"previous\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"previous\" AS INTEGER) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"previous\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"previous\\\" AS INTEGER) DESC) AS tail_bucket\\n FROM \\\"m8\\\"\\n)\\nSELECT \\\"previous\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"previous\\\" AS INTEGER) DESC;\", \"columns\": [\"previous\"], \"rows\": [{\"previous\": \"275\"}, {\"previous\": \"58\"}, {\"previous\": \"55\"}, {\"previous\": \"51\"}, {\"previous\": \"41\"}, {\"previous\": \"40\"}, {\"previous\": \"38\"}, {\"previous\": \"38\"}, {\"previous\": \"37\"}, {\"previous\": \"37\"}, {\"previous\": \"35\"}, {\"previous\": \"32\"}, {\"previous\": \"30\"}, {\"previous\": \"30\"}, {\"previous\": \"30\"}, {\"previous\": \"29\"}, {\"previous\": \"29\"}, {\"previous\": \"29\"}, {\"previous\": \"29\"}, {\"previous\": \"28\"}, {\"previous\": \"28\"}, {\"previous\": \"27\"}, {\"previous\": \"27\"}, {\"previous\": \"27\"}, {\"previous\": \"27\"}, {\"previous\": \"27\"}, {\"previous\": \"26\"}, {\"previous\": \"26\"}, {\"previous\": \"25\"}, {\"previous\": \"25\"}, {\"previous\": \"25\"}, {\"previous\": \"25\"}, {\"previous\": \"24\"}, {\"previous\": \"24\"}, {\"previous\": \"24\"}, {\"previous\": \"24\"}, {\"previous\": \"24\"}, {\"previous\": \"23\"}, {\"previous\": \"23\"}, {\"previous\": \"23\"}, {\"previous\": \"23\"}, {\"previous\": \"23\"}, {\"previous\": \"23\"}, {\"previous\": \"23\"}, {\"previous\": \"23\"}, {\"previous\": \"22\"}, {\"previous\": \"22\"}, {\"previous\": \"22\"}, {\"previous\": \"22\"}, {\"previous\": \"22\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 90.8}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b148bc6b6a9c19b012d195b651973595f4f403ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:49:57.926002+00:00", + "ended_at": "2026-05-04T08:50:13.718756+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_9a772368fc8aa8a2", + "problem_id": "v2p_m8_57a487d2eb2e2a55", + "dataset_id": "m8", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=previous.", + "bindings": { + "measure_col": "previous", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_9a772368fc8aa8a2.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_9a772368fc8aa8a2", + "api_calls": 0, + "input_tokens": 22655, + "cached_input_tokens": 21888, + "output_tokens": 307, + "total_tokens": 22962, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2564, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2694, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15656.56, + "sql_execution_elapsed_ms_total": 90.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_9a772368fc8aa8a2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d11a6e6927f920b9836751137999bc3a4c213b6d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9a772368fc8aa8a2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:50:13.614352+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15656.56, "started_at": "2026-05-04T08:49:57.937403+00:00", "ended_at": "2026-05-04T08:50:13.593874+00:00", "prompt_metrics": {"chars": 9129, "bytes_utf8": 9129, "lines": 298, "estimated_tokens": 2564}, "response_metrics": {"chars": 523, "bytes_utf8": 523, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22655, "cached_input_tokens": 21888, "output_tokens": 307}, "stderr_preview": "2026-05-04T08:49:58.154915Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:50:00.522371Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9b513b37365cb25c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9b513b37365cb25c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2071ddee38ea261153527cf7fccc6013d12bf423 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9b513b37365cb25c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_9b513b37365cb25c\n-- problem_id: v2p_m8_3621ff8f607a5383\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"pdays\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"m8\"\nGROUP BY \"pdays\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_9b513b37365cb25c\\n-- problem_id: v2p_m8_3621ff8f607a5383\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"pdays\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"pdays\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"pdays\", \"support\", \"avg_response\"], \"rows\": [{\"pdays\": \"-1\", \"support\": 36954, \"avg_response\": 16.145424040699247}, {\"pdays\": \"182\", \"support\": 167, \"avg_response\": 15.95808383233533}, {\"pdays\": \"92\", \"support\": 147, \"avg_response\": 13.625850340136054}, {\"pdays\": \"183\", \"support\": 126, \"avg_response\": 16.896825396825395}, {\"pdays\": \"91\", \"support\": 126, \"avg_response\": 14.047619047619047}, {\"pdays\": \"181\", \"support\": 117, \"avg_response\": 15.2991452991453}, {\"pdays\": \"370\", \"support\": 99, \"avg_response\": 13.11111111111111}, {\"pdays\": \"184\", \"support\": 85, \"avg_response\": 18.11764705882353}, {\"pdays\": \"364\", \"support\": 77, \"avg_response\": 13.03896103896104}, {\"pdays\": \"95\", \"support\": 74, \"avg_response\": 14.432432432432432}, {\"pdays\": \"350\", \"support\": 73, \"avg_response\": 13.150684931506849}, {\"pdays\": \"94\", \"support\": 72, \"avg_response\": 14.930555555555555}, {\"pdays\": \"175\", \"support\": 71, \"avg_response\": 14.633802816901408}, {\"pdays\": \"185\", \"support\": 68, \"avg_response\": 17.220588235294116}, {\"pdays\": \"93\", \"support\": 65, \"avg_response\": 14.138461538461538}, {\"pdays\": \"343\", \"support\": 65, \"avg_response\": 12.507692307692308}, {\"pdays\": \"188\", \"support\": 64, \"avg_response\": 15.921875}, {\"pdays\": \"189\", \"support\": 60, \"avg_response\": 16.816666666666666}, {\"pdays\": \"186\", \"support\": 60, \"avg_response\": 16.0}, {\"pdays\": \"174\", \"support\": 57, \"avg_response\": 14.666666666666666}, {\"pdays\": \"349\", \"support\": 57, \"avg_response\": 13.035087719298245}, {\"pdays\": \"96\", \"support\": 57, \"avg_response\": 11.771929824561404}, {\"pdays\": \"363\", \"support\": 55, \"avg_response\": 10.981818181818182}, {\"pdays\": \"97\", \"support\": 54, \"avg_response\": 16.425925925925927}, {\"pdays\": \"90\", \"support\": 54, \"avg_response\": 13.74074074074074}, {\"pdays\": \"196\", \"support\": 51, \"avg_response\": 15.019607843137255}, {\"pdays\": \"365\", \"support\": 51, \"avg_response\": 11.588235294117647}, {\"pdays\": \"98\", \"support\": 49, \"avg_response\": 14.653061224489797}, {\"pdays\": \"368\", \"support\": 49, \"avg_response\": 12.46938775510204}, {\"pdays\": \"357\", \"support\": 49, \"avg_response\": 11.244897959183673}, {\"pdays\": \"342\", \"support\": 49, \"avg_response\": 11.081632653061224}, {\"pdays\": \"345\", \"support\": 48, \"avg_response\": 12.395833333333334}, {\"pdays\": \"351\", \"support\": 48, \"avg_response\": 10.458333333333334}, {\"pdays\": \"178\", \"support\": 47, \"avg_response\": 16.5531914893617}, {\"pdays\": \"367\", \"support\": 47, \"avg_response\": 11.957446808510639}, {\"pdays\": \"347\", \"support\": 47, \"avg_response\": 11.702127659574469}, {\"pdays\": \"190\", \"support\": 46, \"avg_response\": 15.652173913043478}, {\"pdays\": \"195\", \"support\": 45, \"avg_response\": 16.333333333333332}, {\"pdays\": \"104\", \"support\": 45, \"avg_response\": 14.422222222222222}, {\"pdays\": \"180\", \"support\": 45, \"avg_response\": 13.755555555555556}, {\"pdays\": \"99\", \"support\": 45, \"avg_response\": 12.177777777777777}, {\"pdays\": \"356\", \"support\": 45, \"avg_response\": 12.022222222222222}, {\"pdays\": \"172\", \"support\": 44, \"avg_response\": 14.068181818181818}, {\"pdays\": \"371\", \"support\": 44, \"avg_response\": 13.545454545454545}, {\"pdays\": \"344\", \"support\": 44, \"avg_response\": 11.795454545454545}, {\"pdays\": \"150\", \"support\": 43, \"avg_response\": 17.837209302325583}, {\"pdays\": \"87\", \"support\": 43, \"avg_response\": 17.13953488372093}, {\"pdays\": \"179\", \"support\": 43, \"avg_response\": 15.604651162790697}, {\"pdays\": \"187\", \"support\": 43, \"avg_response\": 14.093023255813954}, {\"pdays\": \"170\", \"support\": 43, \"avg_response\": 12.627906976744185}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 28.28}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9b513b37365cb25c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9b513b37365cb25c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0f58edba60f58685b6d554fd1a653c1d46d99a72 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9b513b37365cb25c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.940754+00:00", + "ended_at": "2026-05-04T08:57:11.973369+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_9b513b37365cb25c", + "problem_id": "v2p_m8_3621ff8f607a5383", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=day, key_col=pdays.", + "bindings": { + "key_col": "pdays", + "measure_col": "day", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=19", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 19, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_9b513b37365cb25c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9b513b37365cb25c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9b513b37365cb25c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9b513b37365cb25c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a003818c58191dbc11a84bc54e0e6417071fe8cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9129, "bytes_utf8": 9129, "lines": 298, "estimated_tokens": 2564}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 476, "bytes_utf8": 476, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22655, "cached_input_tokens": 21888, "output_tokens": 266}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9c4634b73f76fe869dc46d713c03bbd2441ee057 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_9d5701902746fd4a", + "api_calls": 0, + "input_tokens": 22655, + "cached_input_tokens": 21888, + "output_tokens": 266, + "total_tokens": 22921, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2564, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2682, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16094.01, + "sql_execution_elapsed_ms_total": 101.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_9d5701902746fd4a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..47064c8f369248576a1e2ac0eb8167bcf49ccd65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:49:28.489729+00:00", + "ended_at": "2026-05-04T08:49:44.583387+00:00", + "elapsed_ms": 16094.01, + "prompt_metrics": { + "chars": 9129, + "bytes_utf8": 9129, + "lines": 298, + "estimated_tokens": 2564 + }, + "stdout_metrics": { + "chars": 805, + "bytes_utf8": 805, + "lines": 4, + "estimated_tokens": 231 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13224 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 476, + "bytes_utf8": 476, + "lines": 1, + "estimated_tokens": 118 + }, + "usage": { + "input_tokens": 22655, + "cached_input_tokens": 21888, + "output_tokens": 266 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..642daf4e76a2164306975659969d0572a9f0442e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=campaign.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "campaign", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a99b727eb14c9fcaffda5b5d546b21ea086276cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22d-9c2e-7c13-a7b1-31efd16bcf8d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"campaign\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"campaign\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m8\\\"\\n)\\nSELECT \\\"campaign\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"campaign\\\" AS REAL) DESC;\",\"notes\":\"Used the Quantile Tail Slice template with measure_col bound to \\\"campaign\\\" and numeric casting for correct SQLite ordering because the column is stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22655,"cached_input_tokens":21888,"output_tokens":266}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c9b77b32e2db587bf04245188ceb2a32b7520c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"campaign\",\n NTILE(10) OVER (ORDER BY CAST(\"campaign\" AS REAL) DESC) AS tail_bucket\n FROM \"m8\"\n)\nSELECT \"campaign\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"campaign\" AS REAL) DESC;","notes":"Used the Quantile Tail Slice template with measure_col bound to \"campaign\" and numeric casting for correct SQLite ordering because the column is stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4b1b9aa6f97aba30ca844aacee4e786666e8f9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:49:28.702086Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:49:31.092792Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:49:43.512976Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..48d89479a068a342125d760977fb8de40f48709f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=campaign. +Result preview: [{"campaign": "63"}, {"campaign": "58"}, {"campaign": "55"}, {"campaign": "51"}, {"campaign": "50"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..97ad4f193146f99f3c5fbb5092045931d221efcd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m8_9d5701902746fd4a +-- problem_id: v2p_m8_6cbcac4b03686fb8 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "campaign", + NTILE(10) OVER (ORDER BY CAST("campaign" AS REAL) DESC) AS tail_bucket + FROM "m8" +) +SELECT "campaign" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("campaign" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34c60a20280d3f2694d0a6524c90a236e6ea8702 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"campaign\",\n NTILE(10) OVER (ORDER BY CAST(\"campaign\" AS REAL) DESC) AS tail_bucket\n FROM \"m8\"\n)\nSELECT \"campaign\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"campaign\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"campaign\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"campaign\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m8\\\"\\n)\\nSELECT \\\"campaign\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"campaign\\\" AS REAL) DESC;\", \"columns\": [\"campaign\"], \"rows\": [{\"campaign\": \"63\"}, {\"campaign\": \"58\"}, {\"campaign\": \"55\"}, {\"campaign\": \"51\"}, {\"campaign\": \"50\"}, {\"campaign\": \"50\"}, {\"campaign\": \"46\"}, {\"campaign\": \"44\"}, {\"campaign\": \"43\"}, {\"campaign\": \"43\"}, {\"campaign\": \"43\"}, {\"campaign\": \"41\"}, {\"campaign\": \"41\"}, {\"campaign\": \"39\"}, {\"campaign\": \"38\"}, {\"campaign\": \"38\"}, {\"campaign\": \"38\"}, {\"campaign\": \"37\"}, {\"campaign\": \"37\"}, {\"campaign\": \"36\"}, {\"campaign\": \"36\"}, {\"campaign\": \"36\"}, {\"campaign\": \"36\"}, {\"campaign\": \"35\"}, {\"campaign\": \"35\"}, {\"campaign\": \"35\"}, {\"campaign\": \"35\"}, {\"campaign\": \"34\"}, {\"campaign\": \"34\"}, {\"campaign\": \"34\"}, {\"campaign\": \"34\"}, {\"campaign\": \"34\"}, {\"campaign\": \"33\"}, {\"campaign\": \"33\"}, {\"campaign\": \"33\"}, {\"campaign\": \"33\"}, {\"campaign\": \"33\"}, {\"campaign\": \"33\"}, {\"campaign\": \"32\"}, {\"campaign\": \"32\"}, {\"campaign\": \"32\"}, {\"campaign\": \"32\"}, {\"campaign\": \"32\"}, {\"campaign\": \"32\"}, {\"campaign\": \"32\"}, {\"campaign\": \"32\"}, {\"campaign\": \"32\"}, {\"campaign\": \"31\"}, {\"campaign\": \"31\"}, {\"campaign\": \"31\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 101.52}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..85077817571915b0872d3de5cbd7bf0c209a2b2a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:49:28.482083+00:00", + "ended_at": "2026-05-04T08:49:44.713482+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_9d5701902746fd4a", + "problem_id": "v2p_m8_6cbcac4b03686fb8", + "dataset_id": "m8", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=campaign.", + "bindings": { + "measure_col": "campaign", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_9d5701902746fd4a.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_9d5701902746fd4a", + "api_calls": 0, + "input_tokens": 22655, + "cached_input_tokens": 21888, + "output_tokens": 266, + "total_tokens": 22921, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2564, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2682, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16094.01, + "sql_execution_elapsed_ms_total": 101.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_9d5701902746fd4a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8676b172ba380404af00f2e9cab34686337aa63e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9d5701902746fd4a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:49:44.592268+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16094.01, "started_at": "2026-05-04T08:49:28.489729+00:00", "ended_at": "2026-05-04T08:49:44.583387+00:00", "prompt_metrics": {"chars": 9129, "bytes_utf8": 9129, "lines": 298, "estimated_tokens": 2564}, "response_metrics": {"chars": 476, "bytes_utf8": 476, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22655, "cached_input_tokens": 21888, "output_tokens": 266}, "stderr_preview": "2026-05-04T08:49:28.702086Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:49:31.092792Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=pdays, measure_col=duration.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "pdays", + "measure_col": "duration", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ce6ac7cb1d8d686263f15d3d9bd85e62288baa2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df229-f6b2-7903-88ed-19e3e6a2ae70"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n CAST(\\\"duration\\\" AS REAL) AS \\\"duration_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"pdays\\\"\\n ORDER BY CAST(\\\"duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"pdays\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n \\\"duration_value\\\",\\n \\\"cnt\\\",\\n CAST(((\\\"cnt\\\" * 90) + 99) / 100 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"pdays\\\",\\n \\\"duration_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\n AND \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC\\nLIMIT 4;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 90th percentile by selecting the value at rank ceil(0.9 * group_size) within each \\\"pdays\\\" group after casting \\\"duration\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22639,"cached_input_tokens":21888,"output_tokens":810}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbc3d4b3eec4c8f221e82c53d04acc41ee07b31a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"pdays\",\n CAST(\"duration\" AS REAL) AS \"duration_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"pdays\"\n ORDER BY CAST(\"duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"pdays\") AS \"cnt\"\n FROM \"m8\"\n),\n\"percentile_pick\" AS (\n SELECT\n \"pdays\",\n \"duration_value\",\n \"cnt\",\n CAST(((\"cnt\" * 90) + 99) / 100 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"pdays\",\n \"duration_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" = \"target_rn\"\n AND \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC\nLIMIT 4;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 90th percentile by selecting the value at rank ceil(0.9 * group_size) within each \"pdays\" group after casting \"duration\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..185c7bd22dbbb6859e8f2f0fe8f5785ed251ff9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:45:29.756240Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:45:32.249155Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:45:51.825867Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..591293e2ae3c5c0711e0b1850a3f7fc767c07464 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=pdays, measure_col=duration. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2f4eb8f5ec62bb8e28310c36a5310e8645bee0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_9ef4755316d1ee8a +-- problem_id: v2p_m8_1b544c1e624edf85 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "pdays", + CAST("duration" AS REAL) AS "duration_value", + ROW_NUMBER() OVER ( + PARTITION BY "pdays" + ORDER BY CAST("duration" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "pdays") AS "cnt" + FROM "m8" +), +"percentile_pick" AS ( + SELECT + "pdays", + "duration_value", + "cnt", + CAST((("cnt" * 90) + 99) / 100 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "pdays", + "duration_value" AS "percentile_measure" +FROM "percentile_pick" +WHERE "rn" = "target_rn" + AND "cnt" >= 5 +ORDER BY "percentile_measure" DESC +LIMIT 4; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ec5769813b3216c9d38fa35f16e926b73176d92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"pdays\",\n CAST(\"duration\" AS REAL) AS \"duration_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"pdays\"\n ORDER BY CAST(\"duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"pdays\") AS \"cnt\"\n FROM \"m8\"\n),\n\"percentile_pick\" AS (\n SELECT\n \"pdays\",\n \"duration_value\",\n \"cnt\",\n CAST(((\"cnt\" * 90) + 99) / 100 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"pdays\",\n \"duration_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" = \"target_rn\"\n AND \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC\nLIMIT 4;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n CAST(\\\"duration\\\" AS REAL) AS \\\"duration_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"pdays\\\"\\n ORDER BY CAST(\\\"duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"pdays\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n \\\"duration_value\\\",\\n \\\"cnt\\\",\\n CAST(((\\\"cnt\\\" * 90) + 99) / 100 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"pdays\\\",\\n \\\"duration_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\n AND \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC\\nLIMIT 4;\", \"columns\": [\"pdays\", \"percentile_measure\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 182.6}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9ed275ee6f54eab9ecd854a0cfcb402e8e8b1e4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:45:29.445624+00:00", + "ended_at": "2026-05-04T08:45:52.935815+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_9ef4755316d1ee8a", + "problem_id": "v2p_m8_1b544c1e624edf85", + "dataset_id": "m8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=pdays, measure_col=duration.", + "bindings": { + "group_col": "pdays", + "measure_col": "duration", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_9ef4755316d1ee8a.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_9ef4755316d1ee8a", + "api_calls": 0, + "input_tokens": 22639, + "cached_input_tokens": 21888, + "output_tokens": 810, + "total_tokens": 23449, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2548, + "estimated_output_tokens": 288, + "estimated_total_tokens": 2836, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23257.04, + "sql_execution_elapsed_ms_total": 182.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_9ef4755316d1ee8a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b572f104e042969ccef83ee712573e053e691f57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:45:52.732105+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23257.04, "started_at": "2026-05-04T08:45:29.454025+00:00", "ended_at": "2026-05-04T08:45:52.711283+00:00", "prompt_metrics": {"chars": 9132, "bytes_utf8": 9132, "lines": 300, "estimated_tokens": 2548}, "response_metrics": {"chars": 968, "bytes_utf8": 968, "lines": 1, "estimated_tokens": 288}, "usage": {"input_tokens": 22639, "cached_input_tokens": 21888, "output_tokens": 810}, "stderr_preview": "2026-05-04T08:45:29.756240Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:45:32.249155Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY \\\"percentile_measure\\\" DESC\\nLIMIT 4;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 90th percentile by selecting the value at rank ceil(0.9 * group_size) within each \\\"pdays\\\" group after casting \\\"duration\\\" from TEXT to REAL.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..40d1116f305f8cad30a33411724f2fd96c8dd10c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_9ef4755316d1ee8a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_9ef4755316d1ee8a", + "api_calls": 0, + "input_tokens": 22639, + "cached_input_tokens": 21888, + "output_tokens": 810, + "total_tokens": 23449, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2548, + "estimated_output_tokens": 288, + "estimated_total_tokens": 2836, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23257.04, + "sql_execution_elapsed_ms_total": 182.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_9ef4755316d1ee8a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd63a1348a5748b5ce45c27be062d6d7528c4759 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9103, "bytes_utf8": 9103, "lines": 300, "estimated_tokens": 2553}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22642, "cached_input_tokens": 19840, "output_tokens": 121}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b583c5237693b0439026eb531e2b9a1d8131750f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a1bfda6ac03bc641", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 19840, + "output_tokens": 121, + "total_tokens": 22763, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2658, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14901.62, + "sql_execution_elapsed_ms_total": 31.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_a1bfda6ac03bc641\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..44163972ba45db63126cc282eed666087697bce3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:14:42.775782+00:00", + "ended_at": "2026-05-04T08:14:57.677836+00:00", + "elapsed_ms": 14901.62, + "prompt_metrics": { + "chars": 9103, + "bytes_utf8": 9103, + "lines": 300, + "estimated_tokens": 2553 + }, + "stdout_metrics": { + "chars": 755, + "bytes_utf8": 755, + "lines": 4, + "estimated_tokens": 214 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13156 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 422, + "bytes_utf8": 422, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 22642, + "cached_input_tokens": 19840, + "output_tokens": 121 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4199ea31119eb64029f211c639badd94b7c285ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=campaign, measure_col=campaign.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "campaign", + "measure_col": "campaign", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fea68d3305c569321e1e91b49e934414937c0952 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-c8e7-77c0-b388-947d028cc194"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"campaign\\\", AVG(CAST(\\\"campaign\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"campaign\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"campaign\\\";\",\"notes\":\"Used the required template with bound roles group_col=\\\"campaign\\\" and measure_col=\\\"campaign\\\". Casted \\\"campaign\\\" to REAL for AVG because the SQLite schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":19840,"output_tokens":121}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f4a5b3c13f09aee26d136130f4b349e7b6ea1e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"campaign\", AVG(CAST(\"campaign\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"campaign\"\nHAVING COUNT(*) > 5\nORDER BY \"campaign\";","notes":"Used the required template with bound roles group_col=\"campaign\" and measure_col=\"campaign\". Casted \"campaign\" to REAL for AVG because the SQLite schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6be76443e2759e2c186e20b3da06a68c827e9b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:42.969934Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:45.403083Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:14:56.889071Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..57091ce8d838cd575d79ee3f0ec175f59b09feb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=campaign, measure_col=campaign. +Result preview: [{"campaign": "1", "avg_measure": 1.0, "support": 17544}, {"campaign": "10", "avg_measure": 10.0, "support": 266}, {"campaign": "11", "avg_measure": 11.0, "support": 201}, {"campaign": "12", "avg_measure": 12.0, "support": 155}, {"campaign": "13", "avg_measure": 13.0, "support": 133}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b59058d010adee3ff31dc7b13eb38f8ba75cddd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_a1bfda6ac03bc641 +-- problem_id: v2p_m8_7fbf1530fb0f1025 +-- realization_mode: agent +-- source_kind: agent +SELECT "campaign", AVG(CAST("campaign" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "campaign" +HAVING COUNT(*) > 5 +ORDER BY "campaign"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9171802f469a9b2c9e2285af0f8e8c9a4de41ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"campaign\", AVG(CAST(\"campaign\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"campaign\"\nHAVING COUNT(*) > 5\nORDER BY \"campaign\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"campaign\\\", AVG(CAST(\\\"campaign\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"campaign\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"campaign\\\";\", \"columns\": [\"campaign\", \"avg_measure\", \"support\"], \"rows\": [{\"campaign\": \"1\", \"avg_measure\": 1.0, \"support\": 17544}, {\"campaign\": \"10\", \"avg_measure\": 10.0, \"support\": 266}, {\"campaign\": \"11\", \"avg_measure\": 11.0, \"support\": 201}, {\"campaign\": \"12\", \"avg_measure\": 12.0, \"support\": 155}, {\"campaign\": \"13\", \"avg_measure\": 13.0, \"support\": 133}, {\"campaign\": \"14\", \"avg_measure\": 14.0, \"support\": 93}, {\"campaign\": \"15\", \"avg_measure\": 15.0, \"support\": 84}, {\"campaign\": \"16\", \"avg_measure\": 16.0, \"support\": 79}, {\"campaign\": \"17\", \"avg_measure\": 17.0, \"support\": 69}, {\"campaign\": \"18\", \"avg_measure\": 18.0, \"support\": 51}, {\"campaign\": \"19\", \"avg_measure\": 19.0, \"support\": 44}, {\"campaign\": \"2\", \"avg_measure\": 2.0, \"support\": 12505}, {\"campaign\": \"20\", \"avg_measure\": 20.0, \"support\": 43}, {\"campaign\": \"21\", \"avg_measure\": 21.0, \"support\": 35}, {\"campaign\": \"22\", \"avg_measure\": 22.0, \"support\": 23}, {\"campaign\": \"23\", \"avg_measure\": 23.0, \"support\": 22}, {\"campaign\": \"24\", \"avg_measure\": 24.0, \"support\": 20}, {\"campaign\": \"25\", \"avg_measure\": 25.0, \"support\": 22}, {\"campaign\": \"26\", \"avg_measure\": 26.0, \"support\": 13}, {\"campaign\": \"27\", \"avg_measure\": 27.0, \"support\": 10}, {\"campaign\": \"28\", \"avg_measure\": 28.0, \"support\": 16}, {\"campaign\": \"29\", \"avg_measure\": 29.0, \"support\": 16}, {\"campaign\": \"3\", \"avg_measure\": 3.0, \"support\": 5521}, {\"campaign\": \"30\", \"avg_measure\": 30.0, \"support\": 8}, {\"campaign\": \"31\", \"avg_measure\": 31.0, \"support\": 12}, {\"campaign\": \"32\", \"avg_measure\": 32.0, \"support\": 9}, {\"campaign\": \"33\", \"avg_measure\": 33.0, \"support\": 6}, {\"campaign\": \"4\", \"avg_measure\": 4.0, \"support\": 3522}, {\"campaign\": \"5\", \"avg_measure\": 5.0, \"support\": 1764}, {\"campaign\": \"6\", \"avg_measure\": 6.0, \"support\": 1291}, {\"campaign\": \"7\", \"avg_measure\": 7.0, \"support\": 735}, {\"campaign\": \"8\", \"avg_measure\": 8.0, \"support\": 540}, {\"campaign\": \"9\", \"avg_measure\": 9.0, \"support\": 327}], \"row_count_returned\": 33, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.76}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f4f2a156f7313cc32d53c8acdfa57c3cc009ffdd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:14:42.767920+00:00", + "ended_at": "2026-05-04T08:14:57.750244+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_a1bfda6ac03bc641", + "problem_id": "v2p_m8_7fbf1530fb0f1025", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=campaign, measure_col=campaign.", + "bindings": { + "group_col": "campaign", + "measure_col": "campaign", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_a1bfda6ac03bc641.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a1bfda6ac03bc641", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 19840, + "output_tokens": 121, + "total_tokens": 22763, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2658, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14901.62, + "sql_execution_elapsed_ms_total": 31.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_a1bfda6ac03bc641\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..242c8438905449ceef352cb71f982d2f706d4c1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:57.695506+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14901.62, "started_at": "2026-05-04T08:14:42.775782+00:00", "ended_at": "2026-05-04T08:14:57.677836+00:00", "prompt_metrics": {"chars": 9103, "bytes_utf8": 9103, "lines": 300, "estimated_tokens": 2553}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22642, "cached_input_tokens": 19840, "output_tokens": 121}, "stderr_preview": "2026-05-04T08:14:42.969934Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:45.403083Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"campaign\\\";\",\"notes\":\"Used the required template with bound roles group_col=\\\"campaign\\\" and measure_col=\\\"campaign\\\". Casted \\\"campaign\\\" to REAL for AVG because the SQLite schema stores columns as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9aa5821a33bc9468c49730d8a838fd6c56530cdd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1bfda6ac03bc641/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a1bfda6ac03bc641", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 19840, + "output_tokens": 121, + "total_tokens": 22763, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2658, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14901.62, + "sql_execution_elapsed_ms_total": 31.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_a1bfda6ac03bc641\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b99565a1a30edd59bd7fd7cba221429145dc24a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9121, "bytes_utf8": 9121, "lines": 298, "estimated_tokens": 2564}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22655, "cached_input_tokens": 21888, "output_tokens": 248}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..625dc43fd051990fb545e134e5c8e52ceb762fcd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a1e16842fd973c98", + "api_calls": 0, + "input_tokens": 22655, + "cached_input_tokens": 21888, + "output_tokens": 248, + "total_tokens": 22903, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2564, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2686, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15254.65, + "sql_execution_elapsed_ms_total": 106.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_a1e16842fd973c98\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e56ace51288e65f48d19bc63c1a08a8fbe6c122e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:50:13.735767+00:00", + "ended_at": "2026-05-04T08:50:28.991694+00:00", + "elapsed_ms": 15254.65, + "prompt_metrics": { + "chars": 9121, + "bytes_utf8": 9121, + "lines": 298, + "estimated_tokens": 2564 + }, + "stdout_metrics": { + "chars": 781, + "bytes_utf8": 781, + "lines": 4, + "estimated_tokens": 237 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13168 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 448, + "bytes_utf8": 448, + "lines": 1, + "estimated_tokens": 122 + }, + "usage": { + "input_tokens": 22655, + "cached_input_tokens": 21888, + "output_tokens": 248 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..efebb7de9ec114be2bbcf11c8dcbb99226423d9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "age", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2875561a184c67967c931add4ed8f3e3cdbc2893 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22e-4d0c-75a1-9db1-e619abf6dfb8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"age\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"age\\\" AS INTEGER) DESC) AS tail_bucket\\n FROM \\\"m8\\\"\\n)\\nSELECT \\\"age\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"age\\\" AS INTEGER) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"age\\\" and num_tiles=10. CAST is used because the schema stores \\\"age\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22655,"cached_input_tokens":21888,"output_tokens":248}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a0601bc2cf29095c434572ed8283b61387da834 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"age\",\n NTILE(10) OVER (ORDER BY CAST(\"age\" AS INTEGER) DESC) AS tail_bucket\n FROM \"m8\"\n)\nSELECT \"age\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"age\" AS INTEGER) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"age\" and num_tiles=10. CAST is used because the schema stores \"age\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..655ce5012061c42e534d4fc4ffdc427feef1d82c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:50:13.985526Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:50:16.274953Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:50:28.299223Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e2554f0efbd905491bb0b66db09c70ac1b8b279 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age. +Result preview: [{"age": "95"}, {"age": "95"}, {"age": "94"}, {"age": "93"}, {"age": "93"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb6e04bc9e926773da2cd365edc293548a57b349 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m8_a1e16842fd973c98 +-- problem_id: v2p_m8_d7fc38d21d264601 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "age", + NTILE(10) OVER (ORDER BY CAST("age" AS INTEGER) DESC) AS tail_bucket + FROM "m8" +) +SELECT "age" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("age" AS INTEGER) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d77bc6c3ee06b13f20f58e629cce68a1dcbfb4ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"age\",\n NTILE(10) OVER (ORDER BY CAST(\"age\" AS INTEGER) DESC) AS tail_bucket\n FROM \"m8\"\n)\nSELECT \"age\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"age\" AS INTEGER) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"age\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"age\\\" AS INTEGER) DESC) AS tail_bucket\\n FROM \\\"m8\\\"\\n)\\nSELECT \\\"age\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"age\\\" AS INTEGER) DESC;\", \"columns\": [\"age\"], \"rows\": [{\"age\": \"95\"}, {\"age\": \"95\"}, {\"age\": \"94\"}, {\"age\": \"93\"}, {\"age\": \"93\"}, {\"age\": \"92\"}, {\"age\": \"92\"}, {\"age\": \"90\"}, {\"age\": \"90\"}, {\"age\": \"89\"}, {\"age\": \"89\"}, {\"age\": \"89\"}, {\"age\": \"88\"}, {\"age\": \"88\"}, {\"age\": \"87\"}, {\"age\": \"87\"}, {\"age\": \"87\"}, {\"age\": \"87\"}, {\"age\": \"86\"}, {\"age\": \"86\"}, {\"age\": \"86\"}, {\"age\": \"86\"}, {\"age\": \"86\"}, {\"age\": \"86\"}, {\"age\": \"86\"}, {\"age\": \"86\"}, {\"age\": \"86\"}, {\"age\": \"85\"}, {\"age\": \"85\"}, {\"age\": \"85\"}, {\"age\": \"85\"}, {\"age\": \"85\"}, {\"age\": \"84\"}, {\"age\": \"84\"}, {\"age\": \"84\"}, {\"age\": \"84\"}, {\"age\": \"84\"}, {\"age\": \"84\"}, {\"age\": \"84\"}, {\"age\": \"84\"}, {\"age\": \"84\"}, {\"age\": \"83\"}, {\"age\": \"83\"}, {\"age\": \"83\"}, {\"age\": \"83\"}, {\"age\": \"83\"}, {\"age\": \"83\"}, {\"age\": \"83\"}, {\"age\": \"83\"}, {\"age\": \"83\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 106.86}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a28d60417256e470d34c160c6049ab673e8cf3fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:50:13.723131+00:00", + "ended_at": "2026-05-04T08:50:29.132519+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_a1e16842fd973c98", + "problem_id": "v2p_m8_d7fc38d21d264601", + "dataset_id": "m8", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age.", + "bindings": { + "measure_col": "age", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_a1e16842fd973c98.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a1e16842fd973c98", + "api_calls": 0, + "input_tokens": 22655, + "cached_input_tokens": 21888, + "output_tokens": 248, + "total_tokens": 22903, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2564, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2686, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15254.65, + "sql_execution_elapsed_ms_total": 106.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_a1e16842fd973c98\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c17059040bb5e954ed1797f1080a1d4ac8342bf8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a1e16842fd973c98/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:50:29.012457+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15254.65, "started_at": "2026-05-04T08:50:13.735767+00:00", "ended_at": "2026-05-04T08:50:28.991694+00:00", "prompt_metrics": {"chars": 9121, "bytes_utf8": 9121, "lines": 298, "estimated_tokens": 2564}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22655, "cached_input_tokens": 21888, "output_tokens": 248}, "stderr_preview": "2026-05-04T08:50:13.985526Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:50:16.274953Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e7e9e864aba65d8cae2dc9bed173c412a644a1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_a3ce9eb574e13151\n-- problem_id: v2p_m8_9b29ad75406bc5fe\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"campaign\",\n COUNT(*) AS support,\n AVG(\"balance\") AS avg_response\nFROM \"m8\"\nGROUP BY \"campaign\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_a3ce9eb574e13151\\n-- problem_id: v2p_m8_9b29ad75406bc5fe\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"campaign\\\",\\n COUNT(*) AS support,\\n AVG(\\\"balance\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"campaign\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"campaign\", \"support\", \"avg_response\"], \"rows\": [{\"campaign\": \"1\", \"support\": 17544, \"avg_response\": 1415.06064751482}, {\"campaign\": \"2\", \"support\": 12505, \"avg_response\": 1365.0083966413436}, {\"campaign\": \"3\", \"support\": 5521, \"avg_response\": 1350.6163738453179}, {\"campaign\": \"4\", \"support\": 3522, \"avg_response\": 1249.4355479841}, {\"campaign\": \"5\", \"support\": 1764, \"avg_response\": 1234.3718820861677}, {\"campaign\": \"6\", \"support\": 1291, \"avg_response\": 1313.9054996127034}, {\"campaign\": \"7\", \"support\": 735, \"avg_response\": 1382.9836734693877}, {\"campaign\": \"8\", \"support\": 540, \"avg_response\": 1303.9814814814815}, {\"campaign\": \"9\", \"support\": 327, \"avg_response\": 1671.3180428134556}, {\"campaign\": \"10\", \"support\": 266, \"avg_response\": 1227.345864661654}, {\"campaign\": \"11\", \"support\": 201, \"avg_response\": 1338.7860696517414}, {\"campaign\": \"12\", \"support\": 155, \"avg_response\": 1108.1225806451612}, {\"campaign\": \"13\", \"support\": 133, \"avg_response\": 1011.3834586466165}, {\"campaign\": \"14\", \"support\": 93, \"avg_response\": 1197.967741935484}, {\"campaign\": \"15\", \"support\": 84, \"avg_response\": 810.1071428571429}, {\"campaign\": \"16\", \"support\": 79, \"avg_response\": 883.6708860759494}, {\"campaign\": \"17\", \"support\": 69, \"avg_response\": 1121.8115942028985}, {\"campaign\": \"18\", \"support\": 51, \"avg_response\": 1616.4705882352941}, {\"campaign\": \"19\", \"support\": 44, \"avg_response\": 1147.590909090909}, {\"campaign\": \"20\", \"support\": 43, \"avg_response\": 1722.139534883721}, {\"campaign\": \"21\", \"support\": 35, \"avg_response\": 1071.7142857142858}, {\"campaign\": \"22\", \"support\": 23, \"avg_response\": 536.695652173913}, {\"campaign\": \"25\", \"support\": 22, \"avg_response\": 2083.818181818182}, {\"campaign\": \"23\", \"support\": 22, \"avg_response\": 1070.1363636363637}, {\"campaign\": \"24\", \"support\": 20, \"avg_response\": 362.55}, {\"campaign\": \"29\", \"support\": 16, \"avg_response\": 1054.0}, {\"campaign\": \"28\", \"support\": 16, \"avg_response\": 467.3125}, {\"campaign\": \"26\", \"support\": 13, \"avg_response\": 312.84615384615387}, {\"campaign\": \"31\", \"support\": 12, \"avg_response\": 3871.1666666666665}, {\"campaign\": \"27\", \"support\": 10, \"avg_response\": 1314.7}, {\"campaign\": \"32\", \"support\": 9, \"avg_response\": 691.6666666666666}, {\"campaign\": \"30\", \"support\": 8, \"avg_response\": 1199.625}, {\"campaign\": \"33\", \"support\": 6, \"avg_response\": 772.5}, {\"campaign\": \"34\", \"support\": 5, \"avg_response\": 82.8}], \"row_count_returned\": 34, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.85}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b2a06bc3e628c17c41b4faefe2fe3c5a330a82b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.756622+00:00", + "ended_at": "2026-05-04T08:57:11.793158+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_a3ce9eb574e13151", + "problem_id": "v2p_m8_9b29ad75406bc5fe", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=balance, key_col=campaign.", + "bindings": { + "key_col": "campaign", + "measure_col": "balance", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=14", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 14, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_a3ce9eb574e13151.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d924b41b63d6016b8ab3d5cb9e8b609b18823dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9095, "bytes_utf8": 9095, "lines": 300, "estimated_tokens": 2553}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 126}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..78722cfbaa4e33169002889ff0f31dd17093501d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a4118201cd2bc44c", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 126, + "total_tokens": 22768, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13958.26, + "sql_execution_elapsed_ms_total": 50.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_a4118201cd2bc44c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0d82cb6cb8037ba2bd39ba5bd610d251cfb4ab25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:17:05.972778+00:00", + "ended_at": "2026-05-04T08:17:19.931128+00:00", + "elapsed_ms": 13958.26, + "prompt_metrics": { + "chars": 9095, + "bytes_utf8": 9095, + "lines": 300, + "estimated_tokens": 2553 + }, + "stdout_metrics": { + "chars": 753, + "bytes_utf8": 753, + "lines": 4, + "estimated_tokens": 220 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13212 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 420, + "bytes_utf8": 420, + "lines": 1, + "estimated_tokens": 110 + }, + "usage": { + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 126 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d89d52fe88f94d99eb1f7dbcd0dd7f610fea7a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=job, measure_col=duration.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "job", + "measure_col": "duration", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c837edfae6ee96bfc3c92865769dcca11471db35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-f83f-7d73-b851-9393d75551b0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"job\\\", AVG(CAST(\\\"duration\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"job\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"job\\\", measure_col=\\\"duration\\\", and min_group_size=5. Cast \\\"duration\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":21888,"output_tokens":126}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..511bafcefee7907f12bf1123c026f2a8fb814b62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"job\", AVG(CAST(\"duration\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"job\"\nHAVING COUNT(*) > 5\nORDER BY \"job\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"job\", measure_col=\"duration\", and min_group_size=5. Cast \"duration\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3496b110f082333d31adf4deaa01ac2b20fd286e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:06.165542Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:08.579012Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:19.151729Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4624c64bf6a2539d089292306a0f1bfc0757f76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=job, measure_col=duration. +Result preview: [{"job": "admin.", "avg_measure": 246.89673177335138, "support": 5171}, {"job": "blue-collar", "avg_measure": 262.90156185778875, "support": 9732}, {"job": "entrepreneur", "avg_measure": 256.3093476798924, "support": 1487}, {"job": "housemaid", "avg_measure": 245.825, "support": 1240}, {"job": "management", "avg_measure": 253.99577077606259, "support": 9458}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b283ec52a8804e3e15d783f46d503fe0976e6ace --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_a4118201cd2bc44c +-- problem_id: v2p_m8_df1e86c3ff84f3fb +-- realization_mode: agent +-- source_kind: agent +SELECT "job", AVG(CAST("duration" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "job" +HAVING COUNT(*) > 5 +ORDER BY "job"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0fd3a1859a832fb348ea44a46575db7508661eb8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"job\", AVG(CAST(\"duration\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"job\"\nHAVING COUNT(*) > 5\nORDER BY \"job\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"job\\\", AVG(CAST(\\\"duration\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"job\\\";\", \"columns\": [\"job\", \"avg_measure\", \"support\"], \"rows\": [{\"job\": \"admin.\", \"avg_measure\": 246.89673177335138, \"support\": 5171}, {\"job\": \"blue-collar\", \"avg_measure\": 262.90156185778875, \"support\": 9732}, {\"job\": \"entrepreneur\", \"avg_measure\": 256.3093476798924, \"support\": 1487}, {\"job\": \"housemaid\", \"avg_measure\": 245.825, \"support\": 1240}, {\"job\": \"management\", \"avg_measure\": 253.99577077606259, \"support\": 9458}, {\"job\": \"retired\", \"avg_measure\": 287.3613074204947, \"support\": 2264}, {\"job\": \"self-employed\", \"avg_measure\": 268.1570614312856, \"support\": 1579}, {\"job\": \"services\", \"avg_measure\": 259.31872893596534, \"support\": 4154}, {\"job\": \"student\", \"avg_measure\": 246.65671641791045, \"support\": 938}, {\"job\": \"technician\", \"avg_measure\": 252.90496248519153, \"support\": 7597}, {\"job\": \"unemployed\", \"avg_measure\": 288.5433614735226, \"support\": 1303}, {\"job\": \"unknown\", \"avg_measure\": 237.61111111111111, \"support\": 288}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 50.87}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2d532ce14d9a98408f7ceac637644da0c55b14a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:17:05.963689+00:00", + "ended_at": "2026-05-04T08:17:20.007526+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_a4118201cd2bc44c", + "problem_id": "v2p_m8_df1e86c3ff84f3fb", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=job, measure_col=duration.", + "bindings": { + "group_col": "job", + "measure_col": "duration", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_a4118201cd2bc44c.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a4118201cd2bc44c", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 126, + "total_tokens": 22768, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13958.26, + "sql_execution_elapsed_ms_total": 50.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_a4118201cd2bc44c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a99309814b75dbeef3754f618118519c0be1647 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:19.948863+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13958.26, "started_at": "2026-05-04T08:17:05.972778+00:00", "ended_at": "2026-05-04T08:17:19.931128+00:00", "prompt_metrics": {"chars": 9095, "bytes_utf8": 9095, "lines": 300, "estimated_tokens": 2553}, "response_metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 126}, "stderr_preview": "2026-05-04T08:17:06.165542Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:08.579012Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"job\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"job\\\", measure_col=\\\"duration\\\", and min_group_size=5. Cast \\\"duration\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..641acf340da9ec5bdec381c4425e220c44339328 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a4118201cd2bc44c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a4118201cd2bc44c", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 126, + "total_tokens": 22768, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13958.26, + "sql_execution_elapsed_ms_total": 50.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_a4118201cd2bc44c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e5d6504325a79efd4cdd2d71cbe7d4e56a02b5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9255, "bytes_utf8": 9255, "lines": 304, "estimated_tokens": 2603}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22694, "cached_input_tokens": 19840, "output_tokens": 146}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fbe7384be70a3949b2248fe8102cf4b32e1eea86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a51baef1f64ad1e5", + "api_calls": 0, + "input_tokens": 22694, + "cached_input_tokens": 19840, + "output_tokens": 146, + "total_tokens": 22840, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2603, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2711, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11376.49, + "sql_execution_elapsed_ms_total": 32.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_a51baef1f64ad1e5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..06c070664b26c914e31ba8eb54af884aa8534889 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:26:22.520542+00:00", + "ended_at": "2026-05-04T08:26:33.896794+00:00", + "elapsed_ms": 11376.49, + "prompt_metrics": { + "chars": 9255, + "bytes_utf8": 9255, + "lines": 304, + "estimated_tokens": 2603 + }, + "stdout_metrics": { + "chars": 753, + "bytes_utf8": 753, + "lines": 4, + "estimated_tokens": 219 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13225 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 416, + "bytes_utf8": 416, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 22694, + "cached_input_tokens": 19840, + "output_tokens": 146 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbab88d341e7ac2a0658cc03cb2f330603710119 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=loan.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "housing", + "group_col_2": "loan", + "predicate_col": "day", + "predicate_op": ">=", + "predicate_value": 21.0, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8e1e95af437a182edf1dd9e89291ce011c10d82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df218-7659-7e52-9abc-f64e929322d9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"housing\\\", \\\"loan\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"day\\\" AS REAL) >= 21.0\\nGROUP BY \\\"housing\\\", \\\"loan\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"housing\\\", group_col_2=\\\"loan\\\", and a numeric cast on \\\"day\\\" because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22694,"cached_input_tokens":19840,"output_tokens":146}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67305330bc4cad5690d00e926fded6a8d3cc69e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"housing\", \"loan\", COUNT(*) AS row_count\nFROM \"m8\"\nWHERE CAST(\"day\" AS REAL) >= 21.0\nGROUP BY \"housing\", \"loan\"\nORDER BY row_count DESC;","notes":"Used the provided filtered two-dimensional group count template with group_col=\"housing\", group_col_2=\"loan\", and a numeric cast on \"day\" because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d657f0174b81b6cb368331368827183f94fc6af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:26:22.750681Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:26:25.218996Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:26:32.972346Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b755b7753d9f7962dbf9356df926c0066b2cd8d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=loan. +Result preview: [{"housing": "no", "loan": "no", "row_count": 5530}, {"housing": "yes", "loan": "no", "row_count": 5313}, {"housing": "yes", "loan": "yes", "row_count": 1270}, {"housing": "no", "loan": "yes", "row_count": 984}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..600e596a7aaf70cf2a17b7dce6de350a4bb8c449 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m8_a51baef1f64ad1e5 +-- problem_id: v2p_m8_09abff264d20c2db +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "loan", COUNT(*) AS row_count +FROM "m8" +WHERE CAST("day" AS REAL) >= 21.0 +GROUP BY "housing", "loan" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da75db068e362dc0a94bae5c1809aecc66ec4f05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"housing\", \"loan\", COUNT(*) AS row_count\nFROM \"m8\"\nWHERE CAST(\"day\" AS REAL) >= 21.0\nGROUP BY \"housing\", \"loan\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"housing\\\", \\\"loan\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"day\\\" AS REAL) >= 21.0\\nGROUP BY \\\"housing\\\", \\\"loan\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"housing\", \"loan\", \"row_count\"], \"rows\": [{\"housing\": \"no\", \"loan\": \"no\", \"row_count\": 5530}, {\"housing\": \"yes\", \"loan\": \"no\", \"row_count\": 5313}, {\"housing\": \"yes\", \"loan\": \"yes\", \"row_count\": 1270}, {\"housing\": \"no\", \"loan\": \"yes\", \"row_count\": 984}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 32.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6f8011957bb4fdb16793ddec822bef4efc7607ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:26:22.512009+00:00", + "ended_at": "2026-05-04T08:26:33.963942+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_a51baef1f64ad1e5", + "problem_id": "v2p_m8_09abff264d20c2db", + "dataset_id": "m8", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=loan.", + "bindings": { + "group_col": "housing", + "group_col_2": "loan", + "predicate_col": "day", + "predicate_op": ">=", + "predicate_value": 21.0, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_a51baef1f64ad1e5.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a51baef1f64ad1e5", + "api_calls": 0, + "input_tokens": 22694, + "cached_input_tokens": 19840, + "output_tokens": 146, + "total_tokens": 22840, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2603, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2711, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11376.49, + "sql_execution_elapsed_ms_total": 32.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_a51baef1f64ad1e5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6fb2a994f400d9555ab490d892cbdd175392d94d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:26:33.919464+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11376.49, "started_at": "2026-05-04T08:26:22.520542+00:00", "ended_at": "2026-05-04T08:26:33.896794+00:00", "prompt_metrics": {"chars": 9255, "bytes_utf8": 9255, "lines": 304, "estimated_tokens": 2603}, "response_metrics": {"chars": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22694, "cached_input_tokens": 19840, "output_tokens": 146}, "stderr_preview": "2026-05-04T08:26:22.750681Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:26:25.218996Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 21.0\\nGROUP BY \\\"housing\\\", \\\"loan\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"housing\\\", group_col_2=\\\"loan\\\", and a numeric cast on \\\"day\\\" because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d416f828ee30491f56bb378b94c872d73866fc06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a51baef1f64ad1e5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a51baef1f64ad1e5", + "api_calls": 0, + "input_tokens": 22694, + "cached_input_tokens": 19840, + "output_tokens": 146, + "total_tokens": 22840, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2603, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2711, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11376.49, + "sql_execution_elapsed_ms_total": 32.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_a51baef1f64ad1e5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d015eb9629ccb416b0b8ad4f7d06a22a4838f0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"campaign": "1", "support": 17544, "avg_response": 261.05363657090743}, {"campaign": "2", "support": 12505, "avg_response": 275.3260295881647}, {"campaign": "3", "support": 5521, "avg_response": 271.6388335446477}, {"campaign": "4", "support": 3522, "avg_response": 253.19449176604203}, {"campaign": "5", "support": 1764, "avg_response": 230.55102040816325}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d394990deefff7abac4477e5d22b5529f27a9e86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_a613f6e74733f6fd +-- problem_id: v2p_m8_0f94ff5ae9a6d77d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "campaign", + COUNT(*) AS support, + AVG("duration") AS avg_response +FROM "m8" +GROUP BY "campaign" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c8662c798256e056640586310fb81a4e4151136 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_a613f6e74733f6fd\n-- problem_id: v2p_m8_0f94ff5ae9a6d77d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"campaign\",\n COUNT(*) AS support,\n AVG(\"duration\") AS avg_response\nFROM \"m8\"\nGROUP BY \"campaign\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_a613f6e74733f6fd\\n-- problem_id: v2p_m8_0f94ff5ae9a6d77d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"campaign\\\",\\n COUNT(*) AS support,\\n AVG(\\\"duration\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"campaign\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"campaign\", \"support\", \"avg_response\"], \"rows\": [{\"campaign\": \"1\", \"support\": 17544, \"avg_response\": 261.05363657090743}, {\"campaign\": \"2\", \"support\": 12505, \"avg_response\": 275.3260295881647}, {\"campaign\": \"3\", \"support\": 5521, \"avg_response\": 271.6388335446477}, {\"campaign\": \"4\", \"support\": 3522, \"avg_response\": 253.19449176604203}, {\"campaign\": \"5\", \"support\": 1764, \"avg_response\": 230.55102040816325}, {\"campaign\": \"6\", \"support\": 1291, \"avg_response\": 217.08365608055772}, {\"campaign\": \"7\", \"support\": 735, \"avg_response\": 213.3496598639456}, {\"campaign\": \"8\", \"support\": 540, \"avg_response\": 194.32592592592593}, {\"campaign\": \"9\", \"support\": 327, \"avg_response\": 220.03058103975536}, {\"campaign\": \"10\", \"support\": 266, \"avg_response\": 189.15037593984962}, {\"campaign\": \"11\", \"support\": 201, \"avg_response\": 201.97512437810946}, {\"campaign\": \"12\", \"support\": 155, \"avg_response\": 197.5741935483871}, {\"campaign\": \"13\", \"support\": 133, \"avg_response\": 188.35338345864662}, {\"campaign\": \"14\", \"support\": 93, \"avg_response\": 156.13978494623655}, {\"campaign\": \"15\", \"support\": 84, \"avg_response\": 155.1904761904762}, {\"campaign\": \"16\", \"support\": 79, \"avg_response\": 144.68354430379748}, {\"campaign\": \"17\", \"support\": 69, \"avg_response\": 194.6086956521739}, {\"campaign\": \"18\", \"support\": 51, \"avg_response\": 91.47058823529412}, {\"campaign\": \"19\", \"support\": 44, \"avg_response\": 114.5}, {\"campaign\": \"20\", \"support\": 43, \"avg_response\": 104.83720930232558}, {\"campaign\": \"21\", \"support\": 35, \"avg_response\": 97.37142857142857}, {\"campaign\": \"22\", \"support\": 23, \"avg_response\": 96.78260869565217}, {\"campaign\": \"25\", \"support\": 22, \"avg_response\": 99.9090909090909}, {\"campaign\": \"23\", \"support\": 22, \"avg_response\": 86.18181818181819}, {\"campaign\": \"24\", \"support\": 20, \"avg_response\": 168.7}, {\"campaign\": \"29\", \"support\": 16, \"avg_response\": 121.9375}, {\"campaign\": \"28\", \"support\": 16, \"avg_response\": 101.0}, {\"campaign\": \"26\", \"support\": 13, \"avg_response\": 52.76923076923077}, {\"campaign\": \"31\", \"support\": 12, \"avg_response\": 93.08333333333333}, {\"campaign\": \"27\", \"support\": 10, \"avg_response\": 89.2}, {\"campaign\": \"32\", \"support\": 9, \"avg_response\": 148.55555555555554}, {\"campaign\": \"30\", \"support\": 8, \"avg_response\": 29.375}, {\"campaign\": \"33\", \"support\": 6, \"avg_response\": 36.166666666666664}, {\"campaign\": \"34\", \"support\": 5, \"avg_response\": 40.4}], \"row_count_returned\": 34, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.62}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5b252e34c395192d454aa23da2111344fd7174ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.833135+00:00", + "ended_at": "2026-05-04T08:57:11.868071+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_a613f6e74733f6fd", + "problem_id": "v2p_m8_0f94ff5ae9a6d77d", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=duration, key_col=campaign.", + "bindings": { + "key_col": "campaign", + "measure_col": "duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=16", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 16, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_a613f6e74733f6fd.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f88b608d333939bfb442d176fed49f83a7b067ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9134, "bytes_utf8": 9134, "lines": 300, "estimated_tokens": 2547}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1050, "bytes_utf8": 1050, "lines": 1, "estimated_tokens": 308}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 385}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 10064, "bytes_utf8": 10064, "lines": 304, "estimated_tokens": 2827}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 757, "bytes_utf8": 757, "lines": 1, "estimated_tokens": 207}, "usage": {"input_tokens": 22918, "cached_input_tokens": 22400, "output_tokens": 533}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5fc6f7dc0ff2099b9a0579f3de14a7e639a8045b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a63bf380bfda795c", + "api_calls": 0, + "input_tokens": 45556, + "cached_input_tokens": 44288, + "output_tokens": 918, + "total_tokens": 46474, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5374, + "estimated_output_tokens": 515, + "estimated_total_tokens": 5889, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35330.89, + "sql_execution_elapsed_ms_total": 184.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_a63bf380bfda795c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..477a0bebcc48338aebcc6d326bf76472a5fc2014 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:44:11.354309+00:00", + "ended_at": "2026-05-04T08:44:28.366726+00:00", + "elapsed_ms": 17012.5, + "prompt_metrics": { + "chars": 9134, + "bytes_utf8": 9134, + "lines": 300, + "estimated_tokens": 2547 + }, + "stdout_metrics": { + "chars": 1495, + "bytes_utf8": 1495, + "lines": 4, + "estimated_tokens": 490 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13198 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1050, + "bytes_utf8": 1050, + "lines": 1, + "estimated_tokens": 308 + }, + "usage": { + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 385 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_attempt_2.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9b1b91047191bfbb8e99f79f55c6a3af914c746f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:44:28.387646+00:00", + "ended_at": "2026-05-04T08:44:46.704004+00:00", + "elapsed_ms": 18318.39, + "prompt_metrics": { + "chars": 10064, + "bytes_utf8": 10064, + "lines": 304, + "estimated_tokens": 2827 + }, + "stdout_metrics": { + "chars": 1143, + "bytes_utf8": 1143, + "lines": 4, + "estimated_tokens": 349 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13185 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 757, + "bytes_utf8": 757, + "lines": 1, + "estimated_tokens": 207 + }, + "usage": { + "input_tokens": 22918, + "cached_input_tokens": 22400, + "output_tokens": 533 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b4bbd1276c25e43160551c4e320b0bad1a1904c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=month, measure_col=balance.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "month", + "measure_col": "balance", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb7f28e80dabdc41894eefa6a569ae7d2068e86e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=month, measure_col=balance.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "month", + "measure_col": "balance", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"month\",\n CAST(\"balance\" AS REAL) AS \"balance_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"month\"\n ORDER BY CAST(\"balance\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"month\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"balance\" IS NOT NULL\n),\n\"target_rows\" AS (\n SELECT\n \"month\",\n \"balance_value\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n r.\"month\",\n r.\"balance_value\" AS \"percentile_measure\"\nFROM \"ranked\" AS r\nJOIN \"target_rows\" AS t\n ON r.\"month\" = t.\"month\"\n AND r.\"rn\" = t.\"target_rn\"\nGROUP BY r.\"month\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fadc850d75a881da211c4dfbc738b2c7d2091458 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df228-c582-7951-884d-ce7c13bc78be"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"month\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"month\\\"\\n ORDER BY CAST(\\\"balance\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"month\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"balance\\\" IS NOT NULL\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"month\\\",\\n \\\"balance_value\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n r.\\\"month\\\",\\n r.\\\"balance_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target_rows\\\" AS t\\n ON r.\\\"month\\\" = t.\\\"month\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nGROUP BY r.\\\"month\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this approximates the 95th percentile per month using the smallest value at rank CEIL(0.95 * group_size). Identifiers are double-quoted and the numeric measure is handled with CAST(\\\"balance\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":21888,"output_tokens":385}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e74fe9f1678d4e2ecc8dd10234c55ce21edd40f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"month\",\n CAST(\"balance\" AS REAL) AS \"balance_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"month\"\n ORDER BY CAST(\"balance\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"month\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"balance\" IS NOT NULL\n),\n\"target_rows\" AS (\n SELECT\n \"month\",\n \"balance_value\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n r.\"month\",\n r.\"balance_value\" AS \"percentile_measure\"\nFROM \"ranked\" AS r\nJOIN \"target_rows\" AS t\n ON r.\"month\" = t.\"month\"\n AND r.\"rn\" = t.\"target_rn\"\nGROUP BY r.\"month\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this approximates the 95th percentile per month using the smallest value at rank CEIL(0.95 * group_size). Identifiers are double-quoted and the numeric measure is handled with CAST(\"balance\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae8ae0a463e75fe08993b7d9a2bccd982199051b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df229-07e5-7002-b47e-9a567281a65f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"month\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"month\\\"\\n ORDER BY CAST(\\\"balance\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"month\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"balance\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"month\\\",\\n \\\"balance_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired for SQLite by replacing unsupported PERCENTILE_CONT and CEIL with a window-function approach that selects the 95th-percentile point within each month using integer arithmetic.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22918,"cached_input_tokens":22400,"output_tokens":533}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f82fe13e78bee478a9b8e2964b19d256e73d7101 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"month\",\n CAST(\"balance\" AS REAL) AS \"balance_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"month\"\n ORDER BY CAST(\"balance\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"month\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"balance\" IS NOT NULL\n)\nSELECT\n \"month\",\n \"balance_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;","notes":"Repaired for SQLite by replacing unsupported PERCENTILE_CONT and CEIL with a window-function approach that selects the 95th-percentile point within each month using integer arithmetic."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ecde640d5d5edd4917c0ae515f52ae18cd6ccb8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:44:11.572265Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:44:13.956019Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:44:27.383373Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddf273f3167792998a379b4500472c3242713f11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:44:28.624063Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:44:31.195279Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:44:45.792354Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..848604906449f1f7573d6e4cafb68da6941b89eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=month, measure_col=balance. +Result preview: [{"month": "nov", "percentile_measure": 9634.0}, {"month": "oct", "percentile_measure": 8749.0}, {"month": "dec", "percentile_measure": 8626.0}, {"month": "mar", "percentile_measure": 7968.0}, {"month": "sep", "percentile_measure": 6850.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..23342f0f01beac5c37fa5ddc4d65fcdb5a0be104 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_a63bf380bfda795c +-- problem_id: v2p_m8_6c6f5fd4564401da +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "month", + CAST("balance" AS REAL) AS "balance_value", + ROW_NUMBER() OVER ( + PARTITION BY "month" + ORDER BY CAST("balance" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "month") AS "cnt" + FROM "m8" + WHERE "balance" IS NOT NULL +), +"target_rows" AS ( + SELECT + "month", + "balance_value", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + r."month", + r."balance_value" AS "percentile_measure" +FROM "ranked" AS r +JOIN "target_rows" AS t + ON r."month" = t."month" + AND r."rn" = t."target_rn" +GROUP BY r."month" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5fb271cde524165020a9d5101ae14f11e3b51f63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"month\",\n CAST(\"balance\" AS REAL) AS \"balance_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"month\"\n ORDER BY CAST(\"balance\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"month\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"balance\" IS NOT NULL\n)\nSELECT\n \"month\",\n \"balance_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"month\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"month\\\"\\n ORDER BY CAST(\\\"balance\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"month\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"balance\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"month\\\",\\n \\\"balance_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"month\", \"percentile_measure\"], \"rows\": [{\"month\": \"nov\", \"percentile_measure\": 9634.0}, {\"month\": \"oct\", \"percentile_measure\": 8749.0}, {\"month\": \"dec\", \"percentile_measure\": 8626.0}, {\"month\": \"mar\", \"percentile_measure\": 7968.0}, {\"month\": \"sep\", \"percentile_measure\": 6850.0}, {\"month\": \"jun\", \"percentile_measure\": 6250.0}, {\"month\": \"aug\", \"percentile_measure\": 6134.0}, {\"month\": \"apr\", \"percentile_measure\": 5802.0}, {\"month\": \"feb\", \"percentile_measure\": 5473.0}, {\"month\": \"may\", \"percentile_measure\": 4665.0}, {\"month\": \"jul\", \"percentile_measure\": 4149.0}, {\"month\": \"jan\", \"percentile_measure\": 3904.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 184.82}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8ee6d7692c8692e2fafb8d069169cb34cbf4eca0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:44:11.346139+00:00", + "ended_at": "2026-05-04T08:44:46.922688+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_a63bf380bfda795c", + "problem_id": "v2p_m8_6c6f5fd4564401da", + "dataset_id": "m8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=month, measure_col=balance.", + "bindings": { + "group_col": "month", + "measure_col": "balance", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_a63bf380bfda795c.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a63bf380bfda795c", + "api_calls": 0, + "input_tokens": 45556, + "cached_input_tokens": 44288, + "output_tokens": 918, + "total_tokens": 46474, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5374, + "estimated_output_tokens": 515, + "estimated_total_tokens": 5889, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35330.89, + "sql_execution_elapsed_ms_total": 184.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_a63bf380bfda795c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f50c46ec05801831854c9b74a18fe1b69e7f0be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a63bf380bfda795c/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:44:28.384490+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17012.5, "started_at": "2026-05-04T08:44:11.354309+00:00", "ended_at": "2026-05-04T08:44:28.366726+00:00", "prompt_metrics": {"chars": 9134, "bytes_utf8": 9134, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 1050, "bytes_utf8": 1050, "lines": 1, "estimated_tokens": 308}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 385}, "stderr_preview": "2026-05-04T08:44:11.572265Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:44:13.956019Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=job, measure_col=duration.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "job", + "measure_col": "duration", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 254.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bbea45394afd6bbe0c678990055cc257d0b6d25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-2f16-75c1-8967-5cec0986d50e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"job\\\", AVG(CAST(\\\"duration\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"job\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"job\\\" and measure_col=\\\"duration\\\". Cast \\\"duration\\\" from TEXT to REAL for a valid SQLite average.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22641,"cached_input_tokens":21888,"output_tokens":121}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b9300672deea390e7d657661ecfb17a40b34ce8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"job\", AVG(CAST(\"duration\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"job\"\nHAVING COUNT(*) > 5\nORDER BY \"job\";","notes":"Used the provided Support-Guarded Group Average template with group_col=\"job\" and measure_col=\"duration\". Cast \"duration\" from TEXT to REAL for a valid SQLite average."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58f3804c5a597dd80d4d8c638da127138ca7930c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:20.215139Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:22.659264Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:31.995716Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ceec11084f340cb9a5bb8dc417d9389f9fa5eb33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=job, measure_col=duration. +Result preview: [{"job": "admin.", "avg_measure": 246.89673177335138, "support": 5171}, {"job": "blue-collar", "avg_measure": 262.90156185778875, "support": 9732}, {"job": "entrepreneur", "avg_measure": 256.3093476798924, "support": 1487}, {"job": "housemaid", "avg_measure": 245.825, "support": 1240}, {"job": "management", "avg_measure": 253.99577077606259, "support": 9458}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..98f2f956c5fda76247429bcb383b3ed1ec70205f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_a75302cde5c31ab2 +-- problem_id: v2p_m8_89ca7395a8813272 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", AVG(CAST("duration" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "job" +HAVING COUNT(*) > 5 +ORDER BY "job"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f510ecfa95425a24dd0f0017b27e2d2951f6c6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"job\", AVG(CAST(\"duration\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"job\"\nHAVING COUNT(*) > 5\nORDER BY \"job\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"job\\\", AVG(CAST(\\\"duration\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"job\\\";\", \"columns\": [\"job\", \"avg_measure\", \"support\"], \"rows\": [{\"job\": \"admin.\", \"avg_measure\": 246.89673177335138, \"support\": 5171}, {\"job\": \"blue-collar\", \"avg_measure\": 262.90156185778875, \"support\": 9732}, {\"job\": \"entrepreneur\", \"avg_measure\": 256.3093476798924, \"support\": 1487}, {\"job\": \"housemaid\", \"avg_measure\": 245.825, \"support\": 1240}, {\"job\": \"management\", \"avg_measure\": 253.99577077606259, \"support\": 9458}, {\"job\": \"retired\", \"avg_measure\": 287.3613074204947, \"support\": 2264}, {\"job\": \"self-employed\", \"avg_measure\": 268.1570614312856, \"support\": 1579}, {\"job\": \"services\", \"avg_measure\": 259.31872893596534, \"support\": 4154}, {\"job\": \"student\", \"avg_measure\": 246.65671641791045, \"support\": 938}, {\"job\": \"technician\", \"avg_measure\": 252.90496248519153, \"support\": 7597}, {\"job\": \"unemployed\", \"avg_measure\": 288.5433614735226, \"support\": 1303}, {\"job\": \"unknown\", \"avg_measure\": 237.61111111111111, \"support\": 288}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 36.52}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..67072155c939ebb54f61b92669de5c0b703101b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:17:20.010001+00:00", + "ended_at": "2026-05-04T08:17:32.937441+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_a75302cde5c31ab2", + "problem_id": "v2p_m8_89ca7395a8813272", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=job, measure_col=duration.", + "bindings": { + "group_col": "job", + "measure_col": "duration", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 254.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_a75302cde5c31ab2.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a75302cde5c31ab2", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 121, + "total_tokens": 22762, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2657, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12854.38, + "sql_execution_elapsed_ms_total": 36.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_a75302cde5c31ab2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc71dd8ea07e62e7ae427010f84cffa719648718 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:32.894253+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12854.38, "started_at": "2026-05-04T08:17:20.021883+00:00", "ended_at": "2026-05-04T08:17:32.874562+00:00", "prompt_metrics": {"chars": 9099, "bytes_utf8": 9099, "lines": 300, "estimated_tokens": 2552}, "response_metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22641, "cached_input_tokens": 21888, "output_tokens": 121}, "stderr_preview": "2026-05-04T08:17:20.215139Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:22.659264Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"job\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"job\\\" and measure_col=\\\"duration\\\". Cast \\\"duration\\\" from TEXT to REAL for a valid SQLite average.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..00dd27361c2a091e0e705c1d6b3d7e7a291041f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a75302cde5c31ab2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a75302cde5c31ab2", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 121, + "total_tokens": 22762, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2657, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12854.38, + "sql_execution_elapsed_ms_total": 36.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_a75302cde5c31ab2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8706a43ba8ef13e778dc91a549796328efe53e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9366, "bytes_utf8": 9366, "lines": 302, "estimated_tokens": 2629}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 557, "bytes_utf8": 557, "lines": 1, "estimated_tokens": 154}, "usage": {"input_tokens": 22720, "cached_input_tokens": 21888, "output_tokens": 224}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8ba8b1cc5a94aed413a5972f4e882250fa25ff7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a83562d8df21a06a", + "api_calls": 0, + "input_tokens": 22720, + "cached_input_tokens": 21888, + "output_tokens": 224, + "total_tokens": 22944, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2629, + "estimated_output_tokens": 154, + "estimated_total_tokens": 2783, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14243.93, + "sql_execution_elapsed_ms_total": 56.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_a83562d8df21a06a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c5e2a6b972a779323f9c7524d8e48c3e70690064 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:28:41.253928+00:00", + "ended_at": "2026-05-04T08:28:55.497593+00:00", + "elapsed_ms": 14243.93, + "prompt_metrics": { + "chars": 9366, + "bytes_utf8": 9366, + "lines": 302, + "estimated_tokens": 2629 + }, + "stdout_metrics": { + "chars": 913, + "bytes_utf8": 913, + "lines": 4, + "estimated_tokens": 282 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13168 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 557, + "bytes_utf8": 557, + "lines": 1, + "estimated_tokens": 154 + }, + "usage": { + "input_tokens": 22720, + "cached_input_tokens": 21888, + "output_tokens": 224 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9feb9a3e99532935ab4194965407d22269d7ff36 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=poutcome, measure_col=duration.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "poutcome", + "measure_col": "duration", + "item_col": "campaign", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f38ef3f68a408a64ead9c4c6b95f0dac414722d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-9439-7fb3-a9ef-7f7bf46a53ca"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"poutcome\\\",\\n \\\"campaign\\\",\\n SUM(CAST(\\\"duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"duration\\\" AS REAL))) OVER (PARTITION BY \\\"poutcome\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"poutcome\\\", \\\"campaign\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"poutcome\\\", item_col=\\\"campaign\\\", and measure_col=\\\"duration\\\". Cast \\\"duration\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22720,"cached_input_tokens":21888,"output_tokens":224}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bdd0c9f12ad95cc6e4e59fd9280bdb77bdd4fa6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"poutcome\",\n \"campaign\",\n SUM(CAST(\"duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"duration\" AS REAL))) OVER (PARTITION BY \"poutcome\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"poutcome\", \"campaign\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"poutcome\", item_col=\"campaign\", and measure_col=\"duration\". Cast \"duration\" from TEXT to REAL for SQLite numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89e2abded796a694fe7562e567634b95793af524 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:28:41.495533Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:28:43.831745Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:28:54.805732Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c957bc880cc41ea58c0995a0d07821dc249673c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=poutcome, measure_col=duration. +Result preview: [{"poutcome": "success", "campaign": "1", "total_measure": 260919.0, "share_within_group": 54.495612890020446}, {"poutcome": "failure", "campaign": "1", "total_measure": 597251.0, "share_within_group": 49.90587045803026}, {"poutcome": "other", "campaign": "1", "total_measure": 190057.0, "share_within_group": 40.393312873526085}, {"poutcome": "unknown", "campaign": "1", "total_measure": 3531698.0, "share_within_group": 37.07527102062609}, {"poutcome": "other", "campaign": "2", "total_measure": 146622.0, "share_within_group": 31.161958360608352}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf9af5aeb85d0b4f278353c6d1e0de076d726dc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_a83562d8df21a06a +-- problem_id: v2p_m8_8c8da3003ab78b31 +-- realization_mode: agent +-- source_kind: agent +SELECT + "poutcome", + "campaign", + SUM(CAST("duration" AS REAL)) AS total_measure, + SUM(CAST("duration" AS REAL)) * 100.0 / SUM(SUM(CAST("duration" AS REAL))) OVER (PARTITION BY "poutcome") AS share_within_group +FROM "m8" +GROUP BY "poutcome", "campaign" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34d84a67b96aabefc60318caba8cc294b465dae7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"poutcome\",\n \"campaign\",\n SUM(CAST(\"duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"duration\" AS REAL))) OVER (PARTITION BY \"poutcome\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"poutcome\", \"campaign\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"poutcome\\\",\\n \\\"campaign\\\",\\n SUM(CAST(\\\"duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"duration\\\" AS REAL))) OVER (PARTITION BY \\\"poutcome\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"poutcome\\\", \\\"campaign\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"poutcome\", \"campaign\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"poutcome\": \"success\", \"campaign\": \"1\", \"total_measure\": 260919.0, \"share_within_group\": 54.495612890020446}, {\"poutcome\": \"failure\", \"campaign\": \"1\", \"total_measure\": 597251.0, \"share_within_group\": 49.90587045803026}, {\"poutcome\": \"other\", \"campaign\": \"1\", \"total_measure\": 190057.0, \"share_within_group\": 40.393312873526085}, {\"poutcome\": \"unknown\", \"campaign\": \"1\", \"total_measure\": 3531698.0, \"share_within_group\": 37.07527102062609}, {\"poutcome\": \"other\", \"campaign\": \"2\", \"total_measure\": 146622.0, \"share_within_group\": 31.161958360608352}, {\"poutcome\": \"unknown\", \"campaign\": \"2\", \"total_measure\": 2814538.0, \"share_within_group\": 29.546625772603125}, {\"poutcome\": \"failure\", \"campaign\": \"2\", \"total_measure\": 349209.0, \"share_within_group\": 29.17965665487088}, {\"poutcome\": \"success\", \"campaign\": \"2\", \"total_measure\": 132583.0, \"share_within_group\": 27.691321229184464}, {\"poutcome\": \"other\", \"campaign\": \"3\", \"total_measure\": 74712.0, \"share_within_group\": 15.87873738618878}, {\"poutcome\": \"unknown\", \"campaign\": \"3\", \"total_measure\": 1236382.0, \"share_within_group\": 12.979365091529266}, {\"poutcome\": \"failure\", \"campaign\": \"3\", \"total_measure\": 135654.0, \"share_within_group\": 11.335152140580153}, {\"poutcome\": \"success\", \"campaign\": \"3\", \"total_measure\": 52970.0, \"share_within_group\": 11.063328522585106}, {\"poutcome\": \"unknown\", \"campaign\": \"4\", \"total_measure\": 794569.0, \"share_within_group\": 8.34127408957047}, {\"poutcome\": \"other\", \"campaign\": \"4\", \"total_measure\": 29612.0, \"share_within_group\": 6.293516054714399}, {\"poutcome\": \"failure\", \"campaign\": \"4\", \"total_measure\": 53360.0, \"share_within_group\": 4.458723798939633}, {\"poutcome\": \"unknown\", \"campaign\": \"5\", \"total_measure\": 354551.0, \"share_within_group\": 3.7220267462376455}, {\"poutcome\": \"other\", \"campaign\": \"5\", \"total_measure\": 14429.0, \"share_within_group\": 3.0666332282005286}, {\"poutcome\": \"success\", \"campaign\": \"4\", \"total_measure\": 14210.0, \"share_within_group\": 2.967904442249091}, {\"poutcome\": \"unknown\", \"campaign\": \"6\", \"total_measure\": 250568.0, \"share_within_group\": 2.6304277741461015}, {\"poutcome\": \"failure\", \"campaign\": \"5\", \"total_measure\": 29297.0, \"share_within_group\": 2.4480365655459972}, {\"poutcome\": \"success\", \"campaign\": \"5\", \"total_measure\": 8415.0, \"share_within_group\": 1.7575591753361084}, {\"poutcome\": \"unknown\", \"campaign\": \"7\", \"total_measure\": 141608.0, \"share_within_group\": 1.486580953039818}, {\"poutcome\": \"other\", \"campaign\": \"6\", \"total_measure\": 6825.0, \"share_within_group\": 1.450535157146622}, {\"poutcome\": \"failure\", \"campaign\": \"6\", \"total_measure\": 16435.0, \"share_within_group\": 1.373296957188397}, {\"poutcome\": \"success\", \"campaign\": \"6\", \"total_measure\": 6427.0, \"share_within_group\": 1.3423449577997824}, {\"poutcome\": \"unknown\", \"campaign\": \"8\", \"total_measure\": 100387.0, \"share_within_group\": 1.0538486676798502}, {\"poutcome\": \"other\", \"campaign\": \"7\", \"total_measure\": 4206.0, \"share_within_group\": 0.8939122155250832}, {\"poutcome\": \"failure\", \"campaign\": \"7\", \"total_measure\": 9223.0, \"share_within_group\": 0.7706673462822382}, {\"poutcome\": \"unknown\", \"campaign\": \"9\", \"total_measure\": 69368.0, \"share_within_group\": 0.7282155496191324}, {\"poutcome\": \"unknown\", \"campaign\": \"10\", \"total_measure\": 48450.0, \"share_within_group\": 0.5086213150018303}, {\"poutcome\": \"unknown\", \"campaign\": \"11\", \"total_measure\": 39675.0, \"share_within_group\": 0.4165025938637279}, {\"poutcome\": \"success\", \"campaign\": \"7\", \"total_measure\": 1775.0, \"share_within_group\": 0.37072697994314824}, {\"poutcome\": \"unknown\", \"campaign\": \"12\", \"total_measure\": 29962.0, \"share_within_group\": 0.3145368800843104}, {\"poutcome\": \"other\", \"campaign\": \"9\", \"total_measure\": 1236.0, \"share_within_group\": 0.26269032296457506}, {\"poutcome\": \"other\", \"campaign\": \"8\", \"total_measure\": 1232.0, \"share_within_group\": 0.2618401924695441}, {\"poutcome\": \"unknown\", \"campaign\": \"13\", \"total_measure\": 24092.0, \"share_within_group\": 0.2529144421264003}, {\"poutcome\": \"failure\", \"campaign\": \"8\", \"total_measure\": 2468.0, \"share_within_group\": 0.20622433163011644}, {\"poutcome\": \"success\", \"campaign\": \"8\", \"total_measure\": 849.0, \"share_within_group\": 0.17732236956153963}, {\"poutcome\": \"unknown\", \"campaign\": \"14\", \"total_measure\": 14421.0, \"share_within_group\": 0.15138963846525066}, {\"poutcome\": \"unknown\", \"campaign\": \"17\", \"total_measure\": 13428.0, \"share_within_group\": 0.14096526352620387}, {\"poutcome\": \"unknown\", \"campaign\": \"15\", \"total_measure\": 13025.0, \"share_within_group\": 0.13673462596282435}, {\"poutcome\": \"other\", \"campaign\": \"10\", \"total_measure\": 555.0, \"share_within_group\": 0.11795560618554948}, {\"poutcome\": \"unknown\", \"campaign\": \"16\", \"total_measure\": 11210.0, \"share_within_group\": 0.11768101013767839}, {\"poutcome\": \"failure\", \"campaign\": \"10\", \"total_measure\": 1309.0, \"share_within_group\": 0.10937911268388266}, {\"poutcome\": \"other\", \"campaign\": \"13\", \"total_measure\": 446.0, \"share_within_group\": 0.09478955019595509}, {\"poutcome\": \"failure\", \"campaign\": \"9\", \"total_measure\": 1123.0, \"share_within_group\": 0.09383708444919804}, {\"poutcome\": \"success\", \"campaign\": \"11\", \"total_measure\": 418.0, \"share_within_group\": 0.08730359302323153}, {\"poutcome\": \"other\", \"campaign\": \"11\", \"total_measure\": 298.0, \"share_within_group\": 0.06333472187980856}, {\"poutcome\": \"unknown\", \"campaign\": \"19\", \"total_measure\": 5038.0, \"share_within_group\": 0.052888218472223344}, {\"poutcome\": \"failure\", \"campaign\": \"12\", \"total_measure\": 596.0, \"share_within_group\": 0.049801337784258264}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 56.53}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..36d24858ff932a3a8112452489d16974ac5e9091 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:28:41.243139+00:00", + "ended_at": "2026-05-04T08:28:55.580227+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_a83562d8df21a06a", + "problem_id": "v2p_m8_8c8da3003ab78b31", + "dataset_id": "m8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=poutcome, measure_col=duration.", + "bindings": { + "group_col": "poutcome", + "measure_col": "duration", + "item_col": "campaign", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_a83562d8df21a06a.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a83562d8df21a06a", + "api_calls": 0, + "input_tokens": 22720, + "cached_input_tokens": 21888, + "output_tokens": 224, + "total_tokens": 22944, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2629, + "estimated_output_tokens": 154, + "estimated_total_tokens": 2783, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14243.93, + "sql_execution_elapsed_ms_total": 56.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_a83562d8df21a06a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c389e51368b7bb5b5a038d1bde3bf95cb48762d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a83562d8df21a06a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:28:55.511498+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14243.93, "started_at": "2026-05-04T08:28:41.253928+00:00", "ended_at": "2026-05-04T08:28:55.497593+00:00", "prompt_metrics": {"chars": 9366, "bytes_utf8": 9366, "lines": 302, "estimated_tokens": 2629}, "response_metrics": {"chars": 557, "bytes_utf8": 557, "lines": 1, "estimated_tokens": 154}, "usage": {"input_tokens": 22720, "cached_input_tokens": 21888, "output_tokens": 224}, "stderr_preview": "2026-05-04T08:28:41.495533Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:28:43.831745Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=day, condition_col=contact.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "day", + "condition_col": "contact", + "condition_value": "cellular", + "positive_value": "cellular", + "negative_value": "unknown", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..88b75e68de03dbcb11a4797bd5343da6c5a296b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df216-e453-7a01-8696-6bac9f3dba8d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"day\\\",\\n AVG(CASE WHEN \\\"contact\\\" = 'cellular' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"day\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"day\\\" and condition_col=\\\"contact\\\", using condition_value='cellular'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22663,"cached_input_tokens":21888,"output_tokens":184}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4b0f43dd828e9aa6e9e277940b574d900805290 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"day\",\n AVG(CASE WHEN \"contact\" = 'cellular' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m8\"\nGROUP BY \"day\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=\"day\" and condition_col=\"contact\", using condition_value='cellular'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc3613af87f737fdb70803ede8a486adfed05a4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:24:39.821223Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:24:42.200605Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:24:50.563870Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..81b1f70158fbfb1d78a9d416a07268edd720f64f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=day, condition_col=contact. +Result preview: [{"day": "22", "condition_rate": 0.9116022099447514}, {"day": "25", "condition_rate": 0.8892857142857142}, {"day": "10", "condition_rate": 0.8396946564885496}, {"day": "24", "condition_rate": 0.8322147651006712}, {"day": "18", "condition_rate": 0.8123916811091855}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b8addf63a09ac17a4c34feee34728eff6a502282 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_a864d92789af4335 +-- problem_id: v2p_m8_c31269455bdffb2a +-- realization_mode: agent +-- source_kind: agent +SELECT "day", + AVG(CASE WHEN "contact" = 'cellular' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m8" +GROUP BY "day" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..898bda7b2683f19371976112bff38ebadda4ea27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"day\",\n AVG(CASE WHEN \"contact\" = 'cellular' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m8\"\nGROUP BY \"day\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"day\\\",\\n AVG(CASE WHEN \\\"contact\\\" = 'cellular' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"day\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"day\", \"condition_rate\"], \"rows\": [{\"day\": \"22\", \"condition_rate\": 0.9116022099447514}, {\"day\": \"25\", \"condition_rate\": 0.8892857142857142}, {\"day\": \"10\", \"condition_rate\": 0.8396946564885496}, {\"day\": \"24\", \"condition_rate\": 0.8322147651006712}, {\"day\": \"18\", \"condition_rate\": 0.8123916811091855}, {\"day\": \"31\", \"condition_rate\": 0.8087091757387247}, {\"day\": \"11\", \"condition_rate\": 0.77552400270453}, {\"day\": \"17\", \"condition_rate\": 0.744198040226921}, {\"day\": \"7\", \"condition_rate\": 0.7253714914694551}, {\"day\": \"21\", \"condition_rate\": 0.7137216189536032}, {\"day\": \"8\", \"condition_rate\": 0.6927252985884907}, {\"day\": \"4\", \"condition_rate\": 0.6865051903114187}, {\"day\": \"1\", \"condition_rate\": 0.6801242236024845}, {\"day\": \"14\", \"condition_rate\": 0.6796536796536796}, {\"day\": \"29\", \"condition_rate\": 0.6659025787965616}, {\"day\": \"13\", \"condition_rate\": 0.6649842271293376}, {\"day\": \"15\", \"condition_rate\": 0.6535525543159131}, {\"day\": \"12\", \"condition_rate\": 0.6356830941983781}, {\"day\": \"28\", \"condition_rate\": 0.6300546448087432}, {\"day\": \"2\", \"condition_rate\": 0.6156225831399845}, {\"day\": \"30\", \"condition_rate\": 0.60727969348659}, {\"day\": \"19\", \"condition_rate\": 0.5976095617529881}, {\"day\": \"20\", \"condition_rate\": 0.5893895348837209}, {\"day\": \"5\", \"condition_rate\": 0.5696335078534032}, {\"day\": \"3\", \"condition_rate\": 0.5449490268767377}, {\"day\": \"6\", \"condition_rate\": 0.5362318840579711}, {\"day\": \"26\", \"condition_rate\": 0.49371980676328503}, {\"day\": \"16\", \"condition_rate\": 0.46925795053003533}, {\"day\": \"27\", \"condition_rate\": 0.455842997323818}, {\"day\": \"9\", \"condition_rate\": 0.4375400384368994}, {\"day\": \"23\", \"condition_rate\": 0.43450479233226835}], \"row_count_returned\": 31, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.7}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..573d60089a539e4ed7f1759027572712dbbe4cee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:24:39.617005+00:00", + "ended_at": "2026-05-04T08:24:51.436515+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_a864d92789af4335", + "problem_id": "v2p_m8_c31269455bdffb2a", + "dataset_id": "m8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=day, condition_col=contact.", + "bindings": { + "group_col": "day", + "condition_col": "contact", + "condition_value": "cellular", + "positive_value": "cellular", + "negative_value": "unknown", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_a864d92789af4335.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a864d92789af4335", + "api_calls": 0, + "input_tokens": 22663, + "cached_input_tokens": 21888, + "output_tokens": 184, + "total_tokens": 22847, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2572, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2682, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11750.49, + "sql_execution_elapsed_ms_total": 29.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_a864d92789af4335\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9849b09f01f0ee71993e9e8e1d9da657c223b6fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a864d92789af4335/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:24:51.398892+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11750.49, "started_at": "2026-05-04T08:24:39.626063+00:00", "ended_at": "2026-05-04T08:24:51.376570+00:00", "prompt_metrics": {"chars": 9203, "bytes_utf8": 9203, "lines": 303, "estimated_tokens": 2572}, "response_metrics": {"chars": 440, "bytes_utf8": 440, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22663, "cached_input_tokens": 21888, "output_tokens": 184}, "stderr_preview": "2026-05-04T08:24:39.821223Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:24:42.200605Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=age, measure_col=previous, condition_col=default.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "age", + "measure_col": "previous", + "condition_col": "default", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b93b82d138806dbd37b85d0cae078a3b14ea125 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df224-4aa8-74a3-922a-117512359f4a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"all_groups\\\" AS (\\n SELECT \\\"age\\\"\\n FROM \\\"m8\\\"\\n GROUP BY \\\"age\\\"\\n),\\n\\\"conditional_rows\\\" AS (\\n SELECT\\n \\\"age\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"age\\\"\\n ORDER BY CAST(\\\"previous\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"age\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"default\\\" = 'no'\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"age\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"conditional_rows\\\"\\n WHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"all_groups\\\".\\\"age\\\",\\n \\\"percentiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"all_groups\\\"\\nLEFT JOIN \\\"percentiles\\\"\\n ON \\\"all_groups\\\".\\\"age\\\" = \\\"percentiles\\\".\\\"age\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the 0.95 conditional quantile by selecting the row at CEIL(0.95 * group_count) within each age group after filtering to default = 'no'. The measure column \\\"previous\\\" is cast to REAL because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22711,"cached_input_tokens":21888,"output_tokens":865}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..76969d65972596bbe44d831b7eb1d4a9373e900e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"all_groups\" AS (\n SELECT \"age\"\n FROM \"m8\"\n GROUP BY \"age\"\n),\n\"conditional_rows\" AS (\n SELECT\n \"age\",\n CAST(\"previous\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"age\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"age\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"default\" = 'no'\n),\n\"percentiles\" AS (\n SELECT\n \"age\",\n \"measure_value\" AS \"conditional_percentile\"\n FROM \"conditional_rows\"\n WHERE \"rn\" = CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"all_groups\".\"age\",\n \"percentiles\".\"conditional_percentile\"\nFROM \"all_groups\"\nLEFT JOIN \"percentiles\"\n ON \"all_groups\".\"age\" = \"percentiles\".\"age\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this emulates the 0.95 conditional quantile by selecting the row at CEIL(0.95 * group_count) within each age group after filtering to default = 'no'. The measure column \"previous\" is cast to REAL because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93d955baee808ae1f37b0fa820c5ceaf78e2cc65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:39:17.980125Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:39:20.505859Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:39:43.779208Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..22d81e3c287e046a2e35c8c2e5e5960c786a3233 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=age, measure_col=previous, condition_col=default. +Result preview: [{"age": "77", "conditional_percentile": 12.0}, {"age": "80", "conditional_percentile": 12.0}, {"age": "67", "conditional_percentile": 9.0}, {"age": "72", "conditional_percentile": 9.0}, {"age": "93", "conditional_percentile": 9.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e95d12609c83e50585d7fbe882db68fd2e2c9145 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/generated_sql.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_a8d94ee4c452d81e +-- problem_id: v2p_m8_3a53b1d5b1081621 +-- realization_mode: agent +-- source_kind: agent +WITH "all_groups" AS ( + SELECT "age" + FROM "m8" + GROUP BY "age" +), +"conditional_rows" AS ( + SELECT + "age", + CAST("previous" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "age" + ORDER BY CAST("previous" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "age" + ) AS "cnt" + FROM "m8" + WHERE "default" = 'no' +), +"percentiles" AS ( + SELECT + "age", + "measure_value" AS "conditional_percentile" + FROM "conditional_rows" + WHERE "rn" = CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "all_groups"."age", + "percentiles"."conditional_percentile" +FROM "all_groups" +LEFT JOIN "percentiles" + ON "all_groups"."age" = "percentiles"."age" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a8d01ffc21b324083b2dbdae56f7219585e66e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"all_groups\" AS (\n SELECT \"age\"\n FROM \"m8\"\n GROUP BY \"age\"\n),\n\"conditional_rows\" AS (\n SELECT\n \"age\",\n CAST(\"previous\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"age\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"age\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"default\" = 'no'\n),\n\"percentiles\" AS (\n SELECT\n \"age\",\n \"measure_value\" AS \"conditional_percentile\"\n FROM \"conditional_rows\"\n WHERE \"rn\" = CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"all_groups\".\"age\",\n \"percentiles\".\"conditional_percentile\"\nFROM \"all_groups\"\nLEFT JOIN \"percentiles\"\n ON \"all_groups\".\"age\" = \"percentiles\".\"age\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"all_groups\\\" AS (\\n SELECT \\\"age\\\"\\n FROM \\\"m8\\\"\\n GROUP BY \\\"age\\\"\\n),\\n\\\"conditional_rows\\\" AS (\\n SELECT\\n \\\"age\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"age\\\"\\n ORDER BY CAST(\\\"previous\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"age\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"default\\\" = 'no'\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"age\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"conditional_rows\\\"\\n WHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"all_groups\\\".\\\"age\\\",\\n \\\"percentiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"all_groups\\\"\\nLEFT JOIN \\\"percentiles\\\"\\n ON \\\"all_groups\\\".\\\"age\\\" = \\\"percentiles\\\".\\\"age\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"age\", \"conditional_percentile\"], \"rows\": [{\"age\": \"77\", \"conditional_percentile\": 12.0}, {\"age\": \"80\", \"conditional_percentile\": 12.0}, {\"age\": \"67\", \"conditional_percentile\": 9.0}, {\"age\": \"72\", \"conditional_percentile\": 9.0}, {\"age\": \"93\", \"conditional_percentile\": 9.0}, {\"age\": \"78\", \"conditional_percentile\": 7.0}, {\"age\": \"20\", \"conditional_percentile\": 6.0}, {\"age\": \"62\", \"conditional_percentile\": 6.0}, {\"age\": \"63\", \"conditional_percentile\": 6.0}, {\"age\": \"66\", \"conditional_percentile\": 6.0}, {\"age\": \"68\", \"conditional_percentile\": 6.0}, {\"age\": \"70\", \"conditional_percentile\": 6.0}, {\"age\": \"73\", \"conditional_percentile\": 6.0}, {\"age\": \"79\", \"conditional_percentile\": 6.0}, {\"age\": \"61\", \"conditional_percentile\": 5.0}, {\"age\": \"64\", \"conditional_percentile\": 5.0}, {\"age\": \"65\", \"conditional_percentile\": 5.0}, {\"age\": \"75\", \"conditional_percentile\": 5.0}, {\"age\": \"18\", \"conditional_percentile\": 4.0}, {\"age\": \"21\", \"conditional_percentile\": 4.0}, {\"age\": \"23\", \"conditional_percentile\": 4.0}, {\"age\": \"28\", \"conditional_percentile\": 4.0}, {\"age\": \"29\", \"conditional_percentile\": 4.0}, {\"age\": \"33\", \"conditional_percentile\": 4.0}, {\"age\": \"34\", \"conditional_percentile\": 4.0}, {\"age\": \"35\", \"conditional_percentile\": 4.0}, {\"age\": \"37\", \"conditional_percentile\": 4.0}, {\"age\": \"38\", \"conditional_percentile\": 4.0}, {\"age\": \"40\", \"conditional_percentile\": 4.0}, {\"age\": \"54\", \"conditional_percentile\": 4.0}, {\"age\": \"58\", \"conditional_percentile\": 4.0}, {\"age\": \"60\", \"conditional_percentile\": 4.0}, {\"age\": \"69\", \"conditional_percentile\": 4.0}, {\"age\": \"76\", \"conditional_percentile\": 4.0}, {\"age\": \"82\", \"conditional_percentile\": 4.0}, {\"age\": \"86\", \"conditional_percentile\": 4.0}, {\"age\": \"19\", \"conditional_percentile\": 3.0}, {\"age\": \"22\", \"conditional_percentile\": 3.0}, {\"age\": \"24\", \"conditional_percentile\": 3.0}, {\"age\": \"25\", \"conditional_percentile\": 3.0}, {\"age\": \"26\", \"conditional_percentile\": 3.0}, {\"age\": \"27\", \"conditional_percentile\": 3.0}, {\"age\": \"30\", \"conditional_percentile\": 3.0}, {\"age\": \"31\", \"conditional_percentile\": 3.0}, {\"age\": \"32\", \"conditional_percentile\": 3.0}, {\"age\": \"36\", \"conditional_percentile\": 3.0}, {\"age\": \"39\", \"conditional_percentile\": 3.0}, {\"age\": \"41\", \"conditional_percentile\": 3.0}, {\"age\": \"42\", \"conditional_percentile\": 3.0}, {\"age\": \"43\", \"conditional_percentile\": 3.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 204.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..79c0a875eccf28304a7063a20b2eadfee1b3374e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:39:17.779576+00:00", + "ended_at": "2026-05-04T08:39:44.818562+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_a8d94ee4c452d81e", + "problem_id": "v2p_m8_3a53b1d5b1081621", + "dataset_id": "m8", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=age, measure_col=previous, condition_col=default.", + "bindings": { + "group_col": "age", + "measure_col": "previous", + "condition_col": "default", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_a8d94ee4c452d81e.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a8d94ee4c452d81e", + "api_calls": 0, + "input_tokens": 22711, + "cached_input_tokens": 21888, + "output_tokens": 865, + "total_tokens": 23576, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2620, + "estimated_output_tokens": 343, + "estimated_total_tokens": 2963, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26797.07, + "sql_execution_elapsed_ms_total": 204.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_a8d94ee4c452d81e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d75641c714b9edfdb0cee7ba2161792ede38c93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a8d94ee4c452d81e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:39:44.602864+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 26797.07, "started_at": "2026-05-04T08:39:17.787551+00:00", "ended_at": "2026-05-04T08:39:44.585379+00:00", "prompt_metrics": {"chars": 9450, "bytes_utf8": 9450, "lines": 305, "estimated_tokens": 2620}, "response_metrics": {"chars": 1199, "bytes_utf8": 1199, "lines": 1, "estimated_tokens": 343}, "usage": {"input_tokens": 22711, "cached_input_tokens": 21888, "output_tokens": 865}, "stderr_preview": "2026-05-04T08:39:17.980125Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:39:20.505859Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=marital, group_col_2=housing.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "marital", + "group_col_2": "housing", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..82736cec84fa31254bb9e67968f3ab2ef0000207 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df233-2748-78f3-86c3-af50a1ac2871"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"housing\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"housing\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"housing\\\"\\nLIMIT 14;\",\"notes\":\"Uses the planned Pairwise Sparse Slice Count template with group_col=\\\"marital\\\" and group_col_2=\\\"housing\\\" on the single table \\\"m8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22680,"cached_input_tokens":21888,"output_tokens":121}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccc7aa4a9e8c68ccfb7e8fdb76686684184d442b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"housing\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"housing\"\nORDER BY support ASC, \"marital\", \"housing\"\nLIMIT 14;","notes":"Uses the planned Pairwise Sparse Slice Count template with group_col=\"marital\" and group_col_2=\"housing\" on the single table \"m8\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e265fed5de05949721b793a4431de4b0a771ae68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:55:31.987284Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:55:34.515693Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:55:41.721927Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dce18b99cabf7e89ed406cc325bc8ae8ea9cb721 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=marital, group_col_2=housing. +Result preview: [{"marital": "divorced", "housing": "no", "support": 2300}, {"marital": "divorced", "housing": "yes", "support": 2907}, {"marital": "single", "housing": "no", "support": 5888}, {"marital": "single", "housing": "yes", "support": 6902}, {"marital": "married", "housing": "no", "support": 11893}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..15c96026969195ddfa2258ad2bee46d560bc405f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m8_a931d82adccf552e +-- problem_id: v2p_m8_af8e5c5384d11acd +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "housing", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "housing" +ORDER BY support ASC, "marital", "housing" +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f29e03f00354e6ebf477411b89d50a3e01fe832 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"housing\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"housing\"\nORDER BY support ASC, \"marital\", \"housing\"\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"housing\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"housing\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"housing\\\"\\nLIMIT 14;\", \"columns\": [\"marital\", \"housing\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"housing\": \"no\", \"support\": 2300}, {\"marital\": \"divorced\", \"housing\": \"yes\", \"support\": 2907}, {\"marital\": \"single\", \"housing\": \"no\", \"support\": 5888}, {\"marital\": \"single\", \"housing\": \"yes\", \"support\": 6902}, {\"marital\": \"married\", \"housing\": \"no\", \"support\": 11893}, {\"marital\": \"married\", \"housing\": \"yes\", \"support\": 15321}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 46.15}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7940b00522e29c01926b58960d56804a3a0b0916 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:55:31.789106+00:00", + "ended_at": "2026-05-04T08:55:42.500980+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_a931d82adccf552e", + "problem_id": "v2p_m8_af8e5c5384d11acd", + "dataset_id": "m8", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=marital, group_col_2=housing.", + "bindings": { + "group_col": "marital", + "group_col_2": "housing", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=134" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_a931d82adccf552e.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a931d82adccf552e", + "api_calls": 0, + "input_tokens": 22680, + "cached_input_tokens": 21888, + "output_tokens": 121, + "total_tokens": 22801, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2591, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2696, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10632.74, + "sql_execution_elapsed_ms_total": 46.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_a931d82adccf552e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96eae036e98a62d0d9486cf3efeeb25823ac4a1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_a931d82adccf552e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:55:42.446981+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10632.74, "started_at": "2026-05-04T08:55:31.798054+00:00", "ended_at": "2026-05-04T08:55:42.429353+00:00", "prompt_metrics": {"chars": 9125, "bytes_utf8": 9125, "lines": 300, "estimated_tokens": 2591}, "response_metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22680, "cached_input_tokens": 21888, "output_tokens": 121}, "stderr_preview": "2026-05-04T08:55:31.987284Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:55:34.515693Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=education, measure_col=balance.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "education", + "measure_col": "balance", + "item_col": "day", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f50f8eaa1b336995e202f4accb16e3a4eb6b5629 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21c-d49f-7fc2-92e4-78cbc659896a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"education\\\", \\\"day\\\",\\n SUM(CAST(\\\"balance\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"balance\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"balance\\\" AS REAL))) OVER (PARTITION BY \\\"education\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"day\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"education\\\", item_col=\\\"day\\\", and measure_col=\\\"balance\\\". Cast \\\"balance\\\" from TEXT to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22719,"cached_input_tokens":19840,"output_tokens":213}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a7f53bb4af465b0802fb9c52b27c9d50538da5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"education\", \"day\",\n SUM(CAST(\"balance\" AS REAL)) AS total_measure,\n SUM(CAST(\"balance\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"balance\" AS REAL))) OVER (PARTITION BY \"education\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"education\", \"day\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"education\", item_col=\"day\", and measure_col=\"balance\". Cast \"balance\" from TEXT to REAL for numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d466f163e340f1988db9746854419e36dc16a1f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:31:09.014431Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:31:11.450621Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:31:20.473487Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a65163eee95fe72487549d1fcc5bf398f4e1fed2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=education, measure_col=balance. +Result preview: [{"education": "unknown", "day": "6", "total_measure": 275743.0, "share_within_group": 9.725756679551196}, {"education": "secondary", "day": "20", "total_measure": 2505898.0, "share_within_group": 9.351920602918156}, {"education": "primary", "day": "20", "total_measure": 793958.0, "share_within_group": 9.264108501751055}, {"education": "unknown", "day": "20", "total_measure": 226030.0, "share_within_group": 7.972324890492078}, {"education": "tertiary", "day": "21", "total_measure": 1834394.0, "share_within_group": 7.843079073622613}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4eedada1b6492a07e67a68a38900abd8344a97e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_abc4b36d849da37d +-- problem_id: v2p_m8_b411f5e5ca123368 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "day", + SUM(CAST("balance" AS REAL)) AS total_measure, + SUM(CAST("balance" AS REAL)) * 100.0 / SUM(SUM(CAST("balance" AS REAL))) OVER (PARTITION BY "education") AS share_within_group +FROM "m8" +GROUP BY "education", "day" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bed99d7661514e9c36d08645b137e1e4964af0d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"education\", \"day\",\n SUM(CAST(\"balance\" AS REAL)) AS total_measure,\n SUM(CAST(\"balance\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"balance\" AS REAL))) OVER (PARTITION BY \"education\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"education\", \"day\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"education\\\", \\\"day\\\",\\n SUM(CAST(\\\"balance\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"balance\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"balance\\\" AS REAL))) OVER (PARTITION BY \\\"education\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"day\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"education\", \"day\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"education\": \"unknown\", \"day\": \"6\", \"total_measure\": 275743.0, \"share_within_group\": 9.725756679551196}, {\"education\": \"secondary\", \"day\": \"20\", \"total_measure\": 2505898.0, \"share_within_group\": 9.351920602918156}, {\"education\": \"primary\", \"day\": \"20\", \"total_measure\": 793958.0, \"share_within_group\": 9.264108501751055}, {\"education\": \"unknown\", \"day\": \"20\", \"total_measure\": 226030.0, \"share_within_group\": 7.972324890492078}, {\"education\": \"tertiary\", \"day\": \"21\", \"total_measure\": 1834394.0, \"share_within_group\": 7.843079073622613}, {\"education\": \"tertiary\", \"day\": \"20\", \"total_measure\": 1807734.0, \"share_within_group\": 7.7290923902259285}, {\"education\": \"secondary\", \"day\": \"21\", \"total_measure\": 1642259.0, \"share_within_group\": 6.128851125396073}, {\"education\": \"primary\", \"day\": \"6\", \"total_measure\": 512748.0, \"share_within_group\": 5.982877061577376}, {\"education\": \"secondary\", \"day\": \"18\", \"total_measure\": 1601150.0, \"share_within_group\": 5.975433825862987}, {\"education\": \"tertiary\", \"day\": \"18\", \"total_measure\": 1385202.0, \"share_within_group\": 5.922527449904542}, {\"education\": \"primary\", \"day\": \"14\", \"total_measure\": 490405.0, \"share_within_group\": 5.722173124776407}, {\"education\": \"primary\", \"day\": \"19\", \"total_measure\": 472092.0, \"share_within_group\": 5.508492276428551}, {\"education\": \"unknown\", \"day\": \"19\", \"total_measure\": 154442.0, \"share_within_group\": 5.44733796724938}, {\"education\": \"primary\", \"day\": \"21\", \"total_measure\": 453944.0, \"share_within_group\": 5.296736691007435}, {\"education\": \"unknown\", \"day\": \"29\", \"total_measure\": 145383.0, \"share_within_group\": 5.127817146194796}, {\"education\": \"secondary\", \"day\": \"19\", \"total_measure\": 1355180.0, \"share_within_group\": 5.057482691898325}, {\"education\": \"tertiary\", \"day\": \"19\", \"total_measure\": 1155526.0, \"share_within_group\": 4.9405317448851465}, {\"education\": \"unknown\", \"day\": \"30\", \"total_measure\": 138008.0, \"share_within_group\": 4.867692843812904}, {\"education\": \"primary\", \"day\": \"15\", \"total_measure\": 397757.0, \"share_within_group\": 4.641132157281612}, {\"education\": \"unknown\", \"day\": \"18\", \"total_measure\": 129980.0, \"share_within_group\": 4.584536518454011}, {\"education\": \"primary\", \"day\": \"9\", \"total_measure\": 389806.0, \"share_within_group\": 4.5483578207330515}, {\"education\": \"unknown\", \"day\": \"5\", \"total_measure\": 126396.0, \"share_within_group\": 4.458124925269374}, {\"education\": \"secondary\", \"day\": \"14\", \"total_measure\": 1189218.0, \"share_within_group\": 4.438118517019098}, {\"education\": \"primary\", \"day\": \"18\", \"total_measure\": 375427.0, \"share_within_group\": 4.38057990786275}, {\"education\": \"tertiary\", \"day\": \"17\", \"total_measure\": 1012416.0, \"share_within_group\": 4.328654990912918}, {\"education\": \"primary\", \"day\": \"16\", \"total_measure\": 369571.0, \"share_within_group\": 4.312250576353711}, {\"education\": \"secondary\", \"day\": \"17\", \"total_measure\": 1154997.0, \"share_within_group\": 4.310406984086608}, {\"education\": \"primary\", \"day\": \"11\", \"total_measure\": 354623.0, \"share_within_group\": 4.137833423451196}, {\"education\": \"primary\", \"day\": \"17\", \"total_measure\": 347361.0, \"share_within_group\": 4.053098518154296}, {\"education\": \"unknown\", \"day\": \"17\", \"total_measure\": 113741.0, \"share_within_group\": 4.011769257927972}, {\"education\": \"unknown\", \"day\": \"23\", \"total_measure\": 112984.0, \"share_within_group\": 3.985069041398739}, {\"education\": \"secondary\", \"day\": \"15\", \"total_measure\": 1065304.0, \"share_within_group\": 3.975675955673824}, {\"education\": \"primary\", \"day\": \"13\", \"total_measure\": 336123.0, \"share_within_group\": 3.9219706104530343}, {\"education\": \"tertiary\", \"day\": \"5\", \"total_measure\": 889560.0, \"share_within_group\": 3.8033756219938204}, {\"education\": \"unknown\", \"day\": \"16\", \"total_measure\": 107137.0, \"share_within_group\": 3.7788389673611897}, {\"education\": \"secondary\", \"day\": \"30\", \"total_measure\": 997716.0, \"share_within_group\": 3.723439986887372}, {\"education\": \"secondary\", \"day\": \"6\", \"total_measure\": 993395.0, \"share_within_group\": 3.7073141713413245}, {\"education\": \"primary\", \"day\": \"5\", \"total_measure\": 315798.0, \"share_within_group\": 3.6848132226591077}, {\"education\": \"tertiary\", \"day\": \"14\", \"total_measure\": 861112.0, \"share_within_group\": 3.681744220295812}, {\"education\": \"tertiary\", \"day\": \"8\", \"total_measure\": 856179.0, \"share_within_group\": 3.6606528358548576}, {\"education\": \"tertiary\", \"day\": \"12\", \"total_measure\": 834576.0, \"share_within_group\": 3.5682877075195765}, {\"education\": \"secondary\", \"day\": \"13\", \"total_measure\": 955549.0, \"share_within_group\": 3.56607426966215}, {\"education\": \"primary\", \"day\": \"12\", \"total_measure\": 303373.0, \"share_within_group\": 3.5398350901454774}, {\"education\": \"unknown\", \"day\": \"4\", \"total_measure\": 99963.0, \"share_within_group\": 3.5258041544408245}, {\"education\": \"tertiary\", \"day\": \"30\", \"total_measure\": 813307.0, \"share_within_group\": 3.477350619403894}, {\"education\": \"secondary\", \"day\": \"7\", \"total_measure\": 929285.0, \"share_within_group\": 3.4680579726241048}, {\"education\": \"secondary\", \"day\": \"12\", \"total_measure\": 927572.0, \"share_within_group\": 3.4616651186480856}, {\"education\": \"secondary\", \"day\": \"5\", \"total_measure\": 924530.0, \"share_within_group\": 3.4503124847922475}, {\"education\": \"secondary\", \"day\": \"29\", \"total_measure\": 898867.0, \"share_within_group\": 3.354539097993308}, {\"education\": \"secondary\", \"day\": \"28\", \"total_measure\": 889148.0, \"share_within_group\": 3.318268141897026}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 50.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..563b6ff62b4f6ab25aff7fe845422157043f7e09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:31:08.782515+00:00", + "ended_at": "2026-05-04T08:31:21.462826+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_abc4b36d849da37d", + "problem_id": "v2p_m8_b411f5e5ca123368", + "dataset_id": "m8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=education, measure_col=balance.", + "bindings": { + "group_col": "education", + "measure_col": "balance", + "item_col": "day", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_abc4b36d849da37d.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_abc4b36d849da37d", + "api_calls": 0, + "input_tokens": 22719, + "cached_input_tokens": 19840, + "output_tokens": 213, + "total_tokens": 22932, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2628, + "estimated_output_tokens": 149, + "estimated_total_tokens": 2777, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12596.49, + "sql_execution_elapsed_ms_total": 50.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_abc4b36d849da37d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ab9de6e04db8dfec938c3d457c2df0ed16fb523 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_abc4b36d849da37d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:31:21.403221+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12596.49, "started_at": "2026-05-04T08:31:08.790852+00:00", "ended_at": "2026-05-04T08:31:21.387089+00:00", "prompt_metrics": {"chars": 9367, "bytes_utf8": 9367, "lines": 302, "estimated_tokens": 2628}, "response_metrics": {"chars": 580, "bytes_utf8": 580, "lines": 1, "estimated_tokens": 149}, "usage": {"input_tokens": 22719, "cached_input_tokens": 19840, "output_tokens": 213}, "stderr_preview": "2026-05-04T08:31:09.014431Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:31:11.450621Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=housing, measure_col=duration.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "housing", + "measure_col": "duration", + "item_col": "campaign", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 254.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..803441d4d4f925a6c38d668cf8f5c4884894a498 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21d-d99d-71a0-b3aa-300cd12b757c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"housing\\\", \\\"campaign\\\",\\n SUM(CAST(\\\"duration\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"duration\\\" AS REAL))) OVER (PARTITION BY \\\"housing\\\") AS \\\"share_within_group\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\", \\\"campaign\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Used the required template with group_col=\\\"housing\\\", item_col=\\\"campaign\\\", and measure_col=\\\"duration\\\". Cast \\\"duration\\\" from TEXT to REAL for SQLite-compatible aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22717,"cached_input_tokens":19840,"output_tokens":206}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f4a2f776b21500ee9046f1d5748684381911020 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"housing\", \"campaign\",\n SUM(CAST(\"duration\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"duration\" AS REAL))) OVER (PARTITION BY \"housing\") AS \"share_within_group\"\nFROM \"m8\"\nGROUP BY \"housing\", \"campaign\"\nORDER BY \"share_within_group\" DESC;","notes":"Used the required template with group_col=\"housing\", item_col=\"campaign\", and measure_col=\"duration\". Cast \"duration\" from TEXT to REAL for SQLite-compatible aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d707c88e6bce96cf413f6a1187be83ebbe86dd5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:32:15.813209Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:32:18.105831Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:32:27.887206Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4dd1e261ebb3171243b68ac917ed8ea89b85938 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=housing, measure_col=duration. +Result preview: [{"housing": "yes", "campaign": "1", "total_measure": 2638314.0, "share_within_group": 40.48356605800215}, {"housing": "no", "campaign": "1", "total_measure": 1941611.0, "share_within_group": 37.66599784162795}, {"housing": "yes", "campaign": "2", "total_measure": 1930617.0, "share_within_group": 29.624321006598127}, {"housing": "no", "campaign": "2", "total_measure": 1512335.0, "share_within_group": 29.338321036406573}, {"housing": "yes", "campaign": "3", "total_measure": 848933.0, "share_within_group": 13.02643854534295}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5758bf2b2ecd985f403ff1a00943b9cfbdced367 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_ac188b2d1c4656a0 +-- problem_id: v2p_m8_f8a3f1f3ff7185d6 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "campaign", + SUM(CAST("duration" AS REAL)) AS "total_measure", + SUM(CAST("duration" AS REAL)) * 100.0 / SUM(SUM(CAST("duration" AS REAL))) OVER (PARTITION BY "housing") AS "share_within_group" +FROM "m8" +GROUP BY "housing", "campaign" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..822f7a52cb78a328a800159633031fde18dc3376 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"housing\", \"campaign\",\n SUM(CAST(\"duration\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"duration\" AS REAL))) OVER (PARTITION BY \"housing\") AS \"share_within_group\"\nFROM \"m8\"\nGROUP BY \"housing\", \"campaign\"\nORDER BY \"share_within_group\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"housing\\\", \\\"campaign\\\",\\n SUM(CAST(\\\"duration\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"duration\\\" AS REAL))) OVER (PARTITION BY \\\"housing\\\") AS \\\"share_within_group\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\", \\\"campaign\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\", \"columns\": [\"housing\", \"campaign\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"housing\": \"yes\", \"campaign\": \"1\", \"total_measure\": 2638314.0, \"share_within_group\": 40.48356605800215}, {\"housing\": \"no\", \"campaign\": \"1\", \"total_measure\": 1941611.0, \"share_within_group\": 37.66599784162795}, {\"housing\": \"yes\", \"campaign\": \"2\", \"total_measure\": 1930617.0, \"share_within_group\": 29.624321006598127}, {\"housing\": \"no\", \"campaign\": \"2\", \"total_measure\": 1512335.0, \"share_within_group\": 29.338321036406573}, {\"housing\": \"yes\", \"campaign\": \"3\", \"total_measure\": 848933.0, \"share_within_group\": 13.02643854534295}, {\"housing\": \"no\", \"campaign\": \"3\", \"total_measure\": 650785.0, \"share_within_group\": 12.624808164644639}, {\"housing\": \"no\", \"campaign\": \"4\", \"total_measure\": 434242.0, \"share_within_group\": 8.424013993917526}, {\"housing\": \"yes\", \"campaign\": \"4\", \"total_measure\": 457509.0, \"share_within_group\": 7.020239373945067}, {\"housing\": \"no\", \"campaign\": \"5\", \"total_measure\": 192582.0, \"share_within_group\": 3.7359662653005126}, {\"housing\": \"yes\", \"campaign\": \"5\", \"total_measure\": 214110.0, \"share_within_group\": 3.285407396041123}, {\"housing\": \"no\", \"campaign\": \"6\", \"total_measure\": 149095.0, \"share_within_group\": 2.892346586518885}, {\"housing\": \"yes\", \"campaign\": \"6\", \"total_measure\": 131160.0, \"share_within_group\": 2.0125824765996625}, {\"housing\": \"no\", \"campaign\": \"7\", \"total_measure\": 77345.0, \"share_within_group\": 1.5004429842335636}, {\"housing\": \"yes\", \"campaign\": \"7\", \"total_measure\": 79467.0, \"share_within_group\": 1.2193800828602117}, {\"housing\": \"no\", \"campaign\": \"8\", \"total_measure\": 55788.0, \"share_within_group\": 1.0822511242410247}, {\"housing\": \"yes\", \"campaign\": \"8\", \"total_measure\": 49148.0, \"share_within_group\": 0.7541506828295228}, {\"housing\": \"yes\", \"campaign\": \"9\", \"total_measure\": 41094.0, \"share_within_group\": 0.6305662114469848}, {\"housing\": \"no\", \"campaign\": \"9\", \"total_measure\": 30856.0, \"share_within_group\": 0.5985864467193851}, {\"housing\": \"no\", \"campaign\": \"10\", \"total_measure\": 25110.0, \"share_within_group\": 0.4871177624165076}, {\"housing\": \"yes\", \"campaign\": \"10\", \"total_measure\": 25204.0, \"share_within_group\": 0.38674236611938007}, {\"housing\": \"no\", \"campaign\": \"11\", \"total_measure\": 18053.0, \"share_within_group\": 0.3502165258823262}, {\"housing\": \"yes\", \"campaign\": \"11\", \"total_measure\": 22544.0, \"share_within_group\": 0.34592603958876783}, {\"housing\": \"no\", \"campaign\": \"12\", \"total_measure\": 15936.0, \"share_within_group\": 0.309148094857406}, {\"housing\": \"yes\", \"campaign\": \"12\", \"total_measure\": 14688.0, \"share_within_group\": 0.2253797759705386}, {\"housing\": \"no\", \"campaign\": \"13\", \"total_measure\": 11234.0, \"share_within_group\": 0.21793233544353033}, {\"housing\": \"yes\", \"campaign\": \"13\", \"total_measure\": 13817.0, \"share_within_group\": 0.2120147307043118}, {\"housing\": \"no\", \"campaign\": \"14\", \"total_measure\": 9383.0, \"share_within_group\": 0.18202413240757032}, {\"housing\": \"no\", \"campaign\": \"17\", \"total_measure\": 7796.0, \"share_within_group\": 0.15123735865388663}, {\"housing\": \"yes\", \"campaign\": \"15\", \"total_measure\": 8639.0, \"share_within_group\": 0.13256099432254104}, {\"housing\": \"no\", \"campaign\": \"16\", \"total_measure\": 6261.0, \"share_within_group\": 0.12145935127398463}, {\"housing\": \"yes\", \"campaign\": \"17\", \"total_measure\": 5632.0, \"share_within_group\": 0.08642013196255946}, {\"housing\": \"no\", \"campaign\": \"15\", \"total_measure\": 4397.0, \"share_within_group\": 0.0852989566445792}, {\"housing\": \"yes\", \"campaign\": \"16\", \"total_measure\": 5169.0, \"share_within_group\": 0.07931563602884763}, {\"housing\": \"yes\", \"campaign\": \"14\", \"total_measure\": 5138.0, \"share_within_group\": 0.07883995703544576}, {\"housing\": \"no\", \"campaign\": \"20\", \"total_measure\": 2765.0, \"share_within_group\": 0.05363921199050751}, {\"housing\": \"yes\", \"campaign\": \"19\", \"total_measure\": 3298.0, \"share_within_group\": 0.05060610710449594}, {\"housing\": \"yes\", \"campaign\": \"24\", \"total_measure\": 3131.0, \"share_within_group\": 0.048043578333589076}, {\"housing\": \"yes\", \"campaign\": \"18\", \"total_measure\": 2614.0, \"share_within_group\": 0.0401104802823385}, {\"housing\": \"no\", \"campaign\": \"18\", \"total_measure\": 2051.0, \"share_within_group\": 0.03978807370435114}, {\"housing\": \"no\", \"campaign\": \"19\", \"total_measure\": 1740.0, \"share_within_group\": 0.03375487481500292}, {\"housing\": \"yes\", \"campaign\": \"21\", \"total_measure\": 2130.0, \"share_within_group\": 0.03268375019180605}, {\"housing\": \"yes\", \"campaign\": \"25\", \"total_measure\": 1892.0, \"share_within_group\": 0.029031763081172317}, {\"housing\": \"yes\", \"campaign\": \"29\", \"total_measure\": 1812.0, \"share_within_group\": 0.027804204388522328}, {\"housing\": \"yes\", \"campaign\": \"20\", \"total_measure\": 1743.0, \"share_within_group\": 0.026745435016111707}, {\"housing\": \"no\", \"campaign\": \"21\", \"total_measure\": 1278.0, \"share_within_group\": 0.024792373571019384}, {\"housing\": \"yes\", \"campaign\": \"22\", \"total_measure\": 1396.0, \"share_within_group\": 0.021420899186742365}, {\"housing\": \"yes\", \"campaign\": \"32\", \"total_measure\": 1294.0, \"share_within_group\": 0.019855761853613627}, {\"housing\": \"yes\", \"campaign\": \"23\", \"total_measure\": 1135.0, \"share_within_group\": 0.017415988951971766}, {\"housing\": \"yes\", \"campaign\": \"55\", \"total_measure\": 1094.0, \"share_within_group\": 0.016786865121988646}, {\"housing\": \"no\", \"campaign\": \"22\", \"total_measure\": 830.0, \"share_within_group\": 0.01610146327382323}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 61.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e1cf51cde28f1e05c8b296183f34cc21a6220262 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:32:15.634921+00:00", + "ended_at": "2026-05-04T08:32:28.927439+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_ac188b2d1c4656a0", + "problem_id": "v2p_m8_f8a3f1f3ff7185d6", + "dataset_id": "m8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=housing, measure_col=duration.", + "bindings": { + "group_col": "housing", + "measure_col": "duration", + "item_col": "campaign", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 254.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=80" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_ac188b2d1c4656a0.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_ac188b2d1c4656a0", + "api_calls": 0, + "input_tokens": 22717, + "cached_input_tokens": 19840, + "output_tokens": 206, + "total_tokens": 22923, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2626, + "estimated_output_tokens": 147, + "estimated_total_tokens": 2773, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13189.72, + "sql_execution_elapsed_ms_total": 61.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_ac188b2d1c4656a0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..765d54eeee3c68bf4785b45ff518761b31cd7c4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ac188b2d1c4656a0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:32:28.856866+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13189.72, "started_at": "2026-05-04T08:32:15.644933+00:00", "ended_at": "2026-05-04T08:32:28.834866+00:00", "prompt_metrics": {"chars": 9366, "bytes_utf8": 9366, "lines": 302, "estimated_tokens": 2626}, "response_metrics": {"chars": 573, "bytes_utf8": 573, "lines": 1, "estimated_tokens": 147}, "usage": {"input_tokens": 22717, "cached_input_tokens": 19840, "output_tokens": 206}, "stderr_preview": "2026-05-04T08:32:15.813209Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:32:18.105831Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=contact, measure_col=pdays.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "contact", + "measure_col": "pdays", + "item_col": "previous", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8fbb8ce18a36105ed08d483af7e96f523805b35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-72ed-7f52-8ce8-a8878ce866a1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"contact\\\", \\\"previous\\\",\\n SUM(CAST(\\\"pdays\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"pdays\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"pdays\\\" AS REAL))) OVER (PARTITION BY \\\"contact\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"contact\\\", \\\"previous\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"contact\\\", item_col=\\\"previous\\\", and measure_col=\\\"pdays\\\". CAST was added because \\\"pdays\\\" is stored as TEXT in the SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22719,"cached_input_tokens":21888,"output_tokens":205}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06f4d62f47f7485c8b1c1ed28e9087ba32051e42 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"contact\", \"previous\",\n SUM(CAST(\"pdays\" AS REAL)) AS total_measure,\n SUM(CAST(\"pdays\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"pdays\" AS REAL))) OVER (PARTITION BY \"contact\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"contact\", \"previous\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"contact\", item_col=\"previous\", and measure_col=\"pdays\". CAST was added because \"pdays\" is stored as TEXT in the SQLite schema."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..43cf5cf67a1c50dc82a4b7265e88d4b992957e1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:32:55.073969Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:32:57.412717Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:33:07.972302Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bd7406796ea33428a227af0f4e42ff893fe3e13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=contact, measure_col=pdays. +Result preview: [{"contact": "unknown", "previous": "2", "total_measure": 10571.0, "share_within_group": 62.48374512353706}, {"contact": "cellular", "previous": "1", "total_measure": 604436.0, "share_within_group": 36.28326393061689}, {"contact": "unknown", "previous": "1", "total_measure": 5784.0, "share_within_group": 34.18843834968673}, {"contact": "telephone", "previous": "1", "total_measure": 41375.0, "share_within_group": 30.74265334175428}, {"contact": "cellular", "previous": "2", "total_measure": 443047.0, "share_within_group": 26.59535705131399}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..87eb542c2c7140f281171a979fa0c34b6be102bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_ae192eb2c486ced6 +-- problem_id: v2p_m8_f1a5ac4fc46ccca5 +-- realization_mode: agent +-- source_kind: agent +SELECT "contact", "previous", + SUM(CAST("pdays" AS REAL)) AS total_measure, + SUM(CAST("pdays" AS REAL)) * 100.0 / SUM(SUM(CAST("pdays" AS REAL))) OVER (PARTITION BY "contact") AS share_within_group +FROM "m8" +GROUP BY "contact", "previous" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a71e2950e236d9afd517cb8ba4cad38f5d44f1f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"contact\", \"previous\",\n SUM(CAST(\"pdays\" AS REAL)) AS total_measure,\n SUM(CAST(\"pdays\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"pdays\" AS REAL))) OVER (PARTITION BY \"contact\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"contact\", \"previous\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"contact\\\", \\\"previous\\\",\\n SUM(CAST(\\\"pdays\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"pdays\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"pdays\\\" AS REAL))) OVER (PARTITION BY \\\"contact\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"contact\\\", \\\"previous\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"contact\", \"previous\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"contact\": \"unknown\", \"previous\": \"2\", \"total_measure\": 10571.0, \"share_within_group\": 62.48374512353706}, {\"contact\": \"cellular\", \"previous\": \"1\", \"total_measure\": 604436.0, \"share_within_group\": 36.28326393061689}, {\"contact\": \"unknown\", \"previous\": \"1\", \"total_measure\": 5784.0, \"share_within_group\": 34.18843834968673}, {\"contact\": \"telephone\", \"previous\": \"1\", \"total_measure\": 41375.0, \"share_within_group\": 30.74265334175428}, {\"contact\": \"cellular\", \"previous\": \"2\", \"total_measure\": 443047.0, \"share_within_group\": 26.59535705131399}, {\"contact\": \"telephone\", \"previous\": \"2\", \"total_measure\": 31702.0, \"share_within_group\": 23.555373927257868}, {\"contact\": \"unknown\", \"previous\": \"3\", \"total_measure\": 3223.0, \"share_within_group\": 19.05071521456437}, {\"contact\": \"unknown\", \"previous\": \"5\", \"total_measure\": 2386.0, \"share_within_group\": 14.103321905662607}, {\"contact\": \"telephone\", \"previous\": \"3\", \"total_measure\": 18676.0, \"share_within_group\": 13.876732176691311}, {\"contact\": \"cellular\", \"previous\": \"3\", \"total_measure\": 223078.0, \"share_within_group\": 13.390992513871039}, {\"contact\": \"unknown\", \"previous\": \"6\", \"total_measure\": 2175.0, \"share_within_group\": 12.85612956614257}, {\"contact\": \"unknown\", \"previous\": \"7\", \"total_measure\": 1845.0, \"share_within_group\": 10.905544390589904}, {\"contact\": \"unknown\", \"previous\": \"12\", \"total_measure\": 1587.0, \"share_within_group\": 9.38054143515782}, {\"contact\": \"telephone\", \"previous\": \"4\", \"total_measure\": 12122.0, \"share_within_group\": 9.006947282386596}, {\"contact\": \"cellular\", \"previous\": \"4\", \"total_measure\": 141806.0, \"share_within_group\": 8.512372732506103}, {\"contact\": \"unknown\", \"previous\": \"4\", \"total_measure\": 1309.0, \"share_within_group\": 7.7373211963589075}, {\"contact\": \"telephone\", \"previous\": \"5\", \"total_measure\": 7929.0, \"share_within_group\": 5.891444068804102}, {\"contact\": \"cellular\", \"previous\": \"5\", \"total_measure\": 84085.0, \"share_within_group\": 5.047479381780572}, {\"contact\": \"unknown\", \"previous\": \"41\", \"total_measure\": 778.0, \"share_within_group\": 4.598652322969619}, {\"contact\": \"telephone\", \"previous\": \"7\", \"total_measure\": 6042.0, \"share_within_group\": 4.489356168963852}, {\"contact\": \"telephone\", \"previous\": \"6\", \"total_measure\": 5343.0, \"share_within_group\": 3.9699817958910724}, {\"contact\": \"cellular\", \"previous\": \"6\", \"total_measure\": 48281.0, \"share_within_group\": 2.898226223841919}, {\"contact\": \"cellular\", \"previous\": \"7\", \"total_measure\": 33364.0, \"share_within_group\": 2.0027841124305996}, {\"contact\": \"telephone\", \"previous\": \"10\", \"total_measure\": 2280.0, \"share_within_group\": 1.694096667533529}, {\"contact\": \"telephone\", \"previous\": \"9\", \"total_measure\": 2054.0, \"share_within_group\": 1.526173050488539}, {\"contact\": \"cellular\", \"previous\": \"8\", \"total_measure\": 23733.0, \"share_within_group\": 1.424651580755168}, {\"contact\": \"telephone\", \"previous\": \"11\", \"total_measure\": 1862.0, \"share_within_group\": 1.3835122784857155}, {\"contact\": \"telephone\", \"previous\": \"12\", \"total_measure\": 1671.0, \"share_within_group\": 1.2415945313370733}, {\"contact\": \"cellular\", \"previous\": \"9\", \"total_measure\": 18179.0, \"share_within_group\": 1.0912544173323304}, {\"contact\": \"telephone\", \"previous\": \"8\", \"total_measure\": 1215.0, \"share_within_group\": 0.9027751978303674}, {\"contact\": \"cellular\", \"previous\": \"11\", \"total_measure\": 12852.0, \"share_within_group\": 0.7714836774055289}, {\"contact\": \"telephone\", \"previous\": \"13\", \"total_measure\": 924.0, \"share_within_group\": 0.6865549652635881}, {\"contact\": \"cellular\", \"previous\": \"10\", \"total_measure\": 11196.0, \"share_within_group\": 0.6720768170115392}, {\"contact\": \"telephone\", \"previous\": \"17\", \"total_measure\": 887.0, \"share_within_group\": 0.6590630456588773}, {\"contact\": \"unknown\", \"previous\": \"21\", \"total_measure\": 109.0, \"share_within_group\": 0.6442841943492138}, {\"contact\": \"unknown\", \"previous\": \"11\", \"total_measure\": 101.0, \"share_within_group\": 0.5969972810024826}, {\"contact\": \"telephone\", \"previous\": \"15\", \"total_measure\": 601.0, \"share_within_group\": 0.4465579373630048}, {\"contact\": \"cellular\", \"previous\": \"13\", \"total_measure\": 7191.0, \"share_within_group\": 0.4316634861673793}, {\"contact\": \"telephone\", \"previous\": \"18\", \"total_measure\": 576.0, \"share_within_group\": 0.4279823160084705}, {\"contact\": \"cellular\", \"previous\": \"12\", \"total_measure\": 6611.0, \"share_within_group\": 0.39684707371054717}, {\"contact\": \"telephone\", \"previous\": \"24\", \"total_measure\": 324.0, \"share_within_group\": 0.24074005275476465}, {\"contact\": \"cellular\", \"previous\": \"15\", \"total_measure\": 3898.0, \"share_within_group\": 0.2339903030288478}, {\"contact\": \"telephone\", \"previous\": \"29\", \"total_measure\": 284.0, \"share_within_group\": 0.21101905858750974}, {\"contact\": \"cellular\", \"previous\": \"14\", \"total_measure\": 3204.0, \"share_within_group\": 0.19233066467532794}, {\"contact\": \"telephone\", \"previous\": \"28\", \"total_measure\": 229.0, \"share_within_group\": 0.17015269160753427}, {\"contact\": \"cellular\", \"previous\": \"17\", \"total_measure\": 2825.0, \"share_within_group\": 0.16957993998370832}, {\"contact\": \"cellular\", \"previous\": \"16\", \"total_measure\": 2714.0, \"share_within_group\": 0.1629167989790387}, {\"contact\": \"cellular\", \"previous\": \"19\", \"total_measure\": 2553.0, \"share_within_group\": 0.15325224310740082}, {\"contact\": \"telephone\", \"previous\": \"25\", \"total_measure\": 183.0, \"share_within_group\": 0.13597354831519115}, {\"contact\": \"telephone\", \"previous\": \"20\", \"total_measure\": 178.0, \"share_within_group\": 0.13225842404428428}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 48.66}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3329c0bcee98f81592b36a0fdce1b45ef8a3cbcf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:32:54.884492+00:00", + "ended_at": "2026-05-04T08:33:09.033925+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_ae192eb2c486ced6", + "problem_id": "v2p_m8_f1a5ac4fc46ccca5", + "dataset_id": "m8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=contact, measure_col=pdays.", + "bindings": { + "group_col": "contact", + "measure_col": "pdays", + "item_col": "previous", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=11", + "sql_variant_index=1/2", + "binding_index=82" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_ae192eb2c486ced6.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_ae192eb2c486ced6", + "api_calls": 0, + "input_tokens": 22719, + "cached_input_tokens": 21888, + "output_tokens": 205, + "total_tokens": 22924, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2628, + "estimated_output_tokens": 150, + "estimated_total_tokens": 2778, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14062.36, + "sql_execution_elapsed_ms_total": 48.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_ae192eb2c486ced6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f592606589adf5210bce5b30eceb7fbca66003f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ae192eb2c486ced6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:33:08.975896+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14062.36, "started_at": "2026-05-04T08:32:54.895072+00:00", "ended_at": "2026-05-04T08:33:08.957904+00:00", "prompt_metrics": {"chars": 9362, "bytes_utf8": 9362, "lines": 302, "estimated_tokens": 2628}, "response_metrics": {"chars": 550, "bytes_utf8": 550, "lines": 1, "estimated_tokens": 150}, "usage": {"input_tokens": 22719, "cached_input_tokens": 21888, "output_tokens": 205}, "stderr_preview": "2026-05-04T08:32:55.073969Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:32:57.412717Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=pdays, measure_col=duration.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "pdays", + "measure_col": "duration", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 254.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..36b7c09c53639bdb7dbc7cfbeb422dddf735eda1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22a-5272-7163-93a2-f362dd1dae4d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n CAST(\\\"duration\\\" AS REAL) AS \\\"duration_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"pdays\\\"\\n ORDER BY CAST(\\\"duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"pdays\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"pdays\\\" IS NOT NULL\\n AND \\\"duration\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n \\\"duration_value\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"pdays\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"target_rn\\\" THEN \\\"duration_value\\\" END) AS \\\"percentile_measure\\\"\\nFROM (\\n SELECT\\n r.\\\"pdays\\\",\\n r.\\\"duration_value\\\",\\n r.\\\"rn\\\",\\n p.\\\"target_rn\\\"\\n FROM \\\"ranked\\\" AS r\\n JOIN \\\"percentile_pick\\\" AS p\\n ON r.\\\"pdays\\\" = p.\\\"pdays\\\"\\n AND r.\\\"duration_value\\\" = p.\\\"duration_value\\\"\\n AND r.\\\"cnt\\\" = p.\\\"cnt\\\"\\n)\\nGROUP BY \\\"pdays\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank approximation of the 95th percentile within each \\\"pdays\\\" group on CAST(\\\"duration\\\" AS REAL), and applies the provided minimum group size of 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22639,"cached_input_tokens":19840,"output_tokens":750}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b00bb57074e1ac5c428d31ca47a56e65ff937db4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"pdays\",\n CAST(\"duration\" AS REAL) AS \"duration_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"pdays\"\n ORDER BY CAST(\"duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"pdays\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"pdays\" IS NOT NULL\n AND \"duration\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"pdays\",\n \"duration_value\",\n \"cnt\",\n CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"pdays\",\n MAX(CASE WHEN \"rn\" = \"target_rn\" THEN \"duration_value\" END) AS \"percentile_measure\"\nFROM (\n SELECT\n r.\"pdays\",\n r.\"duration_value\",\n r.\"rn\",\n p.\"target_rn\"\n FROM \"ranked\" AS r\n JOIN \"percentile_pick\" AS p\n ON r.\"pdays\" = p.\"pdays\"\n AND r.\"duration_value\" = p.\"duration_value\"\n AND r.\"cnt\" = p.\"cnt\"\n)\nGROUP BY \"pdays\"\nHAVING COUNT(*) >= 5\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank approximation of the 95th percentile within each \"pdays\" group on CAST(\"duration\" AS REAL), and applies the provided minimum group size of 5."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bef2aa89e88ea037a5ab5cea7c6445c99a38e30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:45:53.282430Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:45:56.001869Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:46:15.741016Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f33a0f33b3759a66f40a4117c093fee9292b3fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=pdays, measure_col=duration. +Result preview: [{"pdays": "28", "percentile_measure": 2219.0}, {"pdays": "257", "percentile_measure": 2062.0}, {"pdays": "317", "percentile_measure": 2053.0}, {"pdays": "205", "percentile_measure": 1823.0}, {"pdays": "62", "percentile_measure": 1745.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e374a65d6443182f5991fd1ef665756214bc119e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/generated_sql.sql @@ -0,0 +1,52 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_b13e7869db853a38 +-- problem_id: v2p_m8_fd227da654e0da7f +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "pdays", + CAST("duration" AS REAL) AS "duration_value", + ROW_NUMBER() OVER ( + PARTITION BY "pdays" + ORDER BY CAST("duration" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "pdays") AS "cnt" + FROM "m8" + WHERE "pdays" IS NOT NULL + AND "duration" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "pdays", + "duration_value", + "cnt", + CAST((0.95 * "cnt") + 0.999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "pdays", + MAX(CASE WHEN "rn" = "target_rn" THEN "duration_value" END) AS "percentile_measure" +FROM ( + SELECT + r."pdays", + r."duration_value", + r."rn", + p."target_rn" + FROM "ranked" AS r + JOIN "percentile_pick" AS p + ON r."pdays" = p."pdays" + AND r."duration_value" = p."duration_value" + AND r."cnt" = p."cnt" +) +GROUP BY "pdays" +HAVING COUNT(*) >= 5 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee13c9343ec2a1f5a6ea5d10e2c412c954e3810a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"pdays\",\n CAST(\"duration\" AS REAL) AS \"duration_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"pdays\"\n ORDER BY CAST(\"duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"pdays\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"pdays\" IS NOT NULL\n AND \"duration\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"pdays\",\n \"duration_value\",\n \"cnt\",\n CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"pdays\",\n MAX(CASE WHEN \"rn\" = \"target_rn\" THEN \"duration_value\" END) AS \"percentile_measure\"\nFROM (\n SELECT\n r.\"pdays\",\n r.\"duration_value\",\n r.\"rn\",\n p.\"target_rn\"\n FROM \"ranked\" AS r\n JOIN \"percentile_pick\" AS p\n ON r.\"pdays\" = p.\"pdays\"\n AND r.\"duration_value\" = p.\"duration_value\"\n AND r.\"cnt\" = p.\"cnt\"\n)\nGROUP BY \"pdays\"\nHAVING COUNT(*) >= 5\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n CAST(\\\"duration\\\" AS REAL) AS \\\"duration_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"pdays\\\"\\n ORDER BY CAST(\\\"duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"pdays\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"pdays\\\" IS NOT NULL\\n AND \\\"duration\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n \\\"duration_value\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"pdays\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"target_rn\\\" THEN \\\"duration_value\\\" END) AS \\\"percentile_measure\\\"\\nFROM (\\n SELECT\\n r.\\\"pdays\\\",\\n r.\\\"duration_value\\\",\\n r.\\\"rn\\\",\\n p.\\\"target_rn\\\"\\n FROM \\\"ranked\\\" AS r\\n JOIN \\\"percentile_pick\\\" AS p\\n ON r.\\\"pdays\\\" = p.\\\"pdays\\\"\\n AND r.\\\"duration_value\\\" = p.\\\"duration_value\\\"\\n AND r.\\\"cnt\\\" = p.\\\"cnt\\\"\\n)\\nGROUP BY \\\"pdays\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"pdays\", \"percentile_measure\"], \"rows\": [{\"pdays\": \"28\", \"percentile_measure\": 2219.0}, {\"pdays\": \"257\", \"percentile_measure\": 2062.0}, {\"pdays\": \"317\", \"percentile_measure\": 2053.0}, {\"pdays\": \"205\", \"percentile_measure\": 1823.0}, {\"pdays\": \"62\", \"percentile_measure\": 1745.0}, {\"pdays\": \"286\", \"percentile_measure\": 1710.0}, {\"pdays\": \"246\", \"percentile_measure\": 1579.0}, {\"pdays\": \"234\", \"percentile_measure\": 1579.0}, {\"pdays\": \"139\", \"percentile_measure\": 1573.0}, {\"pdays\": \"31\", \"percentile_measure\": 1551.0}, {\"pdays\": \"153\", \"percentile_measure\": 1548.0}, {\"pdays\": \"284\", \"percentile_measure\": 1514.0}, {\"pdays\": \"143\", \"percentile_measure\": 1472.0}, {\"pdays\": \"318\", \"percentile_measure\": 1426.0}, {\"pdays\": \"461\", \"percentile_measure\": 1422.0}, {\"pdays\": \"209\", \"percentile_measure\": 1370.0}, {\"pdays\": \"391\", \"percentile_measure\": 1361.0}, {\"pdays\": \"374\", \"percentile_measure\": 1357.0}, {\"pdays\": \"138\", \"percentile_measure\": 1353.0}, {\"pdays\": \"312\", \"percentile_measure\": 1313.0}, {\"pdays\": \"210\", \"percentile_measure\": 1265.0}, {\"pdays\": \"333\", \"percentile_measure\": 1259.0}, {\"pdays\": \"122\", \"percentile_measure\": 1258.0}, {\"pdays\": \"146\", \"percentile_measure\": 1232.0}, {\"pdays\": \"385\", \"percentile_measure\": 1207.0}, {\"pdays\": \"306\", \"percentile_measure\": 1203.0}, {\"pdays\": \"135\", \"percentile_measure\": 1203.0}, {\"pdays\": \"155\", \"percentile_measure\": 1199.0}, {\"pdays\": \"412\", \"percentile_measure\": 1193.0}, {\"pdays\": \"302\", \"percentile_measure\": 1190.0}, {\"pdays\": \"141\", \"percentile_measure\": 1190.0}, {\"pdays\": \"320\", \"percentile_measure\": 1187.0}, {\"pdays\": \"160\", \"percentile_measure\": 1184.0}, {\"pdays\": \"178\", \"percentile_measure\": 1178.0}, {\"pdays\": \"278\", \"percentile_measure\": 1173.0}, {\"pdays\": \"203\", \"percentile_measure\": 1164.0}, {\"pdays\": \"192\", \"percentile_measure\": 1160.0}, {\"pdays\": \"345\", \"percentile_measure\": 1156.0}, {\"pdays\": \"276\", \"percentile_measure\": 1148.0}, {\"pdays\": \"255\", \"percentile_measure\": 1139.0}, {\"pdays\": \"114\", \"percentile_measure\": 1139.0}, {\"pdays\": \"251\", \"percentile_measure\": 1130.0}, {\"pdays\": \"262\", \"percentile_measure\": 1109.0}, {\"pdays\": \"88\", \"percentile_measure\": 1104.0}, {\"pdays\": \"131\", \"percentile_measure\": 1081.0}, {\"pdays\": \"175\", \"percentile_measure\": 1076.0}, {\"pdays\": \"14\", \"percentile_measure\": 1075.0}, {\"pdays\": \"217\", \"percentile_measure\": 1074.0}, {\"pdays\": \"303\", \"percentile_measure\": 1064.0}, {\"pdays\": \"361\", \"percentile_measure\": 1063.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2816.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..abf2a22bf0ff1b8e3f0cc41c724345de9c5e4a70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:45:52.939422+00:00", + "ended_at": "2026-05-04T08:46:19.362229+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_b13e7869db853a38", + "problem_id": "v2p_m8_fd227da654e0da7f", + "dataset_id": "m8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=pdays, measure_col=duration.", + "bindings": { + "group_col": "pdays", + "measure_col": "duration", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 254.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_b13e7869db853a38.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b13e7869db853a38", + "api_calls": 0, + "input_tokens": 22639, + "cached_input_tokens": 19840, + "output_tokens": 750, + "total_tokens": 23389, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2548, + "estimated_output_tokens": 396, + "estimated_total_tokens": 2944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23534.83, + "sql_execution_elapsed_ms_total": 2816.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_b13e7869db853a38\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e3b683d3f2e58c139c4bec0d441886e3b13accf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b13e7869db853a38/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:46:16.524800+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23534.83, "started_at": "2026-05-04T08:45:52.962304+00:00", "ended_at": "2026-05-04T08:46:16.497689+00:00", "prompt_metrics": {"chars": 9136, "bytes_utf8": 9136, "lines": 300, "estimated_tokens": 2548}, "response_metrics": {"chars": 1290, "bytes_utf8": 1290, "lines": 1, "estimated_tokens": 396}, "usage": {"input_tokens": 22639, "cached_input_tokens": 19840, "output_tokens": 750}, "stderr_preview": "2026-05-04T08:45:53.282430Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:45:56.001869Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=contact, measure_col=balance.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "contact", + "measure_col": "balance", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..927b4614f52186d2971f6491f790aff307ee0c06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df232-1528-7591-a8fc-b4efb1ccab6a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"contact\\\", SUM(CAST(\\\"balance\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"contact\\\"\\nHAVING SUM(CAST(\\\"balance\\\" AS REAL)) > 927.6\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"contact\\\" and measure_col=\\\"balance\\\". CAST to REAL was added because the schema stores \\\"balance\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":21888,"output_tokens":157}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03db645ebae094061cb78baa503e125a26e0d0a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"contact\", SUM(CAST(\"balance\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"contact\"\nHAVING SUM(CAST(\"balance\" AS REAL)) > 927.6\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"contact\" and measure_col=\"balance\". CAST to REAL was added because the schema stores \"balance\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..557edccd59d572c8a204dbf2245b93e9b30878e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:54:21.823658Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:54:24.207553Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:54:32.322080Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..db3296630b77d6e390f531508ff3510e425bf1d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=contact, measure_col=balance. +Result preview: [{"contact": "cellular", "total_measure": 40938292.0}, {"contact": "unknown", "total_measure": 15409826.0}, {"contact": "telephone", "total_measure": 5241564.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c70a611d746636fbb6dc98fe3e57a8741bdb1ed3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_b167293ab59c8920 +-- problem_id: v2p_m8_2cd41759dada34d6 +-- realization_mode: agent +-- source_kind: agent +SELECT "contact", SUM(CAST("balance" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "contact" +HAVING SUM(CAST("balance" AS REAL)) > 927.6 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b2aa09b977d11b26ccac089668d5b9ea75b19d27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"contact\", SUM(CAST(\"balance\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"contact\"\nHAVING SUM(CAST(\"balance\" AS REAL)) > 927.6\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"contact\\\", SUM(CAST(\\\"balance\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"contact\\\"\\nHAVING SUM(CAST(\\\"balance\\\" AS REAL)) > 927.6\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"contact\", \"total_measure\"], \"rows\": [{\"contact\": \"cellular\", \"total_measure\": 40938292.0}, {\"contact\": \"unknown\", \"total_measure\": 15409826.0}, {\"contact\": \"telephone\", \"total_measure\": 5241564.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.14}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3cf3900055355c4a2ebe2e69e0e6db8707a50cf9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:54:21.564840+00:00", + "ended_at": "2026-05-04T08:54:33.204667+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_b167293ab59c8920", + "problem_id": "v2p_m8_2cd41759dada34d6", + "dataset_id": "m8", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=contact, measure_col=balance.", + "bindings": { + "group_col": "contact", + "measure_col": "balance", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=127" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_b167293ab59c8920.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b167293ab59c8920", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 22799, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2665, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11576.01, + "sql_execution_elapsed_ms_total": 27.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_b167293ab59c8920\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd6cc8a0f761ff3f36f28d3f386547878096378e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:54:33.169211+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11576.01, "started_at": "2026-05-04T08:54:21.573093+00:00", "ended_at": "2026-05-04T08:54:33.149261+00:00", "prompt_metrics": {"chars": 9126, "bytes_utf8": 9126, "lines": 300, "estimated_tokens": 2553}, "response_metrics": {"chars": 440, "bytes_utf8": 440, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 157}, "stderr_preview": "2026-05-04T08:54:21.823658Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:54:24.207553Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 927.6\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"contact\\\" and measure_col=\\\"balance\\\". CAST to REAL was added because the schema stores \\\"balance\\\" as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a0d917c31ff1549ed2f5915cee44bd5a90847471 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b167293ab59c8920/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b167293ab59c8920", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 22799, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2665, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11576.01, + "sql_execution_elapsed_ms_total": 27.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_b167293ab59c8920\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e7555e703d5f0801892ee6e0481ce25fa258a9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9130, "bytes_utf8": 9130, "lines": 300, "estimated_tokens": 2553}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 166}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1f9c876abeafbb3a9e99dcadec6f16df9e08a27a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b2cbcf33aba15779", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 166, + "total_tokens": 22808, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11776.17, + "sql_execution_elapsed_ms_total": 32.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_b2cbcf33aba15779\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0e2ee33605446457a2a89a504ec3d671429c2cb5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:52:45.506367+00:00", + "ended_at": "2026-05-04T08:52:57.279483+00:00", + "elapsed_ms": 11776.17, + "prompt_metrics": { + "chars": 9130, + "bytes_utf8": 9130, + "lines": 300, + "estimated_tokens": 2553 + }, + "stdout_metrics": { + "chars": 776, + "bytes_utf8": 776, + "lines": 4, + "estimated_tokens": 221 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13192 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 442, + "bytes_utf8": 442, + "lines": 1, + "estimated_tokens": 110 + }, + "usage": { + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 166 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73179c9a8753e499fbb47634ac12d95e2063f4a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=education, measure_col=campaign.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "education", + "measure_col": "campaign", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..90eca2f4768a285a8bdb2b3a815ccc94508cbb61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df230-9de8-7ec1-853d-c3800025b979"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"education\\\", SUM(CAST(\\\"campaign\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nHAVING SUM(CAST(\\\"campaign\\\" AS REAL)) > 2.0\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Applied the planned Thresholded Group Ranking template with group_col=\\\"education\\\" and measure_col=\\\"campaign\\\". CAST was added because the schema stores \\\"campaign\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":21888,"output_tokens":166}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b695d06c7f04ed4925391e2d410f13fe88632575 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"education\", SUM(CAST(\"campaign\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"education\"\nHAVING SUM(CAST(\"campaign\" AS REAL)) > 2.0\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Applied the planned Thresholded Group Ranking template with group_col=\"education\" and measure_col=\"campaign\". CAST was added because the schema stores \"campaign\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dfa92c82adb1ac915f981edf75c3f98e683f6e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:52:45.762221Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:52:48.078304Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:52:56.269069Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..98a1f271b71ec82c2f0c92450b71e119cc98492c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=education, measure_col=campaign. +Result preview: [{"education": "secondary", "total_measure": 62664.0}, {"education": "tertiary", "total_measure": 37583.0}, {"education": "primary", "total_measure": 19418.0}, {"education": "unknown", "total_measure": 5291.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b4ff2371b3b51799d8b8c4a2cc02c97848c296c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_b2cbcf33aba15779 +-- problem_id: v2p_m8_2bd84c4c94f69079 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", SUM(CAST("campaign" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "education" +HAVING SUM(CAST("campaign" AS REAL)) > 2.0 +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..685453539e390549d36ce0daa8aab01aeab37e8a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"education\", SUM(CAST(\"campaign\" AS REAL)) AS total_measure\nFROM \"m8\"\nGROUP BY \"education\"\nHAVING SUM(CAST(\"campaign\" AS REAL)) > 2.0\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"education\\\", SUM(CAST(\\\"campaign\\\" AS REAL)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nHAVING SUM(CAST(\\\"campaign\\\" AS REAL)) > 2.0\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"education\", \"total_measure\"], \"rows\": [{\"education\": \"secondary\", \"total_measure\": 62664.0}, {\"education\": \"tertiary\", \"total_measure\": 37583.0}, {\"education\": \"primary\", \"total_measure\": 19418.0}, {\"education\": \"unknown\", \"total_measure\": 5291.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 32.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4bc0462d253f7f7b8819b9b1ce8a88f33ab31c48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:52:45.498599+00:00", + "ended_at": "2026-05-04T08:52:57.340180+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_b2cbcf33aba15779", + "problem_id": "v2p_m8_2bd84c4c94f69079", + "dataset_id": "m8", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=education, measure_col=campaign.", + "bindings": { + "group_col": "education", + "measure_col": "campaign", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=123" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_b2cbcf33aba15779.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b2cbcf33aba15779", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 166, + "total_tokens": 22808, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11776.17, + "sql_execution_elapsed_ms_total": 32.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_b2cbcf33aba15779\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b1ebd203ba210f829336afd6667500b09980aee8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:52:57.289736+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11776.17, "started_at": "2026-05-04T08:52:45.506367+00:00", "ended_at": "2026-05-04T08:52:57.279483+00:00", "prompt_metrics": {"chars": 9130, "bytes_utf8": 9130, "lines": 300, "estimated_tokens": 2553}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 166}, "stderr_preview": "2026-05-04T08:52:45.762221Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:52:48.078304Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.0\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Applied the planned Thresholded Group Ranking template with group_col=\\\"education\\\" and measure_col=\\\"campaign\\\". CAST was added because the schema stores \\\"campaign\\\" as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..74627031426dc0d4305f7c802e3201aa8bd3da4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b2cbcf33aba15779/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b2cbcf33aba15779", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 166, + "total_tokens": 22808, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11776.17, + "sql_execution_elapsed_ms_total": 32.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_b2cbcf33aba15779\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8783c43fcf4fad95d024b25115e444d922634517 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9121, "bytes_utf8": 9121, "lines": 300, "estimated_tokens": 2547}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 490, "bytes_utf8": 490, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 233}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e6d44349a065d985869f75a803d4e47eaadb63b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b4a1fe07ec3faf51", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 233, + "total_tokens": 22871, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12792.95, + "sql_execution_elapsed_ms_total": 24.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_b4a1fe07ec3faf51\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1e24ba72b5f0b8367249a08f2dc70c47a81b25b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:49:03.960980+00:00", + "ended_at": "2026-05-04T08:49:16.753559+00:00", + "elapsed_ms": 12792.95, + "prompt_metrics": { + "chars": 9121, + "bytes_utf8": 9121, + "lines": 300, + "estimated_tokens": 2547 + }, + "stdout_metrics": { + "chars": 811, + "bytes_utf8": 811, + "lines": 4, + "estimated_tokens": 217 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13190 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 490, + "bytes_utf8": 490, + "lines": 1, + "estimated_tokens": 113 + }, + "usage": { + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 233 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87903caeddc4476214c045f3554bf01e1f0d3ef1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=age, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "age", + "measure_col": "age", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bea248889faf3c666f5173a1eab6e2a4a270889a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22d-3c6e-7520-af4b-e12bd3e59c73"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT \\\"age\\\",\\n CAST(\\\"age\\\" AS REAL) AS percentile_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nORDER BY percentile_measure DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are bound to \\\"age\\\", every row within an age group has the same measure value, so the 95th percentile within each group is exactly that age value. This preserves the template intent in a SQLite-compatible way.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":21888,"output_tokens":233}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe73810ab3bf1d4155f6f5646da070fe419136dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT \"age\",\n CAST(\"age\" AS REAL) AS percentile_measure\nFROM \"m8\"\nGROUP BY \"age\"\nORDER BY percentile_measure DESC;","notes":"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are bound to \"age\", every row within an age group has the same measure value, so the 95th percentile within each group is exactly that age value. This preserves the template intent in a SQLite-compatible way."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f95a6f94441c0056bbbbac4229c5bd489232c0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:49:04.202664Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:49:06.575629Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:49:15.939058Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d4871c30da699715e9a9dc80798a0f36eb200b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=age, measure_col=age. +Result preview: [{"age": "95", "percentile_measure": 95.0}, {"age": "94", "percentile_measure": 94.0}, {"age": "93", "percentile_measure": 93.0}, {"age": "92", "percentile_measure": 92.0}, {"age": "90", "percentile_measure": 90.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..67905345454be7998632ce2daa5bdd7e7a4ba7ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_b4a1fe07ec3faf51 +-- problem_id: v2p_m8_865f91eacf4cf98f +-- realization_mode: agent +-- source_kind: agent +SELECT "age", + CAST("age" AS REAL) AS percentile_measure +FROM "m8" +GROUP BY "age" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4a6d6f52e3d4ddd3d8a4efba72f9f2b4547fef7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nSELECT \"age\",\n CAST(\"age\" AS REAL) AS percentile_measure\nFROM \"m8\"\nGROUP BY \"age\"\nORDER BY percentile_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nSELECT \\\"age\\\",\\n CAST(\\\"age\\\" AS REAL) AS percentile_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nORDER BY percentile_measure DESC;\", \"columns\": [\"age\", \"percentile_measure\"], \"rows\": [{\"age\": \"95\", \"percentile_measure\": 95.0}, {\"age\": \"94\", \"percentile_measure\": 94.0}, {\"age\": \"93\", \"percentile_measure\": 93.0}, {\"age\": \"92\", \"percentile_measure\": 92.0}, {\"age\": \"90\", \"percentile_measure\": 90.0}, {\"age\": \"89\", \"percentile_measure\": 89.0}, {\"age\": \"88\", \"percentile_measure\": 88.0}, {\"age\": \"87\", \"percentile_measure\": 87.0}, {\"age\": \"86\", \"percentile_measure\": 86.0}, {\"age\": \"85\", \"percentile_measure\": 85.0}, {\"age\": \"84\", \"percentile_measure\": 84.0}, {\"age\": \"83\", \"percentile_measure\": 83.0}, {\"age\": \"82\", \"percentile_measure\": 82.0}, {\"age\": \"81\", \"percentile_measure\": 81.0}, {\"age\": \"80\", \"percentile_measure\": 80.0}, {\"age\": \"79\", \"percentile_measure\": 79.0}, {\"age\": \"78\", \"percentile_measure\": 78.0}, {\"age\": \"77\", \"percentile_measure\": 77.0}, {\"age\": \"76\", \"percentile_measure\": 76.0}, {\"age\": \"75\", \"percentile_measure\": 75.0}, {\"age\": \"74\", \"percentile_measure\": 74.0}, {\"age\": \"73\", \"percentile_measure\": 73.0}, {\"age\": \"72\", \"percentile_measure\": 72.0}, {\"age\": \"71\", \"percentile_measure\": 71.0}, {\"age\": \"70\", \"percentile_measure\": 70.0}, {\"age\": \"69\", \"percentile_measure\": 69.0}, {\"age\": \"68\", \"percentile_measure\": 68.0}, {\"age\": \"67\", \"percentile_measure\": 67.0}, {\"age\": \"66\", \"percentile_measure\": 66.0}, {\"age\": \"65\", \"percentile_measure\": 65.0}, {\"age\": \"64\", \"percentile_measure\": 64.0}, {\"age\": \"63\", \"percentile_measure\": 63.0}, {\"age\": \"62\", \"percentile_measure\": 62.0}, {\"age\": \"61\", \"percentile_measure\": 61.0}, {\"age\": \"60\", \"percentile_measure\": 60.0}, {\"age\": \"59\", \"percentile_measure\": 59.0}, {\"age\": \"58\", \"percentile_measure\": 58.0}, {\"age\": \"57\", \"percentile_measure\": 57.0}, {\"age\": \"56\", \"percentile_measure\": 56.0}, {\"age\": \"55\", \"percentile_measure\": 55.0}, {\"age\": \"54\", \"percentile_measure\": 54.0}, {\"age\": \"53\", \"percentile_measure\": 53.0}, {\"age\": \"52\", \"percentile_measure\": 52.0}, {\"age\": \"51\", \"percentile_measure\": 51.0}, {\"age\": \"50\", \"percentile_measure\": 50.0}, {\"age\": \"49\", \"percentile_measure\": 49.0}, {\"age\": \"48\", \"percentile_measure\": 48.0}, {\"age\": \"47\", \"percentile_measure\": 47.0}, {\"age\": \"46\", \"percentile_measure\": 46.0}, {\"age\": \"45\", \"percentile_measure\": 45.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 24.52}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..62e527f3f6b0e0a212fa6c67dfae66633b4973d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:49:03.951845+00:00", + "ended_at": "2026-05-04T08:49:16.803155+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_b4a1fe07ec3faf51", + "problem_id": "v2p_m8_865f91eacf4cf98f", + "dataset_id": "m8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=age, measure_col=age.", + "bindings": { + "group_col": "age", + "measure_col": "age", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=105" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_b4a1fe07ec3faf51.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b4a1fe07ec3faf51", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 233, + "total_tokens": 22871, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12792.95, + "sql_execution_elapsed_ms_total": 24.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_b4a1fe07ec3faf51\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c9f75ff372bf102cb2586143f8cf977b1d3cf36c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b4a1fe07ec3faf51/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:49:16.770030+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12792.95, "started_at": "2026-05-04T08:49:03.960980+00:00", "ended_at": "2026-05-04T08:49:16.753559+00:00", "prompt_metrics": {"chars": 9121, "bytes_utf8": 9121, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 490, "bytes_utf8": 490, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 233}, "stderr_preview": "2026-05-04T08:49:04.202664Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:49:06.575629Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b5894444a8786210/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b5894444a8786210/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac085e314daac851c1ff8525b0efc608da6fad75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b5894444a8786210/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_b5894444a8786210\n-- problem_id: v2p_m8_ef72217999aad45b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"duration\",\n COUNT(*) AS support,\n AVG(\"balance\") AS avg_response\nFROM \"m8\"\nGROUP BY \"duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_b5894444a8786210\\n-- problem_id: v2p_m8_ef72217999aad45b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"balance\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"duration\", \"support\", \"avg_response\"], \"rows\": [{\"duration\": \"124\", \"support\": 188, \"avg_response\": 1149.712765957447}, {\"duration\": \"90\", \"support\": 184, \"avg_response\": 1831.9673913043478}, {\"duration\": \"89\", \"support\": 177, \"avg_response\": 1201.2881355932204}, {\"duration\": \"114\", \"support\": 175, \"avg_response\": 1466.2742857142857}, {\"duration\": \"104\", \"support\": 175, \"avg_response\": 1113.777142857143}, {\"duration\": \"122\", \"support\": 175, \"avg_response\": 974.4342857142857}, {\"duration\": \"139\", \"support\": 174, \"avg_response\": 1527.896551724138}, {\"duration\": \"136\", \"support\": 174, \"avg_response\": 1351.4310344827586}, {\"duration\": \"112\", \"support\": 174, \"avg_response\": 914.2528735632184}, {\"duration\": \"121\", \"support\": 173, \"avg_response\": 1201.757225433526}, {\"duration\": \"88\", \"support\": 170, \"avg_response\": 1275.2235294117647}, {\"duration\": \"91\", \"support\": 170, \"avg_response\": 1251.394117647059}, {\"duration\": \"119\", \"support\": 170, \"avg_response\": 963.4235294117647}, {\"duration\": \"103\", \"support\": 169, \"avg_response\": 1573.4023668639054}, {\"duration\": \"92\", \"support\": 168, \"avg_response\": 1672.702380952381}, {\"duration\": \"123\", \"support\": 168, \"avg_response\": 1154.4761904761904}, {\"duration\": \"97\", \"support\": 168, \"avg_response\": 1150.6011904761904}, {\"duration\": \"113\", \"support\": 166, \"avg_response\": 1441.9036144578313}, {\"duration\": \"73\", \"support\": 166, \"avg_response\": 1422.3072289156626}, {\"duration\": \"81\", \"support\": 166, \"avg_response\": 1317.012048192771}, {\"duration\": \"85\", \"support\": 166, \"avg_response\": 1115.5722891566265}, {\"duration\": \"111\", \"support\": 166, \"avg_response\": 1007.777108433735}, {\"duration\": \"125\", \"support\": 165, \"avg_response\": 1558.8060606060606}, {\"duration\": \"108\", \"support\": 165, \"avg_response\": 1558.2121212121212}, {\"duration\": \"106\", \"support\": 165, \"avg_response\": 1342.648484848485}, {\"duration\": \"82\", \"support\": 165, \"avg_response\": 1033.581818181818}, {\"duration\": \"80\", \"support\": 164, \"avg_response\": 1131.0853658536585}, {\"duration\": \"126\", \"support\": 163, \"avg_response\": 1247.3680981595091}, {\"duration\": \"87\", \"support\": 163, \"avg_response\": 1059.7668711656443}, {\"duration\": \"101\", \"support\": 163, \"avg_response\": 980.5153374233129}, {\"duration\": \"98\", \"support\": 162, \"avg_response\": 1561.3827160493827}, {\"duration\": \"71\", \"support\": 162, \"avg_response\": 1412.851851851852}, {\"duration\": \"72\", \"support\": 161, \"avg_response\": 1383.4285714285713}, {\"duration\": \"150\", \"support\": 161, \"avg_response\": 1322.0310559006211}, {\"duration\": \"110\", \"support\": 161, \"avg_response\": 1071.9130434782608}, {\"duration\": \"102\", \"support\": 160, \"avg_response\": 1393.3375}, {\"duration\": \"135\", \"support\": 160, \"avg_response\": 1348.24375}, {\"duration\": \"76\", \"support\": 160, \"avg_response\": 1004.14375}, {\"duration\": \"166\", \"support\": 159, \"avg_response\": 1515.2012578616352}, {\"duration\": \"100\", \"support\": 159, \"avg_response\": 1294.446540880503}, {\"duration\": \"151\", \"support\": 157, \"avg_response\": 1426.6624203821657}, {\"duration\": \"157\", \"support\": 157, \"avg_response\": 1293.4649681528663}, {\"duration\": \"158\", \"support\": 156, \"avg_response\": 1451.9679487179487}, {\"duration\": \"109\", \"support\": 156, \"avg_response\": 1375.974358974359}, {\"duration\": \"95\", \"support\": 156, \"avg_response\": 988.224358974359}, {\"duration\": \"93\", \"support\": 155, \"avg_response\": 1538.6709677419356}, {\"duration\": \"77\", \"support\": 155, \"avg_response\": 1476.9612903225807}, {\"duration\": \"67\", \"support\": 155, \"avg_response\": 1417.8387096774193}, {\"duration\": \"96\", \"support\": 155, \"avg_response\": 1092.116129032258}, {\"duration\": \"144\", \"support\": 154, \"avg_response\": 1352.3376623376623}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 36.88}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b5894444a8786210/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b5894444a8786210/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eb6965beab416f4644b998da0d34d5515c1e9200 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b5894444a8786210/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.633575+00:00", + "ended_at": "2026-05-04T08:57:11.674590+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_b5894444a8786210", + "problem_id": "v2p_m8_ef72217999aad45b", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=balance, key_col=duration.", + "bindings": { + "key_col": "duration", + "measure_col": "balance", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_b5894444a8786210.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b5894444a8786210/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b5894444a8786210/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b5894444a8786210/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0962117e325ce5609d5d53c236fd09e05893f810 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9135, "bytes_utf8": 9135, "lines": 300, "estimated_tokens": 2551}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 801, "bytes_utf8": 801, "lines": 1, "estimated_tokens": 243}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 504}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..518698825b28999bfda06a90435e6b4eb337f0dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b6244da466408399", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 504, + "total_tokens": 23146, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2551, + "estimated_output_tokens": 243, + "estimated_total_tokens": 2794, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17691.51, + "sql_execution_elapsed_ms_total": 129.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_b6244da466408399\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6157b0f5be545b580a9f3b654a1d8e81c21c74b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:47:23.664071+00:00", + "ended_at": "2026-05-04T08:47:41.353842+00:00", + "elapsed_ms": 17691.51, + "prompt_metrics": { + "chars": 9135, + "bytes_utf8": 9135, + "lines": 300, + "estimated_tokens": 2551 + }, + "stdout_metrics": { + "chars": 1201, + "bytes_utf8": 1201, + "lines": 4, + "estimated_tokens": 399 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13218 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 801, + "bytes_utf8": 801, + "lines": 1, + "estimated_tokens": 243 + }, + "usage": { + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 504 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af160a8d1daca65b5062ce8aa97d34a0f82093c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=poutcome, measure_col=pdays.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "poutcome", + "measure_col": "pdays", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e4e99446db5c96aa7e3f7c0b6bb00afdaf43dd2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22b-b4c2-7710-a0b2-a26c7a3da3f4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"poutcome\\\",\\n CAST(\\\"pdays\\\" AS REAL) AS \\\"pdays_value\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"poutcome\\\"\\n ORDER BY CAST(\\\"pdays\\\" AS REAL)\\n ) AS \\\"cume_dist_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"pdays\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"poutcome\\\",\\n MIN(\\\"pdays_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cume_dist_value\\\" >= 0.95\\n GROUP BY \\\"poutcome\\\"\\n)\\nSELECT\\n \\\"poutcome\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to return the smallest pdays value at or above the 95th percentile within each poutcome group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":21888,"output_tokens":504}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2b60d4af130e64fb7ba93ccddf7d1dbb2fed0e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"poutcome\",\n CAST(\"pdays\" AS REAL) AS \"pdays_value\",\n CUME_DIST() OVER (\n PARTITION BY \"poutcome\"\n ORDER BY CAST(\"pdays\" AS REAL)\n ) AS \"cume_dist_value\"\n FROM \"m8\"\n WHERE \"pdays\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"poutcome\",\n MIN(\"pdays_value\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"cume_dist_value\" >= 0.95\n GROUP BY \"poutcome\"\n)\nSELECT\n \"poutcome\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to return the smallest pdays value at or above the 95th percentile within each poutcome group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f62ec00289373df40b58c271c05b02718a0bd7d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:47:23.925397Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:47:26.276178Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:47:40.617464Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a6a363cbeb78364d5c9d363ddcac700bfe0d291 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=poutcome, measure_col=pdays. +Result preview: [{"poutcome": "failure", "percentile_measure": 370.0}, {"poutcome": "other", "percentile_measure": 370.0}, {"poutcome": "success", "percentile_measure": 367.0}, {"poutcome": "unknown", "percentile_measure": -1.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..12c989be8a306e832b0743f59ea178b0e64d21ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/generated_sql.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_b6244da466408399 +-- problem_id: v2p_m8_bdf8364727550d73 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "poutcome", + CAST("pdays" AS REAL) AS "pdays_value", + CUME_DIST() OVER ( + PARTITION BY "poutcome" + ORDER BY CAST("pdays" AS REAL) + ) AS "cume_dist_value" + FROM "m8" + WHERE "pdays" IS NOT NULL +), +"percentiles" AS ( + SELECT + "poutcome", + MIN("pdays_value") AS "percentile_measure" + FROM "ranked" + WHERE "cume_dist_value" >= 0.95 + GROUP BY "poutcome" +) +SELECT + "poutcome", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a0bf228c733650e1d6684751c9c922aa8a1d9d7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"poutcome\",\n CAST(\"pdays\" AS REAL) AS \"pdays_value\",\n CUME_DIST() OVER (\n PARTITION BY \"poutcome\"\n ORDER BY CAST(\"pdays\" AS REAL)\n ) AS \"cume_dist_value\"\n FROM \"m8\"\n WHERE \"pdays\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"poutcome\",\n MIN(\"pdays_value\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"cume_dist_value\" >= 0.95\n GROUP BY \"poutcome\"\n)\nSELECT\n \"poutcome\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"poutcome\\\",\\n CAST(\\\"pdays\\\" AS REAL) AS \\\"pdays_value\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"poutcome\\\"\\n ORDER BY CAST(\\\"pdays\\\" AS REAL)\\n ) AS \\\"cume_dist_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"pdays\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"poutcome\\\",\\n MIN(\\\"pdays_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cume_dist_value\\\" >= 0.95\\n GROUP BY \\\"poutcome\\\"\\n)\\nSELECT\\n \\\"poutcome\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"poutcome\", \"percentile_measure\"], \"rows\": [{\"poutcome\": \"failure\", \"percentile_measure\": 370.0}, {\"poutcome\": \"other\", \"percentile_measure\": 370.0}, {\"poutcome\": \"success\", \"percentile_measure\": 367.0}, {\"poutcome\": \"unknown\", \"percentile_measure\": -1.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 129.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0406701e3154c8da9d6a9e15e9d325ccf3da022b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:47:23.655840+00:00", + "ended_at": "2026-05-04T08:47:41.513518+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_b6244da466408399", + "problem_id": "v2p_m8_bdf8364727550d73", + "dataset_id": "m8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=poutcome, measure_col=pdays.", + "bindings": { + "group_col": "poutcome", + "measure_col": "pdays", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_b6244da466408399.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b6244da466408399", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 504, + "total_tokens": 23146, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2551, + "estimated_output_tokens": 243, + "estimated_total_tokens": 2794, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17691.51, + "sql_execution_elapsed_ms_total": 129.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_b6244da466408399\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49b8dba1029e85e5d6ea3b2b39c7873f24e6b6c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:47:41.374818+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17691.51, "started_at": "2026-05-04T08:47:23.664071+00:00", "ended_at": "2026-05-04T08:47:41.353842+00:00", "prompt_metrics": {"chars": 9135, "bytes_utf8": 9135, "lines": 300, "estimated_tokens": 2551}, "response_metrics": {"chars": 801, "bytes_utf8": 801, "lines": 1, "estimated_tokens": 243}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 504}, "stderr_preview": "2026-05-04T08:47:23.925397Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:47:26.276178Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.95\\n GROUP BY \\\"poutcome\\\"\\n)\\nSELECT\\n \\\"poutcome\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to return the smallest pdays value at or above the 95th percentile within each poutcome group.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7f805081156e7ef34257e2fa21e2aa1a59ac9b3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b6244da466408399/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b6244da466408399", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 504, + "total_tokens": 23146, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2551, + "estimated_output_tokens": 243, + "estimated_total_tokens": 2794, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17691.51, + "sql_execution_elapsed_ms_total": 129.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_b6244da466408399\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7cb4cb860d7e987fafdb5e8d0727493e9af0da48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9236, "bytes_utf8": 9236, "lines": 303, "estimated_tokens": 2609}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 22700, "cached_input_tokens": 21888, "output_tokens": 140}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9686f28b2fa00fe6b8c9af7377d14e08172488da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b87d4f61afd2f5e6", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 140, + "total_tokens": 22840, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2733, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12325.46, + "sql_execution_elapsed_ms_total": 51.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_b87d4f61afd2f5e6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9095dd5c89ade9750d2d61fe499cdc5da2e3a0e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:19:24.642595+00:00", + "ended_at": "2026-05-04T08:19:36.968069+00:00", + "elapsed_ms": 12325.46, + "prompt_metrics": { + "chars": 9236, + "bytes_utf8": 9236, + "lines": 303, + "estimated_tokens": 2609 + }, + "stdout_metrics": { + "chars": 788, + "bytes_utf8": 788, + "lines": 4, + "estimated_tokens": 236 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13190 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 451, + "bytes_utf8": 451, + "lines": 1, + "estimated_tokens": 124 + }, + "usage": { + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 140 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e954e9067902564c864d62b2d22c10f659787047 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=marital, group_col_2=y, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "marital", + "group_col_2": "y", + "target_col": "y", + "target_value": "no", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..73a9a18c42b2b2fe6df96efb5c4bb5ea97627c73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-15e9-7e33-9153-6342ddedcf77"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"marital\\\", \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"y\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"marital\\\", group_col_2=\\\"y\\\", target_col=\\\"y\\\", target_value='no'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22700,"cached_input_tokens":21888,"output_tokens":140}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5e1ba3b9b2bcaa9a957b90d56fb998924e31814 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"marital\", \"y\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"marital\", \"y\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"marital\", group_col_2=\"y\", target_col=\"y\", target_value='no'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c073ba227e8af3818e1fe83a4adeec4a9d8e8410 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:24.843522Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:27.239481Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:36.172819Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..171302612fe6fa216f3187c3251684ce82d6621f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=marital, group_col_2=y, target_col=y. +Result preview: [{"marital": "divorced", "y": "no", "target_rate": 1.0}, {"marital": "married", "y": "no", "target_rate": 1.0}, {"marital": "single", "y": "no", "target_rate": 1.0}, {"marital": "divorced", "y": "yes", "target_rate": 0.0}, {"marital": "married", "y": "yes", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab36dfc3acf92048c75b064940cdf3b68d0d087d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_b87d4f61afd2f5e6 +-- problem_id: v2p_m8_0576d5cb8440e7bc +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", "y", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "marital", "y" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1bb10effb4d54b71e547fda22047d64f97238c19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"marital\", \"y\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"marital\", \"y\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"marital\\\", \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"y\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"marital\", \"y\", \"target_rate\"], \"rows\": [{\"marital\": \"divorced\", \"y\": \"no\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"y\": \"no\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"y\": \"no\", \"target_rate\": 1.0}, {\"marital\": \"divorced\", \"y\": \"yes\", \"target_rate\": 0.0}, {\"marital\": \"married\", \"y\": \"yes\", \"target_rate\": 0.0}, {\"marital\": \"single\", \"y\": \"yes\", \"target_rate\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 51.33}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ca7b3bad29e4beca708617fe86c4dc99a60ce23c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:19:24.634832+00:00", + "ended_at": "2026-05-04T08:19:37.044248+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_b87d4f61afd2f5e6", + "problem_id": "v2p_m8_0576d5cb8440e7bc", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=marital, group_col_2=y, target_col=y.", + "bindings": { + "group_col": "marital", + "group_col_2": "y", + "target_col": "y", + "target_value": "no", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_b87d4f61afd2f5e6.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b87d4f61afd2f5e6", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 140, + "total_tokens": 22840, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2733, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12325.46, + "sql_execution_elapsed_ms_total": 51.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_b87d4f61afd2f5e6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3db084a7416a860a32c626452229dfc552ce2c47 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b87d4f61afd2f5e6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:36.985625+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12325.46, "started_at": "2026-05-04T08:19:24.642595+00:00", "ended_at": "2026-05-04T08:19:36.968069+00:00", "prompt_metrics": {"chars": 9236, "bytes_utf8": 9236, "lines": 303, "estimated_tokens": 2609}, "response_metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 22700, "cached_input_tokens": 21888, "output_tokens": 140}, "stderr_preview": "2026-05-04T08:19:24.843522Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:27.239481Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=age, measure_col=day.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "age", + "measure_col": "day", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e29388e0c7d161248d3622882ba00a0dfd27748 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-cc5c-7c81-8bc6-e17f667a9fa0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"age\\\", AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"age\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"age\\\", measure_col=\\\"day\\\", and min_group_size=5. Cast \\\"day\\\" to REAL because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":19840,"output_tokens":130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0298f1f590ead50a8b1ff960068be8416aceaed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"age\", AVG(CAST(\"day\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"age\"\nHAVING COUNT(*) > 5\nORDER BY \"age\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"age\", measure_col=\"day\", and min_group_size=5. Cast \"day\" to REAL because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a746432508a9685f3f4d946fdc078da8ae00ab2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:54.921391Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:57.189787Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:05.075938Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2a0c44e6d67b440518c430c6b65717e5056a3a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=age, measure_col=day. +Result preview: [{"age": "18", "avg_measure": 11.833333333333334, "support": 12}, {"age": "19", "avg_measure": 12.514285714285714, "support": 35}, {"age": "20", "avg_measure": 16.12, "support": 50}, {"age": "21", "avg_measure": 14.79746835443038, "support": 79}, {"age": "22", "avg_measure": 14.682170542635658, "support": 129}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c70afad12d92a9c4e77a6f5d8383bdf68fa35566 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_b9a7ea7ad4a031fa +-- problem_id: v2p_m8_2fbc344c72672ea8 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", AVG(CAST("day" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "age" +HAVING COUNT(*) > 5 +ORDER BY "age"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d13ffe74ee694bd8a76849572f712141218abf15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"age\", AVG(CAST(\"day\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"age\"\nHAVING COUNT(*) > 5\nORDER BY \"age\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"age\\\", AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"age\\\";\", \"columns\": [\"age\", \"avg_measure\", \"support\"], \"rows\": [{\"age\": \"18\", \"avg_measure\": 11.833333333333334, \"support\": 12}, {\"age\": \"19\", \"avg_measure\": 12.514285714285714, \"support\": 35}, {\"age\": \"20\", \"avg_measure\": 16.12, \"support\": 50}, {\"age\": \"21\", \"avg_measure\": 14.79746835443038, \"support\": 79}, {\"age\": \"22\", \"avg_measure\": 14.682170542635658, \"support\": 129}, {\"age\": \"23\", \"avg_measure\": 15.415841584158416, \"support\": 202}, {\"age\": \"24\", \"avg_measure\": 15.334437086092715, \"support\": 302}, {\"age\": \"25\", \"avg_measure\": 15.776091081593927, \"support\": 527}, {\"age\": \"26\", \"avg_measure\": 16.212422360248446, \"support\": 805}, {\"age\": \"27\", \"avg_measure\": 15.882288228822881, \"support\": 909}, {\"age\": \"28\", \"avg_measure\": 15.746628131021195, \"support\": 1038}, {\"age\": \"29\", \"avg_measure\": 15.189029535864979, \"support\": 1185}, {\"age\": \"30\", \"avg_measure\": 16.219123505976096, \"support\": 1757}, {\"age\": \"31\", \"avg_measure\": 16.137274549098198, \"support\": 1996}, {\"age\": \"32\", \"avg_measure\": 16.411510791366908, \"support\": 2085}, {\"age\": \"33\", \"avg_measure\": 15.989858012170385, \"support\": 1972}, {\"age\": \"34\", \"avg_measure\": 15.955958549222798, \"support\": 1930}, {\"age\": \"35\", \"avg_measure\": 15.895459345300951, \"support\": 1894}, {\"age\": \"36\", \"avg_measure\": 15.873200442967885, \"support\": 1806}, {\"age\": \"37\", \"avg_measure\": 15.400943396226415, \"support\": 1696}, {\"age\": \"38\", \"avg_measure\": 15.38949522510232, \"support\": 1466}, {\"age\": \"39\", \"avg_measure\": 15.536650975117686, \"support\": 1487}, {\"age\": \"40\", \"avg_measure\": 15.416236162361624, \"support\": 1355}, {\"age\": \"41\", \"avg_measure\": 15.486444616576298, \"support\": 1291}, {\"age\": \"42\", \"avg_measure\": 15.940418679549115, \"support\": 1242}, {\"age\": \"43\", \"avg_measure\": 15.608096468561586, \"support\": 1161}, {\"age\": \"44\", \"avg_measure\": 15.837147887323944, \"support\": 1136}, {\"age\": \"45\", \"avg_measure\": 16.04769736842105, \"support\": 1216}, {\"age\": \"46\", \"avg_measure\": 15.72936170212766, \"support\": 1175}, {\"age\": \"47\", \"avg_measure\": 16.027573529411764, \"support\": 1088}, {\"age\": \"48\", \"avg_measure\": 15.497492477432298, \"support\": 997}, {\"age\": \"49\", \"avg_measure\": 16.138832997987926, \"support\": 994}, {\"age\": \"50\", \"avg_measure\": 15.812566560170394, \"support\": 939}, {\"age\": \"51\", \"avg_measure\": 16.332264957264957, \"support\": 936}, {\"age\": \"52\", \"avg_measure\": 16.07244785949506, \"support\": 911}, {\"age\": \"53\", \"avg_measure\": 16.135802469135804, \"support\": 891}, {\"age\": \"54\", \"avg_measure\": 15.99260172626387, \"support\": 811}, {\"age\": \"55\", \"avg_measure\": 16.037220843672458, \"support\": 806}, {\"age\": \"56\", \"avg_measure\": 16.02313624678663, \"support\": 778}, {\"age\": \"57\", \"avg_measure\": 15.531400966183575, \"support\": 828}, {\"age\": \"58\", \"avg_measure\": 15.985135135135135, \"support\": 740}, {\"age\": \"59\", \"avg_measure\": 15.78051948051948, \"support\": 770}, {\"age\": \"60\", \"avg_measure\": 14.991610738255034, \"support\": 596}, {\"age\": \"61\", \"avg_measure\": 15.476190476190476, \"support\": 147}, {\"age\": \"62\", \"avg_measure\": 13.775, \"support\": 80}, {\"age\": \"63\", \"avg_measure\": 13.909090909090908, \"support\": 77}, {\"age\": \"64\", \"avg_measure\": 15.675675675675675, \"support\": 74}, {\"age\": \"65\", \"avg_measure\": 11.23728813559322, \"support\": 59}, {\"age\": \"66\", \"avg_measure\": 15.222222222222221, \"support\": 63}, {\"age\": \"67\", \"avg_measure\": 13.185185185185185, \"support\": 54}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 44.18}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2159d0b9681ccfdb42015c1757e20745edc6a4b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:16:54.734955+00:00", + "ended_at": "2026-05-04T08:17:05.961069+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_b9a7ea7ad4a031fa", + "problem_id": "v2p_m8_2fbc344c72672ea8", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=age, measure_col=day.", + "bindings": { + "group_col": "age", + "measure_col": "day", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_b9a7ea7ad4a031fa.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b9a7ea7ad4a031fa", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 19840, + "output_tokens": 130, + "total_tokens": 22772, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11135.42, + "sql_execution_elapsed_ms_total": 44.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_b9a7ea7ad4a031fa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af8babe9fd0ecba7a04b5228c2d57149a74eaba9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:05.906618+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11135.42, "started_at": "2026-05-04T08:16:54.748490+00:00", "ended_at": "2026-05-04T08:17:05.884010+00:00", "prompt_metrics": {"chars": 9086, "bytes_utf8": 9086, "lines": 300, "estimated_tokens": 2553}, "response_metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22642, "cached_input_tokens": 19840, "output_tokens": 130}, "stderr_preview": "2026-05-04T08:16:54.921391Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:57.189787Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"age\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"age\\\", measure_col=\\\"day\\\", and min_group_size=5. Cast \\\"day\\\" to REAL because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b549e0bea653f84808868a19deb1dc1b93afbfd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9a7ea7ad4a031fa/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b9a7ea7ad4a031fa", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 19840, + "output_tokens": 130, + "total_tokens": 22772, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11135.42, + "sql_execution_elapsed_ms_total": 44.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_b9a7ea7ad4a031fa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7cf9c84f56657b44b07e1782c7de3b92ba6c5c05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9205, "bytes_utf8": 9205, "lines": 303, "estimated_tokens": 2571}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22662, "cached_input_tokens": 21888, "output_tokens": 113}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e9ed1e68c7b17d0fd018aabd7a509a2073939cf1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b9cd215531c307f4", + "api_calls": 0, + "input_tokens": 22662, + "cached_input_tokens": 21888, + "output_tokens": 113, + "total_tokens": 22775, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2571, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2669, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18920.84, + "sql_execution_elapsed_ms_total": 30.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_b9cd215531c307f4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..277cc123b3a84d8d1e989ace6b00bd95d5818a05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:24:09.549142+00:00", + "ended_at": "2026-05-04T08:24:28.470176+00:00", + "elapsed_ms": 18920.84, + "prompt_metrics": { + "chars": 9205, + "bytes_utf8": 9205, + "lines": 303, + "estimated_tokens": 2571 + }, + "stdout_metrics": { + "chars": 720, + "bytes_utf8": 720, + "lines": 4, + "estimated_tokens": 202 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13197 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 395, + "bytes_utf8": 395, + "lines": 1, + "estimated_tokens": 98 + }, + "usage": { + "input_tokens": 22662, + "cached_input_tokens": 21888, + "output_tokens": 113 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..01fe1501e55470896d62ab8e7c8cb5d04214448f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=contact, condition_col=loan.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "contact", + "condition_col": "loan", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..db460da41f15cdbaa8f47ddab5c52efa7694e476 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df216-6ecf-7102-b16f-b74b12ef90ba"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"contact\\\",\\n AVG(CASE WHEN \\\"loan\\\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"contact\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col=\\\"contact\\\" and condition_col=\\\"loan\\\", measuring the within-contact proportion of rows where loan='no'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22662,"cached_input_tokens":21888,"output_tokens":113}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ee81a792c31404b23113be876f43f613ea5680a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"contact\",\n AVG(CASE WHEN \"loan\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"contact\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with group_col=\"contact\" and condition_col=\"loan\", measuring the within-contact proportion of rows where loan='no'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..913b71ad37b27146621cd535ab35eb294309b72b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:24:09.751643Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:24:12.317727Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:24:27.550413Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..19e4a4e739b97f71a5f94c69de9eda0e10051a99 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=contact, condition_col=loan. +Result preview: [{"contact": "telephone", "condition_rate": 0.8582243633860978}, {"contact": "unknown", "condition_rate": 0.8439324116743472}, {"contact": "cellular", "condition_rate": 0.8360935632576404}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1070fc42ec7914fbf9bc391a8ca122dd7d9e8980 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_b9cd215531c307f4 +-- problem_id: v2p_m8_9e27b809d1de0ec3 +-- realization_mode: agent +-- source_kind: agent +SELECT "contact", + AVG(CASE WHEN "loan" = 'no' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "contact" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22e64a513eb05b83ad01ad2241d914f7f75163b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"contact\",\n AVG(CASE WHEN \"loan\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"contact\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"contact\\\",\\n AVG(CASE WHEN \\\"loan\\\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"contact\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"contact\", \"condition_rate\"], \"rows\": [{\"contact\": \"telephone\", \"condition_rate\": 0.8582243633860978}, {\"contact\": \"unknown\", \"condition_rate\": 0.8439324116743472}, {\"contact\": \"cellular\", \"condition_rate\": 0.8360935632576404}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.33}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..110c1946e0df06bd1c677a456ee0f842ae452343 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:24:09.540919+00:00", + "ended_at": "2026-05-04T08:24:28.527499+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_b9cd215531c307f4", + "problem_id": "v2p_m8_9e27b809d1de0ec3", + "dataset_id": "m8", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=contact, condition_col=loan.", + "bindings": { + "group_col": "contact", + "condition_col": "loan", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_b9cd215531c307f4.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b9cd215531c307f4", + "api_calls": 0, + "input_tokens": 22662, + "cached_input_tokens": 21888, + "output_tokens": 113, + "total_tokens": 22775, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2571, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2669, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18920.84, + "sql_execution_elapsed_ms_total": 30.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_b9cd215531c307f4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a2ed833c6281a83f6e2777abd3a807c9cdb6683 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9cd215531c307f4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:24:28.487891+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18920.84, "started_at": "2026-05-04T08:24:09.549142+00:00", "ended_at": "2026-05-04T08:24:28.470176+00:00", "prompt_metrics": {"chars": 9205, "bytes_utf8": 9205, "lines": 303, "estimated_tokens": 2571}, "response_metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22662, "cached_input_tokens": 21888, "output_tokens": 113}, "stderr_preview": "2026-05-04T08:24:09.751643Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:24:12.317727Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=education, group_col_2=month, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "education", + "group_col_2": "month", + "target_col": "y", + "target_value": "no", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a45d6c4b1bca5cc61f977f053fa10b7c277ebe50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-2898-7133-ba8a-d8bfe774a91d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"month\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"month\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=education, group_col_2=month, target_col=y, target_value='no'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22700,"cached_input_tokens":21888,"output_tokens":140}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..513f47d60312dc36cae3c89377d0faba7a0a6bd8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"month\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m8\"\nGROUP BY \"education\", \"month\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=education, group_col_2=month, target_col=y, target_value='no'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b7c52dedafbd1089a3b04529335e196f334fe4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:40.685829Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:43.079761Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:55.233434Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd5b265dead657585c13a74cc4c99df60b204dbe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=education, group_col_2=month, target_col=y. +Result preview: [{"education": "primary", "month": "jun", "target_rate": 0.9487870619946092}, {"education": "primary", "month": "may", "target_rate": 0.9473013174670634}, {"education": "unknown", "month": "may", "target_rate": 0.9370503597122302}, {"education": "secondary", "month": "may", "target_rate": 0.9370496776640121}, {"education": "unknown", "month": "jun", "target_rate": 0.9301587301587302}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..229cf9c50b7885ad140e0b3f172b1cd23c7c481e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_b9d44308ebb5e72d +-- problem_id: v2p_m8_54d926371e534122 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "month", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m8" +GROUP BY "education", "month" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..10c0b738cc2c47f556e8eb1e516e8911960354da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"month\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m8\"\nGROUP BY \"education\", \"month\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"month\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"month\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"education\", \"month\", \"target_rate\"], \"rows\": [{\"education\": \"primary\", \"month\": \"jun\", \"target_rate\": 0.9487870619946092}, {\"education\": \"primary\", \"month\": \"may\", \"target_rate\": 0.9473013174670634}, {\"education\": \"unknown\", \"month\": \"may\", \"target_rate\": 0.9370503597122302}, {\"education\": \"secondary\", \"month\": \"may\", \"target_rate\": 0.9370496776640121}, {\"education\": \"unknown\", \"month\": \"jun\", \"target_rate\": 0.9301587301587302}, {\"education\": \"primary\", \"month\": \"jul\", \"target_rate\": 0.9178208679593721}, {\"education\": \"secondary\", \"month\": \"jul\", \"target_rate\": 0.9139054861488322}, {\"education\": \"primary\", \"month\": \"aug\", \"target_rate\": 0.9090909090909091}, {\"education\": \"tertiary\", \"month\": \"may\", \"target_rate\": 0.9090291921249152}, {\"education\": \"secondary\", \"month\": \"jan\", \"target_rate\": 0.9079320113314447}, {\"education\": \"unknown\", \"month\": \"nov\", \"target_rate\": 0.907563025210084}, {\"education\": \"primary\", \"month\": \"nov\", \"target_rate\": 0.9074889867841409}, {\"education\": \"tertiary\", \"month\": \"jan\", \"target_rate\": 0.9047619047619048}, {\"education\": \"tertiary\", \"month\": \"jul\", \"target_rate\": 0.9030172413793104}, {\"education\": \"secondary\", \"month\": \"jun\", \"target_rate\": 0.9009633911368016}, {\"education\": \"secondary\", \"month\": \"nov\", \"target_rate\": 0.8978522786799371}, {\"education\": \"tertiary\", \"month\": \"nov\", \"target_rate\": 0.8958333333333334}, {\"education\": \"unknown\", \"month\": \"jan\", \"target_rate\": 0.8947368421052632}, {\"education\": \"secondary\", \"month\": \"aug\", \"target_rate\": 0.8943820224719101}, {\"education\": \"primary\", \"month\": \"feb\", \"target_rate\": 0.8856304985337243}, {\"education\": \"tertiary\", \"month\": \"aug\", \"target_rate\": 0.88373804267844}, {\"education\": \"primary\", \"month\": \"apr\", \"target_rate\": 0.8568075117370892}, {\"education\": \"secondary\", \"month\": \"feb\", \"target_rate\": 0.8567141785446362}, {\"education\": \"unknown\", \"month\": \"jul\", \"target_rate\": 0.8503649635036497}, {\"education\": \"primary\", \"month\": \"jan\", \"target_rate\": 0.8427672955974843}, {\"education\": \"unknown\", \"month\": \"aug\", \"target_rate\": 0.8418079096045198}, {\"education\": \"tertiary\", \"month\": \"jun\", \"target_rate\": 0.8406676783004552}, {\"education\": \"secondary\", \"month\": \"apr\", \"target_rate\": 0.840025493945188}, {\"education\": \"unknown\", \"month\": \"feb\", \"target_rate\": 0.8113207547169812}, {\"education\": \"tertiary\", \"month\": \"feb\", \"target_rate\": 0.7802071346375143}, {\"education\": \"unknown\", \"month\": \"mar\", \"target_rate\": 0.7692307692307693}, {\"education\": \"tertiary\", \"month\": \"apr\", \"target_rate\": 0.7194679564691656}, {\"education\": \"unknown\", \"month\": \"apr\", \"target_rate\": 0.7}, {\"education\": \"primary\", \"month\": \"oct\", \"target_rate\": 0.6597938144329897}, {\"education\": \"primary\", \"month\": \"sep\", \"target_rate\": 0.6301369863013698}, {\"education\": \"unknown\", \"month\": \"sep\", \"target_rate\": 0.6190476190476191}, {\"education\": \"tertiary\", \"month\": \"oct\", \"target_rate\": 0.5714285714285714}, {\"education\": \"primary\", \"month\": \"dec\", \"target_rate\": 0.5652173913043478}, {\"education\": \"tertiary\", \"month\": \"dec\", \"target_rate\": 0.5526315789473685}, {\"education\": \"secondary\", \"month\": \"oct\", \"target_rate\": 0.5448717948717948}, {\"education\": \"primary\", \"month\": \"mar\", \"target_rate\": 0.5319148936170213}, {\"education\": \"secondary\", \"month\": \"sep\", \"target_rate\": 0.5283842794759825}, {\"education\": \"secondary\", \"month\": \"dec\", \"target_rate\": 0.5148514851485149}, {\"education\": \"unknown\", \"month\": \"dec\", \"target_rate\": 0.5}, {\"education\": \"tertiary\", \"month\": \"sep\", \"target_rate\": 0.4978723404255319}, {\"education\": \"secondary\", \"month\": \"mar\", \"target_rate\": 0.4864864864864865}, {\"education\": \"tertiary\", \"month\": \"mar\", \"target_rate\": 0.4292237442922374}, {\"education\": \"unknown\", \"month\": \"oct\", \"target_rate\": 0.40476190476190477}], \"row_count_returned\": 48, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 53.0}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a6c8bf0ee2c34b2e267aba04ed5ec9e3649ba218 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:21:40.492174+00:00", + "ended_at": "2026-05-04T08:21:56.010732+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_b9d44308ebb5e72d", + "problem_id": "v2p_m8_54d926371e534122", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=education, group_col_2=month, target_col=y.", + "bindings": { + "group_col": "education", + "group_col_2": "month", + "target_col": "y", + "target_value": "no", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=44" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_b9d44308ebb5e72d.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b9d44308ebb5e72d", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 140, + "total_tokens": 22840, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2733, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15426.82, + "sql_execution_elapsed_ms_total": 53.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_b9d44308ebb5e72d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84e4383c84d577b63d29d2d2804c8e77494dee27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_b9d44308ebb5e72d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:55.949780+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15426.82, "started_at": "2026-05-04T08:21:40.505280+00:00", "ended_at": "2026-05-04T08:21:55.932134+00:00", "prompt_metrics": {"chars": 9251, "bytes_utf8": 9251, "lines": 303, "estimated_tokens": 2609}, "response_metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 22700, "cached_input_tokens": 21888, "output_tokens": 140}, "stderr_preview": "2026-05-04T08:21:40.685829Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:43.079761Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=previous.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "previous", + "predicate_col": "campaign", + "predicate_op": ">=", + "predicate_value": 3.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..86738c566e89c0bb49e4e781ddda59199b32969e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-8095-7a41-ae09-a4dd37ab3e45"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"previous\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"campaign\\\" AS REAL) >= 3.0\\nGROUP BY \\\"previous\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col=\\\"previous\\\" and predicate_col=\\\"campaign\\\". Cast \\\"campaign\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22648,"cached_input_tokens":21888,"output_tokens":117}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6e04899df5416f4d59a2a34c9537c32198dc14f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"previous\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"campaign\" AS REAL) >= 3.0\nGROUP BY \"previous\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the provided Filtered Top-k Group Count template with group_col=\"previous\" and predicate_col=\"campaign\". Cast \"campaign\" to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07daac2c1d104b5b6f28b7d369473c62a0e875df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:02.330440Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:04.914513Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:14.612946Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2dc7c6ea158feaba42a8a982860bf989ac3caaf9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=previous. +Result preview: [{"previous": "0", "support": 13196}, {"previous": "1", "support": 486}, {"previous": "2", "support": 452}, {"previous": "3", "support": 279}, {"previous": "4", "support": 200}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b55bee651784e687897fbfac571b36bfa653e2a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_bf4144c61f7a1d2d +-- problem_id: v2p_m8_7cfb07287a4a15d7 +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", COUNT(*) AS support +FROM "m8" +WHERE CAST("campaign" AS REAL) >= 3.0 +GROUP BY "previous" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e979323ddea091ab65324116b0419f5dce4626b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"previous\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"campaign\" AS REAL) >= 3.0\nGROUP BY \"previous\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"previous\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"campaign\\\" AS REAL) >= 3.0\\nGROUP BY \\\"previous\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"previous\", \"support\"], \"rows\": [{\"previous\": \"0\", \"support\": 13196}, {\"previous\": \"1\", \"support\": 486}, {\"previous\": \"2\", \"support\": 452}, {\"previous\": \"3\", \"support\": 279}, {\"previous\": \"4\", \"support\": 200}, {\"previous\": \"5\", \"support\": 143}, {\"previous\": \"6\", \"support\": 90}, {\"previous\": \"7\", \"support\": 78}, {\"previous\": \"9\", \"support\": 43}, {\"previous\": \"8\", \"support\": 36}, {\"previous\": \"11\", \"support\": 33}, {\"previous\": \"10\", \"support\": 24}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.68}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d81c09e43008b325495d13c5cbb3503605ea6bde --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:10:02.095192+00:00", + "ended_at": "2026-05-04T08:10:15.207518+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_bf4144c61f7a1d2d", + "problem_id": "v2p_m8_7cfb07287a4a15d7", + "dataset_id": "m8", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=previous.", + "bindings": { + "group_col": "previous", + "predicate_col": "campaign", + "predicate_op": ">=", + "predicate_value": 3.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_bf4144c61f7a1d2d.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_bf4144c61f7a1d2d", + "api_calls": 0, + "input_tokens": 22648, + "cached_input_tokens": 21888, + "output_tokens": 117, + "total_tokens": 22765, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2559, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13048.9, + "sql_execution_elapsed_ms_total": 19.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_bf4144c61f7a1d2d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0bd11798969081fc4ac38e2a1ecdfecb114caba8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:15.178799+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13048.9, "started_at": "2026-05-04T08:10:02.107547+00:00", "ended_at": "2026-05-04T08:10:15.156247+00:00", "prompt_metrics": {"chars": 9144, "bytes_utf8": 9144, "lines": 302, "estimated_tokens": 2559}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22648, "cached_input_tokens": 21888, "output_tokens": 117}, "stderr_preview": "2026-05-04T08:10:02.330440Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:04.914513Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 3.0\\nGROUP BY \\\"previous\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col=\\\"previous\\\" and predicate_col=\\\"campaign\\\". Cast \\\"campaign\\\" to REAL because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1f9d659a46dedf53e470c19b10acf0ac56fefc14 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bf4144c61f7a1d2d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_bf4144c61f7a1d2d", + "api_calls": 0, + "input_tokens": 22648, + "cached_input_tokens": 21888, + "output_tokens": 117, + "total_tokens": 22765, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2559, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13048.9, + "sql_execution_elapsed_ms_total": 19.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_bf4144c61f7a1d2d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6a14b6b399ccf78cb8f3b7c6f5f16cc0832ac15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9351, "bytes_utf8": 9351, "lines": 302, "estimated_tokens": 2626}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 554, "bytes_utf8": 554, "lines": 1, "estimated_tokens": 147}, "usage": {"input_tokens": 22717, "cached_input_tokens": 18304, "output_tokens": 258}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8723c506d3af8ad3e7e26eab818f0c769e34bb7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_bfdb2f3b06833f9f", + "api_calls": 0, + "input_tokens": 22717, + "cached_input_tokens": 18304, + "output_tokens": 258, + "total_tokens": 22975, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2626, + "estimated_output_tokens": 147, + "estimated_total_tokens": 2773, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18203.34, + "sql_execution_elapsed_ms_total": 66.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_bfdb2f3b06833f9f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f8de8f897a80a0d9f0b64a91c9e857d3495a3912 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:30:21.571631+00:00", + "ended_at": "2026-05-04T08:30:39.776492+00:00", + "elapsed_ms": 18203.34, + "prompt_metrics": { + "chars": 9351, + "bytes_utf8": 9351, + "lines": 302, + "estimated_tokens": 2626 + }, + "stdout_metrics": { + "chars": 908, + "bytes_utf8": 908, + "lines": 4, + "estimated_tokens": 272 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13165 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 554, + "bytes_utf8": 554, + "lines": 1, + "estimated_tokens": 147 + }, + "usage": { + "input_tokens": 22717, + "cached_input_tokens": 18304, + "output_tokens": 258 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e08ae0130458c7c7d2b1ce2099a7df3112b60c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=job, measure_col=previous.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "job", + "measure_col": "previous", + "item_col": "age", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..56eabc3a2045073a6948dcd4e3b145e1ed4c482b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21c-1c1d-7292-aba6-988c5f726829"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"job\\\", \\\"age\\\",\\n SUM(CAST(\\\"previous\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"previous\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"previous\\\" AS REAL))) OVER (PARTITION BY \\\"job\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\", \\\"age\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided template with bindings group_col=\\\"job\\\", item_col=\\\"age\\\", and measure_col=\\\"previous\\\". Cast \\\"previous\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22717,"cached_input_tokens":18304,"output_tokens":258}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a43dd5547cdb0de3b7da076eaf11e7348bfbc789 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"job\", \"age\",\n SUM(CAST(\"previous\" AS REAL)) AS total_measure,\n SUM(CAST(\"previous\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"previous\" AS REAL))) OVER (PARTITION BY \"job\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"job\", \"age\"\nORDER BY share_within_group DESC;","notes":"Used the provided template with bindings group_col=\"job\", item_col=\"age\", and measure_col=\"previous\". Cast \"previous\" to REAL because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d82d157d4c6f7ac24612530795543feb0f600ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:30:21.802735Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:30:24.160598Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:30:38.572823Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..034f84de8c3f9d71ad2c9666471598965b40e04b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=job, measure_col=previous. +Result preview: [{"job": "unknown", "age": "63", "total_measure": 13.0, "share_within_group": 14.130434782608695}, {"job": "student", "age": "27", "total_measure": 98.0, "share_within_group": 10.961968680089486}, {"job": "unknown", "age": "54", "total_measure": 10.0, "share_within_group": 10.869565217391305}, {"job": "housemaid", "age": "60", "total_measure": 47.0, "share_within_group": 10.195227765726681}, {"job": "student", "age": "25", "total_measure": 87.0, "share_within_group": 9.731543624161073}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d22603c64541be23faddc4c2dfff14ba137f08b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_bfdb2f3b06833f9f +-- problem_id: v2p_m8_c1217bd77a7e216e +-- realization_mode: agent +-- source_kind: agent +SELECT "job", "age", + SUM(CAST("previous" AS REAL)) AS total_measure, + SUM(CAST("previous" AS REAL)) * 100.0 / SUM(SUM(CAST("previous" AS REAL))) OVER (PARTITION BY "job") AS share_within_group +FROM "m8" +GROUP BY "job", "age" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58d9c4840f562be547e9c339707b92359da92327 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"job\", \"age\",\n SUM(CAST(\"previous\" AS REAL)) AS total_measure,\n SUM(CAST(\"previous\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"previous\" AS REAL))) OVER (PARTITION BY \"job\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"job\", \"age\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"job\\\", \\\"age\\\",\\n SUM(CAST(\\\"previous\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"previous\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"previous\\\" AS REAL))) OVER (PARTITION BY \\\"job\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\", \\\"age\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"job\", \"age\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"job\": \"unknown\", \"age\": \"63\", \"total_measure\": 13.0, \"share_within_group\": 14.130434782608695}, {\"job\": \"student\", \"age\": \"27\", \"total_measure\": 98.0, \"share_within_group\": 10.961968680089486}, {\"job\": \"unknown\", \"age\": \"54\", \"total_measure\": 10.0, \"share_within_group\": 10.869565217391305}, {\"job\": \"housemaid\", \"age\": \"60\", \"total_measure\": 47.0, \"share_within_group\": 10.195227765726681}, {\"job\": \"student\", \"age\": \"25\", \"total_measure\": 87.0, \"share_within_group\": 9.731543624161073}, {\"job\": \"unknown\", \"age\": \"50\", \"total_measure\": 8.0, \"share_within_group\": 8.695652173913043}, {\"job\": \"entrepreneur\", \"age\": \"51\", \"total_measure\": 60.0, \"share_within_group\": 8.438818565400844}, {\"job\": \"unknown\", \"age\": \"33\", \"total_measure\": 7.0, \"share_within_group\": 7.608695652173913}, {\"job\": \"unknown\", \"age\": \"55\", \"total_measure\": 7.0, \"share_within_group\": 7.608695652173913}, {\"job\": \"student\", \"age\": \"23\", \"total_measure\": 68.0, \"share_within_group\": 7.6062639821029085}, {\"job\": \"student\", \"age\": \"28\", \"total_measure\": 68.0, \"share_within_group\": 7.6062639821029085}, {\"job\": \"housemaid\", \"age\": \"51\", \"total_measure\": 34.0, \"share_within_group\": 7.375271149674621}, {\"job\": \"admin.\", \"age\": \"34\", \"total_measure\": 255.0, \"share_within_group\": 7.34235531241002}, {\"job\": \"technician\", \"age\": \"35\", \"total_measure\": 320.0, \"share_within_group\": 7.331042382588774}, {\"job\": \"student\", \"age\": \"29\", \"total_measure\": 65.0, \"share_within_group\": 7.27069351230425}, {\"job\": \"student\", \"age\": \"24\", \"total_measure\": 62.0, \"share_within_group\": 6.935123042505593}, {\"job\": \"technician\", \"age\": \"33\", \"total_measure\": 289.0, \"share_within_group\": 6.620847651775486}, {\"job\": \"unemployed\", \"age\": \"42\", \"total_measure\": 40.0, \"share_within_group\": 6.578947368421052}, {\"job\": \"unknown\", \"age\": \"47\", \"total_measure\": 6.0, \"share_within_group\": 6.521739130434782}, {\"job\": \"management\", \"age\": \"40\", \"total_measure\": 412.0, \"share_within_group\": 6.52105096549541}, {\"job\": \"retired\", \"age\": \"77\", \"total_measure\": 94.0, \"share_within_group\": 6.500691562932227}, {\"job\": \"self-employed\", \"age\": \"35\", \"total_measure\": 56.0, \"share_within_group\": 6.42939150401837}, {\"job\": \"unemployed\", \"age\": \"30\", \"total_measure\": 39.0, \"share_within_group\": 6.4144736842105265}, {\"job\": \"unemployed\", \"age\": \"43\", \"total_measure\": 39.0, \"share_within_group\": 6.4144736842105265}, {\"job\": \"blue-collar\", \"age\": \"35\", \"total_measure\": 314.0, \"share_within_group\": 6.387306753458096}, {\"job\": \"entrepreneur\", \"age\": \"42\", \"total_measure\": 45.0, \"share_within_group\": 6.329113924050633}, {\"job\": \"retired\", \"age\": \"60\", \"total_measure\": 90.0, \"share_within_group\": 6.224066390041494}, {\"job\": \"self-employed\", \"age\": \"31\", \"total_measure\": 54.0, \"share_within_group\": 6.199770378874857}, {\"job\": \"services\", \"age\": \"37\", \"total_measure\": 129.0, \"share_within_group\": 6.195965417867435}, {\"job\": \"management\", \"age\": \"34\", \"total_measure\": 391.0, \"share_within_group\": 6.188667299778411}, {\"job\": \"entrepreneur\", \"age\": \"34\", \"total_measure\": 44.0, \"share_within_group\": 6.1884669479606185}, {\"job\": \"services\", \"age\": \"32\", \"total_measure\": 128.0, \"share_within_group\": 6.147934678194044}, {\"job\": \"management\", \"age\": \"31\", \"total_measure\": 383.0, \"share_within_group\": 6.062044950933839}, {\"job\": \"management\", \"age\": \"33\", \"total_measure\": 382.0, \"share_within_group\": 6.046217157328268}, {\"job\": \"technician\", \"age\": \"37\", \"total_measure\": 262.0, \"share_within_group\": 6.002290950744559}, {\"job\": \"self-employed\", \"age\": \"29\", \"total_measure\": 52.0, \"share_within_group\": 5.970149253731344}, {\"job\": \"blue-collar\", \"age\": \"32\", \"total_measure\": 290.0, \"share_within_group\": 5.899104963384866}, {\"job\": \"technician\", \"age\": \"34\", \"total_measure\": 255.0, \"share_within_group\": 5.841924398625429}, {\"job\": \"student\", \"age\": \"20\", \"total_measure\": 52.0, \"share_within_group\": 5.8165548098434}, {\"job\": \"student\", \"age\": \"22\", \"total_measure\": 52.0, \"share_within_group\": 5.8165548098434}, {\"job\": \"unemployed\", \"age\": \"48\", \"total_measure\": 35.0, \"share_within_group\": 5.756578947368421}, {\"job\": \"housemaid\", \"age\": \"31\", \"total_measure\": 26.0, \"share_within_group\": 5.639913232104122}, {\"job\": \"services\", \"age\": \"33\", \"total_measure\": 116.0, \"share_within_group\": 5.571565802113352}, {\"job\": \"technician\", \"age\": \"38\", \"total_measure\": 242.0, \"share_within_group\": 5.54410080183276}, {\"job\": \"self-employed\", \"age\": \"40\", \"total_measure\": 48.0, \"share_within_group\": 5.510907003444317}, {\"job\": \"entrepreneur\", \"age\": \"38\", \"total_measure\": 39.0, \"share_within_group\": 5.485232067510548}, {\"job\": \"unknown\", \"age\": \"27\", \"total_measure\": 5.0, \"share_within_group\": 5.434782608695652}, {\"job\": \"unknown\", \"age\": \"35\", \"total_measure\": 5.0, \"share_within_group\": 5.434782608695652}, {\"job\": \"unknown\", \"age\": \"62\", \"total_measure\": 5.0, \"share_within_group\": 5.434782608695652}, {\"job\": \"housemaid\", \"age\": \"38\", \"total_measure\": 25.0, \"share_within_group\": 5.422993492407809}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 66.0}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7bb19eaf9a59027d4a8033b332588e7eec25f09b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:30:21.562808+00:00", + "ended_at": "2026-05-04T08:30:39.875009+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_bfdb2f3b06833f9f", + "problem_id": "v2p_m8_c1217bd77a7e216e", + "dataset_id": "m8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=job, measure_col=previous.", + "bindings": { + "group_col": "job", + "measure_col": "previous", + "item_col": "age", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_bfdb2f3b06833f9f.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_bfdb2f3b06833f9f", + "api_calls": 0, + "input_tokens": 22717, + "cached_input_tokens": 18304, + "output_tokens": 258, + "total_tokens": 22975, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2626, + "estimated_output_tokens": 147, + "estimated_total_tokens": 2773, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18203.34, + "sql_execution_elapsed_ms_total": 66.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_bfdb2f3b06833f9f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f5f5b50bc22d00f02fcfdd9ce9679bb7b9efc66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_bfdb2f3b06833f9f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:30:39.798591+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18203.34, "started_at": "2026-05-04T08:30:21.571631+00:00", "ended_at": "2026-05-04T08:30:39.776492+00:00", "prompt_metrics": {"chars": 9351, "bytes_utf8": 9351, "lines": 302, "estimated_tokens": 2626}, "response_metrics": {"chars": 554, "bytes_utf8": 554, "lines": 1, "estimated_tokens": 147}, "usage": {"input_tokens": 22717, "cached_input_tokens": 18304, "output_tokens": 258}, "stderr_preview": "2026-05-04T08:30:21.802735Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:30:24.160598Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=previous.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "housing", + "group_col_2": "previous", + "predicate_col": "poutcome", + "predicate_op": "=", + "predicate_value": "other", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..64ca6208da4b1a241c0039d2d1b82d67fb10bfc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df219-9ff3-75c0-9d28-389c8e358127"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"housing\\\", \\\"previous\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nWHERE \\\"poutcome\\\" = 'other'\\nGROUP BY \\\"housing\\\", \\\"previous\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"housing\\\", group_col_2=\\\"previous\\\", and predicate \\\"poutcome\\\" = 'other'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22693,"cached_input_tokens":19840,"output_tokens":129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..060af8d860a7b116374637b5cb93a0f4c33458e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"housing\", \"previous\", COUNT(*) AS row_count\nFROM \"m8\"\nWHERE \"poutcome\" = 'other'\nGROUP BY \"housing\", \"previous\"\nORDER BY row_count DESC;","notes":"Used the provided filtered two-dimensional group count template with group_col=\"housing\", group_col_2=\"previous\", and predicate \"poutcome\" = 'other'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89f37ca526423024c90982c5147bd68355b6cdd6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:27:38.942856Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:27:41.286974Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:27:48.496500Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fcab4931c11f873d4199fe4575b178040d82125 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=previous. +Result preview: [{"housing": "yes", "previous": "1", "row_count": 402}, {"housing": "yes", "previous": "2", "row_count": 248}, {"housing": "no", "previous": "1", "row_count": 189}, {"housing": "yes", "previous": "3", "row_count": 152}, {"housing": "no", "previous": "2", "row_count": 142}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..80e2f89079dcc1842999b0ff13442a23220e62b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m8_c334052493b2cdce +-- problem_id: v2p_m8_ed95cf10bf5c17f4 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "previous", COUNT(*) AS row_count +FROM "m8" +WHERE "poutcome" = 'other' +GROUP BY "housing", "previous" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21d35462c1aecef442a1396eb3de9e2975115983 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"housing\", \"previous\", COUNT(*) AS row_count\nFROM \"m8\"\nWHERE \"poutcome\" = 'other'\nGROUP BY \"housing\", \"previous\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"housing\\\", \\\"previous\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nWHERE \\\"poutcome\\\" = 'other'\\nGROUP BY \\\"housing\\\", \\\"previous\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"housing\", \"previous\", \"row_count\"], \"rows\": [{\"housing\": \"yes\", \"previous\": \"1\", \"row_count\": 402}, {\"housing\": \"yes\", \"previous\": \"2\", \"row_count\": 248}, {\"housing\": \"no\", \"previous\": \"1\", \"row_count\": 189}, {\"housing\": \"yes\", \"previous\": \"3\", \"row_count\": 152}, {\"housing\": \"no\", \"previous\": \"2\", \"row_count\": 142}, {\"housing\": \"yes\", \"previous\": \"4\", \"row_count\": 109}, {\"housing\": \"no\", \"previous\": \"3\", \"row_count\": 86}, {\"housing\": \"yes\", \"previous\": \"5\", \"row_count\": 63}, {\"housing\": \"no\", \"previous\": \"4\", \"row_count\": 56}, {\"housing\": \"no\", \"previous\": \"5\", \"row_count\": 44}, {\"housing\": \"yes\", \"previous\": \"6\", \"row_count\": 39}, {\"housing\": \"yes\", \"previous\": \"7\", \"row_count\": 39}, {\"housing\": \"yes\", \"previous\": \"8\", \"row_count\": 28}, {\"housing\": \"no\", \"previous\": \"6\", \"row_count\": 25}, {\"housing\": \"no\", \"previous\": \"7\", \"row_count\": 20}, {\"housing\": \"yes\", \"previous\": \"11\", \"row_count\": 19}, {\"housing\": \"yes\", \"previous\": \"9\", \"row_count\": 19}, {\"housing\": \"no\", \"previous\": \"8\", \"row_count\": 18}, {\"housing\": \"yes\", \"previous\": \"12\", \"row_count\": 12}, {\"housing\": \"no\", \"previous\": \"10\", \"row_count\": 10}, {\"housing\": \"yes\", \"previous\": \"10\", \"row_count\": 9}, {\"housing\": \"yes\", \"previous\": \"15\", \"row_count\": 9}, {\"housing\": \"no\", \"previous\": \"11\", \"row_count\": 8}, {\"housing\": \"no\", \"previous\": \"13\", \"row_count\": 8}, {\"housing\": \"no\", \"previous\": \"9\", \"row_count\": 8}, {\"housing\": \"yes\", \"previous\": \"13\", \"row_count\": 8}, {\"housing\": \"no\", \"previous\": \"12\", \"row_count\": 5}, {\"housing\": \"yes\", \"previous\": \"17\", \"row_count\": 5}, {\"housing\": \"yes\", \"previous\": \"20\", \"row_count\": 5}, {\"housing\": \"no\", \"previous\": \"17\", \"row_count\": 4}, {\"housing\": \"yes\", \"previous\": \"14\", \"row_count\": 4}, {\"housing\": \"yes\", \"previous\": \"16\", \"row_count\": 4}, {\"housing\": \"no\", \"previous\": \"14\", \"row_count\": 3}, {\"housing\": \"no\", \"previous\": \"23\", \"row_count\": 3}, {\"housing\": \"yes\", \"previous\": \"18\", \"row_count\": 3}, {\"housing\": \"yes\", \"previous\": \"22\", \"row_count\": 3}, {\"housing\": \"yes\", \"previous\": \"24\", \"row_count\": 3}, {\"housing\": \"yes\", \"previous\": \"27\", \"row_count\": 3}, {\"housing\": \"no\", \"previous\": \"16\", \"row_count\": 2}, {\"housing\": \"no\", \"previous\": \"18\", \"row_count\": 2}, {\"housing\": \"no\", \"previous\": \"19\", \"row_count\": 2}, {\"housing\": \"yes\", \"previous\": \"19\", \"row_count\": 2}, {\"housing\": \"yes\", \"previous\": \"23\", \"row_count\": 2}, {\"housing\": \"no\", \"previous\": \"15\", \"row_count\": 1}, {\"housing\": \"no\", \"previous\": \"21\", \"row_count\": 1}, {\"housing\": \"no\", \"previous\": \"24\", \"row_count\": 1}, {\"housing\": \"no\", \"previous\": \"26\", \"row_count\": 1}, {\"housing\": \"no\", \"previous\": \"29\", \"row_count\": 1}, {\"housing\": \"no\", \"previous\": \"37\", \"row_count\": 1}, {\"housing\": \"yes\", \"previous\": \"21\", \"row_count\": 1}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.85}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3fa23580f56970ddfa2d9a4f409a9515522c52e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:27:38.700106+00:00", + "ended_at": "2026-05-04T08:27:49.458150+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_c334052493b2cdce", + "problem_id": "v2p_m8_ed95cf10bf5c17f4", + "dataset_id": "m8", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=previous.", + "bindings": { + "group_col": "housing", + "group_col_2": "previous", + "predicate_col": "poutcome", + "predicate_op": "=", + "predicate_value": "other", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_c334052493b2cdce.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_c334052493b2cdce", + "api_calls": 0, + "input_tokens": 22693, + "cached_input_tokens": 19840, + "output_tokens": 129, + "total_tokens": 22822, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2602, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2714, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10706.07, + "sql_execution_elapsed_ms_total": 14.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_c334052493b2cdce\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..097cfbbeb48bc3e72b3bddc238b05957dcc6bb5f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c334052493b2cdce/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:27:49.434688+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10706.07, "started_at": "2026-05-04T08:27:38.708777+00:00", "ended_at": "2026-05-04T08:27:49.415323+00:00", "prompt_metrics": {"chars": 9272, "bytes_utf8": 9272, "lines": 304, "estimated_tokens": 2602}, "response_metrics": {"chars": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22693, "cached_input_tokens": 19840, "output_tokens": 129}, "stderr_preview": "2026-05-04T08:27:38.942856Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:27:41.286974Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=job.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "job", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "no", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4848e081906cbbcbfc43d3a22b08762e1170a341 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-0018-7d32-8783-2c941e223509"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"job\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"y\\\" = 'no'\\nGROUP BY \\\"job\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col bound to \\\"job\\\" and predicate_col bound to \\\"y\\\" = 'no'. Used only the single table \\\"m8\\\" and quoted identifiers for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22645,"cached_input_tokens":19840,"output_tokens":121}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7484ee874f84f3227c5fdf1a106dcd59ca4f9ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"job\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"y\" = 'no'\nGROUP BY \"job\"\nORDER BY support DESC\nLIMIT 11;","notes":"Applied the provided Filtered Top-k Group Count template with group_col bound to \"job\" and predicate_col bound to \"y\" = 'no'. Used only the single table \"m8\" and quoted identifiers for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2971e112069ce4308e9e857a7254223e282a7002 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:40.486171Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:42.891640Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:50.194453Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f86ccb57a3793d5470ab19521b1a4161516f639 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=job. +Result preview: [{"job": "blue-collar", "support": 9024}, {"job": "management", "support": 8157}, {"job": "technician", "support": 6757}, {"job": "admin.", "support": 4540}, {"job": "services", "support": 3785}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad110664cfbfc702050fdf7e6060fbe98438ae58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_c4908162c8f8fd35 +-- problem_id: v2p_m8_c067dd740d2ba138 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", COUNT(*) AS support +FROM "m8" +WHERE "y" = 'no' +GROUP BY "job" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dbd259aa91273b2c6416a4bdc1059a643e91398e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"job\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"y\" = 'no'\nGROUP BY \"job\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"job\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"y\\\" = 'no'\\nGROUP BY \\\"job\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"job\", \"support\"], \"rows\": [{\"job\": \"blue-collar\", \"support\": 9024}, {\"job\": \"management\", \"support\": 8157}, {\"job\": \"technician\", \"support\": 6757}, {\"job\": \"admin.\", \"support\": 4540}, {\"job\": \"services\", \"support\": 3785}, {\"job\": \"retired\", \"support\": 1748}, {\"job\": \"self-employed\", \"support\": 1392}, {\"job\": \"entrepreneur\", \"support\": 1364}, {\"job\": \"housemaid\", \"support\": 1131}, {\"job\": \"unemployed\", \"support\": 1101}, {\"job\": \"student\", \"support\": 669}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.28}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..942bfb9ad02ae24d3f93795c976a7e2fdfb4e66e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:11:40.293961+00:00", + "ended_at": "2026-05-04T08:11:50.984745+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_c4908162c8f8fd35", + "problem_id": "v2p_m8_c067dd740d2ba138", + "dataset_id": "m8", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=job.", + "bindings": { + "group_col": "job", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "no", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_c4908162c8f8fd35.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_c4908162c8f8fd35", + "api_calls": 0, + "input_tokens": 22645, + "cached_input_tokens": 19840, + "output_tokens": 121, + "total_tokens": 22766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2556, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2661, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10630.18, + "sql_execution_elapsed_ms_total": 30.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_c4908162c8f8fd35\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..087319ef339a6565a1c11614ab62522ee0417b69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c4908162c8f8fd35/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:50.949268+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10630.18, "started_at": "2026-05-04T08:11:40.301995+00:00", "ended_at": "2026-05-04T08:11:50.932570+00:00", "prompt_metrics": {"chars": 9127, "bytes_utf8": 9127, "lines": 302, "estimated_tokens": 2556}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22645, "cached_input_tokens": 19840, "output_tokens": 121}, "stderr_preview": "2026-05-04T08:11:40.486171Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:42.891640Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=day, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "day", + "measure_col": "age", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fc0245be33c6350f73d1b0ddab51632afe6e388 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df227-e46d-7fa1-a055-28ed89d5b534"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"day\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"day\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"day\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"day\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"day\\\",\\n MIN(\\\"age_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST(((\\\"cnt\\\" * 95) + 99) / 100 AS INTEGER)\\nGROUP BY \\\"day\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per \\\"day\\\" over CAST(\\\"age\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":21888,"output_tokens":590}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..696e0c4f13c28091fedf30bb6aa8cdbb04a26a8f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"day\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"day\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"day\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"day\" IS NOT NULL\n AND \"age\" IS NOT NULL\n)\nSELECT\n \"day\",\n MIN(\"age_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(((\"cnt\" * 95) + 99) / 100 AS INTEGER)\nGROUP BY \"day\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per \"day\" over CAST(\"age\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a49625c7f114809a721b75f2c36253769e341da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:43:14.004529Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:43:16.404642Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:43:33.686703Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b73b1b277318aec1096d4de90b93d60baaea2f72 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=day, measure_col=age. +Result preview: [{"day": "1", "percentile_measure": 65.0}, {"day": "10", "percentile_measure": 62.0}, {"day": "24", "percentile_measure": 61.0}, {"day": "4", "percentile_measure": 60.0}, {"day": "27", "percentile_measure": 60.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..da492dca9efff245cf7825cd94acfe3a2e78c7e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/generated_sql.sql @@ -0,0 +1,33 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_c526f4c0b2513526 +-- problem_id: v2p_m8_6f1644205a6edf7f +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "day", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER ( + PARTITION BY "day" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "day") AS "cnt" + FROM "m8" + WHERE "day" IS NOT NULL + AND "age" IS NOT NULL +) +SELECT + "day", + MIN("age_value") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= CAST((("cnt" * 95) + 99) / 100 AS INTEGER) +GROUP BY "day" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1ae7f45cf062f04219f26cf99aee7cc8965b378 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"day\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"day\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"day\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"day\" IS NOT NULL\n AND \"age\" IS NOT NULL\n)\nSELECT\n \"day\",\n MIN(\"age_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(((\"cnt\" * 95) + 99) / 100 AS INTEGER)\nGROUP BY \"day\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"day\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"day\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"day\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"day\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"day\\\",\\n MIN(\\\"age_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST(((\\\"cnt\\\" * 95) + 99) / 100 AS INTEGER)\\nGROUP BY \\\"day\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"day\", \"percentile_measure\"], \"rows\": [{\"day\": \"1\", \"percentile_measure\": 65.0}, {\"day\": \"10\", \"percentile_measure\": 62.0}, {\"day\": \"24\", \"percentile_measure\": 61.0}, {\"day\": \"4\", \"percentile_measure\": 60.0}, {\"day\": \"27\", \"percentile_measure\": 60.0}, {\"day\": \"26\", \"percentile_measure\": 60.0}, {\"day\": \"25\", \"percentile_measure\": 60.0}, {\"day\": \"22\", \"percentile_measure\": 60.0}, {\"day\": \"15\", \"percentile_measure\": 60.0}, {\"day\": \"12\", \"percentile_measure\": 60.0}, {\"day\": \"9\", \"percentile_measure\": 59.0}, {\"day\": \"8\", \"percentile_measure\": 59.0}, {\"day\": \"7\", \"percentile_measure\": 59.0}, {\"day\": \"6\", \"percentile_measure\": 59.0}, {\"day\": \"5\", \"percentile_measure\": 59.0}, {\"day\": \"3\", \"percentile_measure\": 59.0}, {\"day\": \"28\", \"percentile_measure\": 59.0}, {\"day\": \"2\", \"percentile_measure\": 59.0}, {\"day\": \"16\", \"percentile_measure\": 59.0}, {\"day\": \"14\", \"percentile_measure\": 59.0}, {\"day\": \"13\", \"percentile_measure\": 59.0}, {\"day\": \"11\", \"percentile_measure\": 59.0}, {\"day\": \"31\", \"percentile_measure\": 58.0}, {\"day\": \"30\", \"percentile_measure\": 58.0}, {\"day\": \"29\", \"percentile_measure\": 58.0}, {\"day\": \"23\", \"percentile_measure\": 58.0}, {\"day\": \"19\", \"percentile_measure\": 58.0}, {\"day\": \"18\", \"percentile_measure\": 58.0}, {\"day\": \"17\", \"percentile_measure\": 58.0}, {\"day\": \"21\", \"percentile_measure\": 57.0}, {\"day\": \"20\", \"percentile_measure\": 57.0}], \"row_count_returned\": 31, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 157.82}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4a78a89727da03a2402129bcac992e1a44aeb75a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:43:13.718444+00:00", + "ended_at": "2026-05-04T08:43:34.799129+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_c526f4c0b2513526", + "problem_id": "v2p_m8_6f1644205a6edf7f", + "dataset_id": "m8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=day, measure_col=age.", + "bindings": { + "group_col": "day", + "measure_col": "age", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_c526f4c0b2513526.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_c526f4c0b2513526", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 590, + "total_tokens": 23228, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 223, + "estimated_total_tokens": 2770, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20887.07, + "sql_execution_elapsed_ms_total": 157.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_c526f4c0b2513526\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..18d7598183f1ac3dba51fe39250948f85c991ab5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:43:34.632998+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20887.07, "started_at": "2026-05-04T08:43:13.727783+00:00", "ended_at": "2026-05-04T08:43:34.614664+00:00", "prompt_metrics": {"chars": 9119, "bytes_utf8": 9119, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 736, "bytes_utf8": 736, "lines": 1, "estimated_tokens": 223}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 590}, "stderr_preview": "2026-05-04T08:43:14.004529Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:43:16.404642Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(((\\\"cnt\\\" * 95) + 99) / 100 AS INTEGER)\\nGROUP BY \\\"day\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per \\\"day\\\" over CAST(\\\"age\\\" AS REAL).\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..27f7b7f85c333c17d8141f54ccfdfb72c54c3a2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c526f4c0b2513526/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_c526f4c0b2513526", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 590, + "total_tokens": 23228, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 223, + "estimated_total_tokens": 2770, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20887.07, + "sql_execution_elapsed_ms_total": 157.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_c526f4c0b2513526\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b485343f25856f60c40faffc7753a24e032707b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9094, "bytes_utf8": 9094, "lines": 300, "estimated_tokens": 2555}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22644, "cached_input_tokens": 21888, "output_tokens": 120}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7b4f1b890cda639f797b35b634f6238faed544e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_c78d667acea27ece", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 21888, + "output_tokens": 120, + "total_tokens": 22764, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2659, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10803.27, + "sql_execution_elapsed_ms_total": 26.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_c78d667acea27ece\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6af0402bed494f88697ffe55ab53bacfa1eabfa2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:15:19.211718+00:00", + "ended_at": "2026-05-04T08:15:30.015422+00:00", + "elapsed_ms": 10803.27, + "prompt_metrics": { + "chars": 9094, + "bytes_utf8": 9094, + "lines": 300, + "estimated_tokens": 2555 + }, + "stdout_metrics": { + "chars": 701, + "bytes_utf8": 701, + "lines": 4, + "estimated_tokens": 210 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13181 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 372, + "bytes_utf8": 372, + "lines": 1, + "estimated_tokens": 104 + }, + "usage": { + "input_tokens": 22644, + "cached_input_tokens": 21888, + "output_tokens": 120 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c32f3cb9e6849806b71e1e9ed93204824c261066 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=pdays, measure_col=pdays.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "pdays", + "measure_col": "pdays", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..68e461bb48a871f644c9bdf57d387b12d2159429 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-5734-7351-86b0-f51f12241a12"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"pdays\\\", AVG(CAST(\\\"pdays\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"pdays\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"pdays\\\";\",\"notes\":\"Used the planned template with group_col and measure_col both bound to \\\"pdays\\\". Cast \\\"pdays\\\" from TEXT to REAL for SQLite numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22644,"cached_input_tokens":21888,"output_tokens":120}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5869ea14728d469f384900cdc4c37052c2ec9907 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"pdays\", AVG(CAST(\"pdays\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"pdays\"\nHAVING COUNT(*) > 5\nORDER BY \"pdays\";","notes":"Used the planned template with group_col and measure_col both bound to \"pdays\". Cast \"pdays\" from TEXT to REAL for SQLite numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5dc7e76d2687230f81cc24ae65d6ce3242a1d4a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:19.425503Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:21.865239Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:29.071026Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c8cd6a4fb300c945fdd31f456bbdf07128c36c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=pdays, measure_col=pdays. +Result preview: [{"pdays": "-1", "avg_measure": -1.0, "support": 36954}, {"pdays": "1", "avg_measure": 1.0, "support": 15}, {"pdays": "10", "avg_measure": 10.0, "support": 6}, {"pdays": "100", "avg_measure": 100.0, "support": 30}, {"pdays": "101", "avg_measure": 101.0, "support": 30}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..101330473c4248bad725f757e73bc8fd87e733d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_c78d667acea27ece +-- problem_id: v2p_m8_e2c54408fa49a15e +-- realization_mode: agent +-- source_kind: agent +SELECT "pdays", AVG(CAST("pdays" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "pdays" +HAVING COUNT(*) > 5 +ORDER BY "pdays"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..180fc166fe257ecf3aac501cc78819b193dd4d2a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"pdays\", AVG(CAST(\"pdays\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"pdays\"\nHAVING COUNT(*) > 5\nORDER BY \"pdays\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"pdays\\\", AVG(CAST(\\\"pdays\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"pdays\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"pdays\\\";\", \"columns\": [\"pdays\", \"avg_measure\", \"support\"], \"rows\": [{\"pdays\": \"-1\", \"avg_measure\": -1.0, \"support\": 36954}, {\"pdays\": \"1\", \"avg_measure\": 1.0, \"support\": 15}, {\"pdays\": \"10\", \"avg_measure\": 10.0, \"support\": 6}, {\"pdays\": \"100\", \"avg_measure\": 100.0, \"support\": 30}, {\"pdays\": \"101\", \"avg_measure\": 101.0, \"support\": 30}, {\"pdays\": \"102\", \"avg_measure\": 102.0, \"support\": 35}, {\"pdays\": \"103\", \"avg_measure\": 103.0, \"support\": 24}, {\"pdays\": \"104\", \"avg_measure\": 104.0, \"support\": 45}, {\"pdays\": \"105\", \"avg_measure\": 105.0, \"support\": 42}, {\"pdays\": \"106\", \"avg_measure\": 106.0, \"support\": 23}, {\"pdays\": \"107\", \"avg_measure\": 107.0, \"support\": 13}, {\"pdays\": \"108\", \"avg_measure\": 108.0, \"support\": 12}, {\"pdays\": \"109\", \"avg_measure\": 109.0, \"support\": 19}, {\"pdays\": \"110\", \"avg_measure\": 110.0, \"support\": 28}, {\"pdays\": \"111\", \"avg_measure\": 111.0, \"support\": 29}, {\"pdays\": \"112\", \"avg_measure\": 112.0, \"support\": 19}, {\"pdays\": \"113\", \"avg_measure\": 113.0, \"support\": 33}, {\"pdays\": \"114\", \"avg_measure\": 114.0, \"support\": 12}, {\"pdays\": \"115\", \"avg_measure\": 115.0, \"support\": 12}, {\"pdays\": \"116\", \"avg_measure\": 116.0, \"support\": 12}, {\"pdays\": \"117\", \"avg_measure\": 117.0, \"support\": 14}, {\"pdays\": \"118\", \"avg_measure\": 118.0, \"support\": 9}, {\"pdays\": \"119\", \"avg_measure\": 119.0, \"support\": 31}, {\"pdays\": \"12\", \"avg_measure\": 12.0, \"support\": 7}, {\"pdays\": \"120\", \"avg_measure\": 120.0, \"support\": 20}, {\"pdays\": \"121\", \"avg_measure\": 121.0, \"support\": 9}, {\"pdays\": \"122\", \"avg_measure\": 122.0, \"support\": 12}, {\"pdays\": \"123\", \"avg_measure\": 123.0, \"support\": 17}, {\"pdays\": \"124\", \"avg_measure\": 124.0, \"support\": 17}, {\"pdays\": \"125\", \"avg_measure\": 125.0, \"support\": 7}, {\"pdays\": \"126\", \"avg_measure\": 126.0, \"support\": 22}, {\"pdays\": \"127\", \"avg_measure\": 127.0, \"support\": 23}, {\"pdays\": \"128\", \"avg_measure\": 128.0, \"support\": 7}, {\"pdays\": \"129\", \"avg_measure\": 129.0, \"support\": 12}, {\"pdays\": \"13\", \"avg_measure\": 13.0, \"support\": 6}, {\"pdays\": \"130\", \"avg_measure\": 130.0, \"support\": 13}, {\"pdays\": \"131\", \"avg_measure\": 131.0, \"support\": 18}, {\"pdays\": \"132\", \"avg_measure\": 132.0, \"support\": 6}, {\"pdays\": \"133\", \"avg_measure\": 133.0, \"support\": 22}, {\"pdays\": \"134\", \"avg_measure\": 134.0, \"support\": 10}, {\"pdays\": \"135\", \"avg_measure\": 135.0, \"support\": 14}, {\"pdays\": \"136\", \"avg_measure\": 136.0, \"support\": 15}, {\"pdays\": \"137\", \"avg_measure\": 137.0, \"support\": 8}, {\"pdays\": \"138\", \"avg_measure\": 138.0, \"support\": 9}, {\"pdays\": \"139\", \"avg_measure\": 139.0, \"support\": 12}, {\"pdays\": \"14\", \"avg_measure\": 14.0, \"support\": 9}, {\"pdays\": \"140\", \"avg_measure\": 140.0, \"support\": 18}, {\"pdays\": \"141\", \"avg_measure\": 141.0, \"support\": 12}, {\"pdays\": \"142\", \"avg_measure\": 142.0, \"support\": 6}, {\"pdays\": \"143\", \"avg_measure\": 143.0, \"support\": 6}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 26.87}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..45b5004fef0c536df05d06fc7bf73f9bfb066f66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:15:19.200156+00:00", + "ended_at": "2026-05-04T08:15:30.068417+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_c78d667acea27ece", + "problem_id": "v2p_m8_e2c54408fa49a15e", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=pdays, measure_col=pdays.", + "bindings": { + "group_col": "pdays", + "measure_col": "pdays", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_c78d667acea27ece.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_c78d667acea27ece", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 21888, + "output_tokens": 120, + "total_tokens": 22764, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2659, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10803.27, + "sql_execution_elapsed_ms_total": 26.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_c78d667acea27ece\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6f72e489602446848d97038ff0424b30c3edcd24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:30.034219+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10803.27, "started_at": "2026-05-04T08:15:19.211718+00:00", "ended_at": "2026-05-04T08:15:30.015422+00:00", "prompt_metrics": {"chars": 9094, "bytes_utf8": 9094, "lines": 300, "estimated_tokens": 2555}, "response_metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22644, "cached_input_tokens": 21888, "output_tokens": 120}, "stderr_preview": "2026-05-04T08:15:19.425503Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:21.865239Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"pdays\\\";\",\"notes\":\"Used the planned template with group_col and measure_col both bound to \\\"pdays\\\". Cast \\\"pdays\\\" from TEXT to REAL for SQLite numeric averaging.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1dc6e84f8ee2e8625c7f5a7ff5a593fe6dc01748 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c78d667acea27ece/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_c78d667acea27ece", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 21888, + "output_tokens": 120, + "total_tokens": 22764, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2659, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10803.27, + "sql_execution_elapsed_ms_total": 26.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_c78d667acea27ece\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..60ad573d04e210f2b26e87382b2e1c50ceb4abfe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9132, "bytes_utf8": 9132, "lines": 298, "estimated_tokens": 2564}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 579, "bytes_utf8": 579, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 22655, "cached_input_tokens": 21888, "output_tokens": 181}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bf3b68975b8a44f22d1a1c12fd9247dec84ef031 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_c973adbb587c464a", + "api_calls": 0, + "input_tokens": 22655, + "cached_input_tokens": 21888, + "output_tokens": 181, + "total_tokens": 22836, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2564, + "estimated_output_tokens": 141, + "estimated_total_tokens": 2705, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11521.14, + "sql_execution_elapsed_ms_total": 117.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_c973adbb587c464a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..87d1e37b8ee3eb529173cdb96f4387165f0a680f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:49:16.812790+00:00", + "ended_at": "2026-05-04T08:49:28.331833+00:00", + "elapsed_ms": 11521.14, + "prompt_metrics": { + "chars": 9132, + "bytes_utf8": 9132, + "lines": 298, + "estimated_tokens": 2564 + }, + "stdout_metrics": { + "chars": 908, + "bytes_utf8": 908, + "lines": 4, + "estimated_tokens": 249 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13204 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 579, + "bytes_utf8": 579, + "lines": 1, + "estimated_tokens": 141 + }, + "usage": { + "input_tokens": 22655, + "cached_input_tokens": 21888, + "output_tokens": 181 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..359d5019c7461d4f86d0d74037e73944d932e061 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=duration.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "duration", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbdc6c5f3b72bbd00035fc3b3025637003393ff7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22d-6ea1-7d73-902d-237981047652"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"duration\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"duration\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m8\\\"\\n)\\nSELECT \\\"duration\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"duration\\\" AS REAL) DESC;\",\"notes\":\"Applied the provided Quantile Tail Slice template with measure_col bound to \\\"duration\\\" and num_tiles set to 10. CAST to REAL was added so the tail bucket and final ordering use numeric rather than lexicographic comparison, since the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22655,"cached_input_tokens":21888,"output_tokens":181}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fc4db5e20f1f7690b8c05efc274da8dc6ad5af9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"duration\",\n NTILE(10) OVER (ORDER BY CAST(\"duration\" AS REAL) DESC) AS tail_bucket\n FROM \"m8\"\n)\nSELECT \"duration\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"duration\" AS REAL) DESC;","notes":"Applied the provided Quantile Tail Slice template with measure_col bound to \"duration\" and num_tiles set to 10. CAST to REAL was added so the tail bucket and final ordering use numeric rather than lexicographic comparison, since the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a6e3833c92323f17f0ccf58f1d78b4911d9bebe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:49:17.011407Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:49:19.519069Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:49:27.546876Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcc2f60e04c3bab3fe109b743e22461e7ec41ed3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=duration. +Result preview: [{"duration": "4918"}, {"duration": "3881"}, {"duration": "3785"}, {"duration": "3422"}, {"duration": "3366"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b99d5c1db77aa7efcbf83f56e949dbf01353c393 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m8_c973adbb587c464a +-- problem_id: v2p_m8_2a4c8f90f37555eb +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "duration", + NTILE(10) OVER (ORDER BY CAST("duration" AS REAL) DESC) AS tail_bucket + FROM "m8" +) +SELECT "duration" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("duration" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc3840e3b15160e94d61dbec477058414a17289a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"duration\",\n NTILE(10) OVER (ORDER BY CAST(\"duration\" AS REAL) DESC) AS tail_bucket\n FROM \"m8\"\n)\nSELECT \"duration\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"duration\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"duration\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"duration\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m8\\\"\\n)\\nSELECT \\\"duration\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"duration\\\" AS REAL) DESC;\", \"columns\": [\"duration\"], \"rows\": [{\"duration\": \"4918\"}, {\"duration\": \"3881\"}, {\"duration\": \"3785\"}, {\"duration\": \"3422\"}, {\"duration\": \"3366\"}, {\"duration\": \"3322\"}, {\"duration\": \"3284\"}, {\"duration\": \"3253\"}, {\"duration\": \"3183\"}, {\"duration\": \"3102\"}, {\"duration\": \"3094\"}, {\"duration\": \"3078\"}, {\"duration\": \"3076\"}, {\"duration\": \"3025\"}, {\"duration\": \"2870\"}, {\"duration\": \"2775\"}, {\"duration\": \"2770\"}, {\"duration\": \"2769\"}, {\"duration\": \"2692\"}, {\"duration\": \"2653\"}, {\"duration\": \"2635\"}, {\"duration\": \"2621\"}, {\"duration\": \"2516\"}, {\"duration\": \"2485\"}, {\"duration\": \"2462\"}, {\"duration\": \"2456\"}, {\"duration\": \"2453\"}, {\"duration\": \"2429\"}, {\"duration\": \"2420\"}, {\"duration\": \"2389\"}, {\"duration\": \"2372\"}, {\"duration\": \"2330\"}, {\"duration\": \"2301\"}, {\"duration\": \"2260\"}, {\"duration\": \"2256\"}, {\"duration\": \"2241\"}, {\"duration\": \"2231\"}, {\"duration\": \"2219\"}, {\"duration\": \"2201\"}, {\"duration\": \"2191\"}, {\"duration\": \"2187\"}, {\"duration\": \"2184\"}, {\"duration\": \"2177\"}, {\"duration\": \"2150\"}, {\"duration\": \"2129\"}, {\"duration\": \"2093\"}, {\"duration\": \"2087\"}, {\"duration\": \"2078\"}, {\"duration\": \"2062\"}, {\"duration\": \"2055\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 117.76}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a363f59ab178946944de6d45d70699c713745478 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:49:16.805417+00:00", + "ended_at": "2026-05-04T08:49:28.479778+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_c973adbb587c464a", + "problem_id": "v2p_m8_2a4c8f90f37555eb", + "dataset_id": "m8", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=duration.", + "bindings": { + "measure_col": "duration", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_c973adbb587c464a.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_c973adbb587c464a", + "api_calls": 0, + "input_tokens": 22655, + "cached_input_tokens": 21888, + "output_tokens": 181, + "total_tokens": 22836, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2564, + "estimated_output_tokens": 141, + "estimated_total_tokens": 2705, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11521.14, + "sql_execution_elapsed_ms_total": 117.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_c973adbb587c464a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c8e6e27f4e5d944c1b591cb948618550b9c8b3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c973adbb587c464a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:49:28.352836+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11521.14, "started_at": "2026-05-04T08:49:16.812790+00:00", "ended_at": "2026-05-04T08:49:28.331833+00:00", "prompt_metrics": {"chars": 9132, "bytes_utf8": 9132, "lines": 298, "estimated_tokens": 2564}, "response_metrics": {"chars": 579, "bytes_utf8": 579, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 22655, "cached_input_tokens": 21888, "output_tokens": 181}, "stderr_preview": "2026-05-04T08:49:17.011407Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:49:19.519069Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=marital, group_col_2=previous, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "marital", + "group_col_2": "previous", + "target_col": "y", + "target_value": "no", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c7f52c298e875695c183b6483215cb640d0e25c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-5bdb-7360-bc1c-587589abdeec"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"marital\\\", \\\"previous\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"previous\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Uses the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=marital, group_col_2=previous, target_col=y, target_value='no'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22702,"cached_input_tokens":21888,"output_tokens":139}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..143c42d5ef0201f8cee70af03b96b9e13b253631 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"marital\", \"previous\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"marital\", \"previous\"\nORDER BY target_rate DESC;","notes":"Uses the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=marital, group_col_2=previous, target_col=y, target_value='no'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58365f2d1a973e9a6ab385f0119eff543ee2dd76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:37.192179Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:39.509126Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:47.703763Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a2ae21df477e53435160ffd74b1b019210cdb34 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=marital, group_col_2=previous, target_col=y. +Result preview: [{"marital": "divorced", "previous": "14", "target_rate": 1.0}, {"marital": "divorced", "previous": "15", "target_rate": 1.0}, {"marital": "divorced", "previous": "16", "target_rate": 1.0}, {"marital": "divorced", "previous": "19", "target_rate": 1.0}, {"marital": "divorced", "previous": "22", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1c9c4efe6153aeed66140953db32fcecacc7ee34 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_c9cb180b11ed7a73 +-- problem_id: v2p_m8_8930757a1dea2276 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", "previous", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "marital", "previous" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4bc4769657e3ccc77f64caef3c6c536ae1c333d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"marital\", \"previous\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"marital\", \"previous\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"marital\\\", \\\"previous\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"previous\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"marital\", \"previous\", \"target_rate\"], \"rows\": [{\"marital\": \"divorced\", \"previous\": \"14\", \"target_rate\": 1.0}, {\"marital\": \"divorced\", \"previous\": \"15\", \"target_rate\": 1.0}, {\"marital\": \"divorced\", \"previous\": \"16\", \"target_rate\": 1.0}, {\"marital\": \"divorced\", \"previous\": \"19\", \"target_rate\": 1.0}, {\"marital\": \"divorced\", \"previous\": \"22\", \"target_rate\": 1.0}, {\"marital\": \"divorced\", \"previous\": \"23\", \"target_rate\": 1.0}, {\"marital\": \"divorced\", \"previous\": \"24\", \"target_rate\": 1.0}, {\"marital\": \"divorced\", \"previous\": \"26\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"15\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"16\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"18\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"19\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"21\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"22\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"23\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"24\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"25\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"27\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"275\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"28\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"29\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"30\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"32\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"37\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"38\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"previous\": \"41\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"16\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"18\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"20\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"25\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"27\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"28\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"30\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"35\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"37\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"38\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"40\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"51\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"previous\": \"13\", \"target_rate\": 0.9375}, {\"marital\": \"married\", \"previous\": \"0\", \"target_rate\": 0.9241176732386844}, {\"marital\": \"divorced\", \"previous\": \"0\", \"target_rate\": 0.8975678203928905}, {\"marital\": \"single\", \"previous\": \"15\", \"target_rate\": 0.8888888888888888}, {\"marital\": \"single\", \"previous\": \"0\", \"target_rate\": 0.878440591634832}, {\"marital\": \"divorced\", \"previous\": \"9\", \"target_rate\": 0.875}, {\"marital\": \"divorced\", \"previous\": \"8\", \"target_rate\": 0.8666666666666667}, {\"marital\": \"divorced\", \"previous\": \"7\", \"target_rate\": 0.8571428571428571}, {\"marital\": \"married\", \"previous\": \"12\", \"target_rate\": 0.8461538461538461}, {\"marital\": \"divorced\", \"previous\": \"2\", \"target_rate\": 0.8347107438016529}, {\"marital\": \"divorced\", \"previous\": \"11\", \"target_rate\": 0.8333333333333334}, {\"marital\": \"married\", \"previous\": \"17\", \"target_rate\": 0.8333333333333334}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 48.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7bf54d9a8b624c0dc1a2c91c1644f2835ba50676 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:18:37.005865+00:00", + "ended_at": "2026-05-04T08:18:48.598909+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_c9cb180b11ed7a73", + "problem_id": "v2p_m8_8930757a1dea2276", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=marital, group_col_2=previous, target_col=y.", + "bindings": { + "group_col": "marital", + "group_col_2": "previous", + "target_col": "y", + "target_value": "no", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_c9cb180b11ed7a73.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_c9cb180b11ed7a73", + "api_calls": 0, + "input_tokens": 22702, + "cached_input_tokens": 21888, + "output_tokens": 139, + "total_tokens": 22841, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2611, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2734, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11512.95, + "sql_execution_elapsed_ms_total": 48.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_c9cb180b11ed7a73\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4ee9e2719c99bc725082eaef911db25ccd28d84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_c9cb180b11ed7a73/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:48.543991+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11512.95, "started_at": "2026-05-04T08:18:37.013628+00:00", "ended_at": "2026-05-04T08:18:48.527259+00:00", "prompt_metrics": {"chars": 9251, "bytes_utf8": 9251, "lines": 303, "estimated_tokens": 2611}, "response_metrics": {"chars": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22702, "cached_input_tokens": 21888, "output_tokens": 139}, "stderr_preview": "2026-05-04T08:18:37.192179Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:39.509126Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=default.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "default", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2f021db376633c2721277a0a984675c824c9c66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-d16e-72c2-9fa4-4047c483c9d5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"default\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"default\\\" on the single table \\\"m8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22575,"cached_input_tokens":19840,"output_tokens":87}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5622fb56f5daed337df0022efe7d279a96a9ef8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"default\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"default\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"default\" on the single table \"m8\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e882b7b47ab340753788465fee1593ebd64c515d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:17.487946Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:20.039679Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:27.530863Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..44180e052ac8b24758510637ff8a6c0bab14c860 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=default. +Result preview: [{"default": "no", "row_count": 44396}, {"default": "yes", "row_count": 815}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9dc69d9025ec1973a19477e654cdfadc606e709d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m8_caf68090ae6d6309 +-- problem_id: v2p_m8_6adec0d39507c22c +-- realization_mode: agent +-- source_kind: agent +SELECT "default", COUNT(*) AS row_count +FROM "m8" +GROUP BY "default" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59fabc2b820af6d1f7894d7b99e471682c5f75a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"default\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"default\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"default\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"default\", \"row_count\"], \"rows\": [{\"default\": \"no\", \"row_count\": 44396}, {\"default\": \"yes\", \"row_count\": 815}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.5}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..154c42687747b1a6f65d134b37137c14fc090b4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:09:17.274427+00:00", + "ended_at": "2026-05-04T08:09:28.406599+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_caf68090ae6d6309", + "problem_id": "v2p_m8_6adec0d39507c22c", + "dataset_id": "m8", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=default.", + "bindings": { + "group_col": "default", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_caf68090ae6d6309.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_caf68090ae6d6309", + "api_calls": 0, + "input_tokens": 22575, + "cached_input_tokens": 19840, + "output_tokens": 87, + "total_tokens": 22662, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2484, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2555, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11077.91, + "sql_execution_elapsed_ms_total": 20.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_caf68090ae6d6309\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e82d668a3c6679753939a0b60ef83c534fb0391 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_caf68090ae6d6309/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:28.378382+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11077.91, "started_at": "2026-05-04T08:09:17.282814+00:00", "ended_at": "2026-05-04T08:09:28.360790+00:00", "prompt_metrics": {"chars": 8867, "bytes_utf8": 8867, "lines": 298, "estimated_tokens": 2484}, "response_metrics": {"chars": 283, "bytes_utf8": 283, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22575, "cached_input_tokens": 19840, "output_tokens": 87}, "stderr_preview": "2026-05-04T08:09:17.487946Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:20.039679Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=education, group_col_2=default, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "education", + "group_col_2": "default", + "target_col": "y", + "target_value": "yes", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..465f66398de0461e18a7dd28fa2a7f7989cd7b16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-8007-72e3-9b73-aa504c89f71f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"default\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"default\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Uses the requested Two-Axis Target Rate Surface template with group_col=education, group_col_2=default, and target_col=y. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22700,"cached_input_tokens":21888,"output_tokens":126}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd46af6bb60780c1379ecbcdfcc6f648b8ca4014 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"default\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"education\", \"default\"\nORDER BY target_rate DESC;","notes":"Uses the requested Two-Axis Target Rate Surface template with group_col=education, group_col_2=default, and target_col=y. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa0e6d1ea61461ea1dc5d2e4cc3b99e6c383257a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:51.991861Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:54.402737Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:03.413818Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1c4c631cdb1c7d9abda819efd043531299f2871 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=education, group_col_2=default, target_col=y. +Result preview: [{"education": "tertiary", "default": "no", "target_rate": 0.15126306952606272}, {"education": "unknown", "default": "no", "target_rate": 0.1358904109589041}, {"education": "unknown", "default": "yes", "target_rate": 0.125}, {"education": "secondary", "default": "no", "target_rate": 0.10648962363700316}, {"education": "primary", "default": "no", "target_rate": 0.08700178465199286}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab579f98f844b4ba8443bc876ca9072b35f95ce7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_ce132c5cffc98e07 +-- problem_id: v2p_m8_7e355492064b0b28 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "default", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "education", "default" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f36133c6afb1aaa48a5c255812ea6568777f25c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"default\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"education\", \"default\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"default\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"default\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"education\", \"default\", \"target_rate\"], \"rows\": [{\"education\": \"tertiary\", \"default\": \"no\", \"target_rate\": 0.15126306952606272}, {\"education\": \"unknown\", \"default\": \"no\", \"target_rate\": 0.1358904109589041}, {\"education\": \"unknown\", \"default\": \"yes\", \"target_rate\": 0.125}, {\"education\": \"secondary\", \"default\": \"no\", \"target_rate\": 0.10648962363700316}, {\"education\": \"primary\", \"default\": \"no\", \"target_rate\": 0.08700178465199286}, {\"education\": \"tertiary\", \"default\": \"yes\", \"target_rate\": 0.0707070707070707}, {\"education\": \"secondary\", \"default\": \"yes\", \"target_rate\": 0.0611353711790393}, {\"education\": \"primary\", \"default\": \"yes\", \"target_rate\": 0.047244094488188976}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 67.61}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09eea0e5c196b0ef2687a289030afbc1122d428c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:19:51.789961+00:00", + "ended_at": "2026-05-04T08:20:04.504577+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_ce132c5cffc98e07", + "problem_id": "v2p_m8_7e355492064b0b28", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=education, group_col_2=default, target_col=y.", + "bindings": { + "group_col": "education", + "group_col_2": "default", + "target_col": "y", + "target_value": "yes", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_ce132c5cffc98e07.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_ce132c5cffc98e07", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 126, + "total_tokens": 22826, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2719, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12601.47, + "sql_execution_elapsed_ms_total": 67.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_ce132c5cffc98e07\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..520a8dd6e348197b50af67fa296d0c0c82e83d0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ce132c5cffc98e07/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:04.424971+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12601.47, "started_at": "2026-05-04T08:19:51.799118+00:00", "ended_at": "2026-05-04T08:20:04.400139+00:00", "prompt_metrics": {"chars": 9248, "bytes_utf8": 9248, "lines": 303, "estimated_tokens": 2609}, "response_metrics": {"chars": 424, "bytes_utf8": 424, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22700, "cached_input_tokens": 21888, "output_tokens": 126}, "stderr_preview": "2026-05-04T08:19:51.991861Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:54.402737Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ced6ce5f8f3c17ed/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ced6ce5f8f3c17ed/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c585238af0c4f0ab1f4ef48faf992aaa7e07bce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ced6ce5f8f3c17ed/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_ced6ce5f8f3c17ed\n-- problem_id: v2p_m8_7b2319e9730b705f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"previous\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"m8\"\nGROUP BY \"previous\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_ced6ce5f8f3c17ed\\n-- problem_id: v2p_m8_7b2319e9730b705f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"previous\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"previous\", \"support\", \"avg_response\"], \"rows\": [{\"previous\": \"0\", \"support\": 36954, \"avg_response\": 16.145424040699247}, {\"previous\": \"1\", \"support\": 2772, \"avg_response\": 14.405122655122655}, {\"previous\": \"2\", \"support\": 2106, \"avg_response\": 14.23741690408357}, {\"previous\": \"3\", \"support\": 1142, \"avg_response\": 14.399299474605954}, {\"previous\": \"4\", \"support\": 714, \"avg_response\": 14.210084033613445}, {\"previous\": \"5\", \"support\": 459, \"avg_response\": 14.087145969498911}, {\"previous\": \"6\", \"support\": 277, \"avg_response\": 14.212996389891696}, {\"previous\": \"7\", \"support\": 205, \"avg_response\": 14.08780487804878}, {\"previous\": \"8\", \"support\": 129, \"avg_response\": 14.395348837209303}, {\"previous\": \"9\", \"support\": 92, \"avg_response\": 13.923913043478262}, {\"previous\": \"10\", \"support\": 67, \"avg_response\": 14.701492537313433}, {\"previous\": \"11\", \"support\": 65, \"avg_response\": 13.692307692307692}, {\"previous\": \"12\", \"support\": 44, \"avg_response\": 13.227272727272727}, {\"previous\": \"13\", \"support\": 38, \"avg_response\": 14.842105263157896}, {\"previous\": \"15\", \"support\": 20, \"avg_response\": 11.6}, {\"previous\": \"14\", \"support\": 19, \"avg_response\": 12.631578947368421}, {\"previous\": \"17\", \"support\": 15, \"avg_response\": 15.933333333333334}, {\"previous\": \"16\", \"support\": 13, \"avg_response\": 14.923076923076923}, {\"previous\": \"19\", \"support\": 11, \"avg_response\": 14.636363636363637}, {\"previous\": \"20\", \"support\": 8, \"avg_response\": 11.25}, {\"previous\": \"23\", \"support\": 8, \"avg_response\": 9.625}, {\"previous\": \"18\", \"support\": 6, \"avg_response\": 16.333333333333332}, {\"previous\": \"22\", \"support\": 6, \"avg_response\": 12.666666666666666}, {\"previous\": \"24\", \"support\": 5, \"avg_response\": 15.6}, {\"previous\": \"27\", \"support\": 5, \"avg_response\": 15.0}], \"row_count_returned\": 25, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.39}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ced6ce5f8f3c17ed/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ced6ce5f8f3c17ed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a5469dde143d03ea6b94e8fbf0801602f0c2cc1f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ced6ce5f8f3c17ed/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:12.091530+00:00", + "ended_at": "2026-05-04T08:57:12.122811+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_ced6ce5f8f3c17ed", + "problem_id": "v2p_m8_7b2319e9730b705f", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=day, key_col=previous.", + "bindings": { + "key_col": "previous", + "measure_col": "day", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=23", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 23, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_ced6ce5f8f3c17ed.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ced6ce5f8f3c17ed/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ced6ce5f8f3c17ed/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ced6ce5f8f3c17ed/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d77a8ea3e82efca73002bef833c2b1972a2b373 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9103, "bytes_utf8": 9103, "lines": 300, "estimated_tokens": 2555}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22644, "cached_input_tokens": 19840, "output_tokens": 145}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5ba8a9d63f89bea5897976046b1d2bc20eae5771 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_cf588f89fe24c8f4", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 19840, + "output_tokens": 145, + "total_tokens": 22789, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11972.86, + "sql_execution_elapsed_ms_total": 34.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_cf588f89fe24c8f4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..605bbaa6f3c09ce21a05b3cc389b73fb52ba6f1f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:17:47.807114+00:00", + "ended_at": "2026-05-04T08:17:59.778359+00:00", + "elapsed_ms": 11972.86, + "prompt_metrics": { + "chars": 9103, + "bytes_utf8": 9103, + "lines": 300, + "estimated_tokens": 2555 + }, + "stdout_metrics": { + "chars": 780, + "bytes_utf8": 780, + "lines": 4, + "estimated_tokens": 229 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13179 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 439, + "bytes_utf8": 439, + "lines": 1, + "estimated_tokens": 115 + }, + "usage": { + "input_tokens": 22644, + "cached_input_tokens": 19840, + "output_tokens": 145 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..566f9f2bc13fc52915e9f0704dc952b14efcde43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=marital, measure_col=campaign.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "marital", + "measure_col": "campaign", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1139fc24e42cb135d0523e5f7b95aeee3eabf8f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-9bad-7e70-a1eb-11f653f5a385"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"marital\\\", AVG(CAST(\\\"campaign\\\" AS REAL)) AS \\\"avg_measure\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"marital\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"marital\\\" and measure_col=\\\"campaign\\\". CAST to REAL was added because the schema stores \\\"campaign\\\" as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22644,"cached_input_tokens":19840,"output_tokens":145}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..737081cf26adcbabd55922c30be0a1dc22898cf6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"marital\", AVG(CAST(\"campaign\" AS REAL)) AS \"avg_measure\", COUNT(*) AS \"support\"\nFROM \"m8\"\nGROUP BY \"marital\"\nHAVING COUNT(*) > 5\nORDER BY \"marital\";","notes":"Used the provided Support-Guarded Group Average template with group_col=\"marital\" and measure_col=\"campaign\". CAST to REAL was added because the schema stores \"campaign\" as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4a9a0575ea0ae2b89c4028f5cd7a222f3ae63f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:48.022906Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:50.403739Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:58.903840Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d29a4386f052a964fd41c9d0bcaf475a5f7bb52 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=marital, measure_col=campaign. +Result preview: [{"marital": "divorced", "avg_measure": 2.6308815056654504, "support": 5207}, {"marital": "married", "avg_measure": 2.8428749908135518, "support": 27214}, {"marital": "single", "avg_measure": 2.649804534792807, "support": 12790}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b6d1d274c099481cd4159290eb5b184e4845a505 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_cf588f89fe24c8f4 +-- problem_id: v2p_m8_8e9ea44a7b44fe04 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", AVG(CAST("campaign" AS REAL)) AS "avg_measure", COUNT(*) AS "support" +FROM "m8" +GROUP BY "marital" +HAVING COUNT(*) > 5 +ORDER BY "marital"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..28398cb87d485ee72a829de0d32d059a85e8ba26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"marital\", AVG(CAST(\"campaign\" AS REAL)) AS \"avg_measure\", COUNT(*) AS \"support\"\nFROM \"m8\"\nGROUP BY \"marital\"\nHAVING COUNT(*) > 5\nORDER BY \"marital\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"marital\\\", AVG(CAST(\\\"campaign\\\" AS REAL)) AS \\\"avg_measure\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"marital\\\";\", \"columns\": [\"marital\", \"avg_measure\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"avg_measure\": 2.6308815056654504, \"support\": 5207}, {\"marital\": \"married\", \"avg_measure\": 2.8428749908135518, \"support\": 27214}, {\"marital\": \"single\", \"avg_measure\": 2.649804534792807, \"support\": 12790}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 34.55}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..57077f7396999261ec3c7468be450453bea056aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:17:47.798782+00:00", + "ended_at": "2026-05-04T08:17:59.840462+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_cf588f89fe24c8f4", + "problem_id": "v2p_m8_8e9ea44a7b44fe04", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=marital, measure_col=campaign.", + "bindings": { + "group_col": "marital", + "measure_col": "campaign", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=32" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_cf588f89fe24c8f4.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_cf588f89fe24c8f4", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 19840, + "output_tokens": 145, + "total_tokens": 22789, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11972.86, + "sql_execution_elapsed_ms_total": 34.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_cf588f89fe24c8f4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b87252527e61c2f75fbf23185a40740cbf5d04bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:59.798399+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11972.86, "started_at": "2026-05-04T08:17:47.807114+00:00", "ended_at": "2026-05-04T08:17:59.778359+00:00", "prompt_metrics": {"chars": 9103, "bytes_utf8": 9103, "lines": 300, "estimated_tokens": 2555}, "response_metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22644, "cached_input_tokens": 19840, "output_tokens": 145}, "stderr_preview": "2026-05-04T08:17:48.022906Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:50.403739Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"marital\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"marital\\\" and measure_col=\\\"campaign\\\". CAST to REAL was added because the schema stores \\\"campaign\\\" as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eeffa4a4f1f04d43d22e3a19529b220f3be4bade --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_cf588f89fe24c8f4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_cf588f89fe24c8f4", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 19840, + "output_tokens": 145, + "total_tokens": 22789, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11972.86, + "sql_execution_elapsed_ms_total": 34.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_cf588f89fe24c8f4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d7b6f973a525bb90388752b437c1687007bba48d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9124, "bytes_utf8": 9124, "lines": 300, "estimated_tokens": 2590}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22679, "cached_input_tokens": 21888, "output_tokens": 131}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1f9986c2069fa6e29d0e993e1b0e304266b0bb0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d0e223a5afeb0230", + "api_calls": 0, + "input_tokens": 22679, + "cached_input_tokens": 21888, + "output_tokens": 131, + "total_tokens": 22810, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2590, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2705, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11246.36, + "sql_execution_elapsed_ms_total": 51.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_d0e223a5afeb0230\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..60ad8dd16e6037a2ee53a10b8521ea9b1edef551 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:56:09.028171+00:00", + "ended_at": "2026-05-04T08:56:20.274726+00:00", + "elapsed_ms": 11246.36, + "prompt_metrics": { + "chars": 9124, + "bytes_utf8": 9124, + "lines": 300, + "estimated_tokens": 2590 + }, + "stdout_metrics": { + "chars": 768, + "bytes_utf8": 768, + "lines": 4, + "estimated_tokens": 222 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13188 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 436, + "bytes_utf8": 436, + "lines": 1, + "estimated_tokens": 115 + }, + "usage": { + "input_tokens": 22679, + "cached_input_tokens": 21888, + "output_tokens": 131 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eadb08499265c8b045b1b689ba48ea3be3f50ce3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=marital, group_col_2=contact.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "marital", + "group_col_2": "contact", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f101fd87c68c35c6f1f863bc1c0934cb4c77d4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df233-b8d3-7101-a094-f8a2fd02f547"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"contact\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"contact\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"contact\\\"\\nLIMIT 11;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=marital, group_col_2=contact, top_k=11. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22679,"cached_input_tokens":21888,"output_tokens":131}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2a645434f4453f3e0d1f8cc072bd9ddb720f81e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"contact\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"contact\"\nORDER BY support ASC, \"marital\", \"contact\"\nLIMIT 11;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=marital, group_col_2=contact, top_k=11. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..013b8a0f1f1b0ce0e3cef015f242d70cb288ef1e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:56:09.227007Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:56:11.641019Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:56:19.350383Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9625769ca93eecd6e5cac4e6c5091a30c17b041 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=marital, group_col_2=contact. +Result preview: [{"marital": "divorced", "contact": "telephone", "support": 271}, {"marital": "single", "contact": "telephone", "support": 620}, {"marital": "divorced", "contact": "unknown", "support": 1610}, {"marital": "married", "contact": "telephone", "support": 2015}, {"marital": "divorced", "contact": "cellular", "support": 3326}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c63eb2047ee04a5e580aa0cedf81f72572fd813 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m8_d0e223a5afeb0230 +-- problem_id: v2p_m8_57f87e7dd9b242b2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "contact", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "contact" +ORDER BY support ASC, "marital", "contact" +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff213d0c5d4d96821537f1f756fde2dd8aa682d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"contact\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"contact\"\nORDER BY support ASC, \"marital\", \"contact\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"contact\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"contact\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"contact\\\"\\nLIMIT 11;\", \"columns\": [\"marital\", \"contact\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"contact\": \"telephone\", \"support\": 271}, {\"marital\": \"single\", \"contact\": \"telephone\", \"support\": 620}, {\"marital\": \"divorced\", \"contact\": \"unknown\", \"support\": 1610}, {\"marital\": \"married\", \"contact\": \"telephone\", \"support\": 2015}, {\"marital\": \"divorced\", \"contact\": \"cellular\", \"support\": 3326}, {\"marital\": \"single\", \"contact\": \"unknown\", \"support\": 3379}, {\"marital\": \"married\", \"contact\": \"unknown\", \"support\": 8031}, {\"marital\": \"single\", \"contact\": \"cellular\", \"support\": 8791}, {\"marital\": \"married\", \"contact\": \"cellular\", \"support\": 17168}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 51.13}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6a334354dc31dfe78ee211f5c2d4f3e8060446d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:56:09.020451+00:00", + "ended_at": "2026-05-04T08:56:20.365099+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d0e223a5afeb0230", + "problem_id": "v2p_m8_57f87e7dd9b242b2", + "dataset_id": "m8", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=marital, group_col_2=contact.", + "bindings": { + "group_col": "marital", + "group_col_2": "contact", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=136" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_d0e223a5afeb0230.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d0e223a5afeb0230", + "api_calls": 0, + "input_tokens": 22679, + "cached_input_tokens": 21888, + "output_tokens": 131, + "total_tokens": 22810, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2590, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2705, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11246.36, + "sql_execution_elapsed_ms_total": 51.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_d0e223a5afeb0230\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d32464faa52fd217f39cf21f182ef3ad14014060 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:56:20.305162+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11246.36, "started_at": "2026-05-04T08:56:09.028171+00:00", "ended_at": "2026-05-04T08:56:20.274726+00:00", "prompt_metrics": {"chars": 9124, "bytes_utf8": 9124, "lines": 300, "estimated_tokens": 2590}, "response_metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22679, "cached_input_tokens": 21888, "output_tokens": 131}, "stderr_preview": "2026-05-04T08:56:09.227007Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:56:11.641019Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=previous.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "previous", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "no", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ccb34e8aab1c051f0043c33f343683412aa6484 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-b3b0-7c53-bcea-c6de33ceda42"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"previous\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"y\\\" = 'no'\\nGROUP BY \\\"previous\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"previous\\\", predicate_col=\\\"y\\\", predicate_op=\\\"=\\\", predicate_value='no', top_k=17. Quoted table and column identifiers with double quotes for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22647,"cached_input_tokens":19840,"output_tokens":127}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..346167e40fe4a035536cac24a6d31cbaefb594cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"previous\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"y\" = 'no'\nGROUP BY \"previous\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"previous\", predicate_col=\"y\", predicate_op=\"=\", predicate_value='no', top_k=17. Quoted table and column identifiers with double quotes for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6f6192b9a844c84d8bb09dc7925e95164952238 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:15.396438Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:17.790329Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:26.010986Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..de7065bdcb88e85c645c5041e88bd7436a186e28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=previous. +Result preview: [{"previous": "0", "support": 33570}, {"previous": "1", "support": 2189}, {"previous": "2", "support": 1650}, {"previous": "3", "support": 848}, {"previous": "4", "support": 543}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b5b8504ce6ca70482f3fe31aee8f613de7ce5e31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_d271fb5f13037228 +-- problem_id: v2p_m8_12550984a24d61dc +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", COUNT(*) AS support +FROM "m8" +WHERE "y" = 'no' +GROUP BY "previous" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e3e0637a018ef114a8ee8e2826d7bf1144c5653 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"previous\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"y\" = 'no'\nGROUP BY \"previous\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"previous\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"y\\\" = 'no'\\nGROUP BY \\\"previous\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"previous\", \"support\"], \"rows\": [{\"previous\": \"0\", \"support\": 33570}, {\"previous\": \"1\", \"support\": 2189}, {\"previous\": \"2\", \"support\": 1650}, {\"previous\": \"3\", \"support\": 848}, {\"previous\": \"4\", \"support\": 543}, {\"previous\": \"5\", \"support\": 338}, {\"previous\": \"6\", \"support\": 194}, {\"previous\": \"7\", \"support\": 151}, {\"previous\": \"8\", \"support\": 90}, {\"previous\": \"9\", \"support\": 68}, {\"previous\": \"11\", \"support\": 50}, {\"previous\": \"10\", \"support\": 41}, {\"previous\": \"12\", \"support\": 34}, {\"previous\": \"13\", \"support\": 29}, {\"previous\": \"15\", \"support\": 19}, {\"previous\": \"14\", \"support\": 14}, {\"previous\": \"16\", \"support\": 13}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.08}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e4b3a72b77cadc4efb1cf70c37af327200039762 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:10:15.210261+00:00", + "ended_at": "2026-05-04T08:10:27.191343+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d271fb5f13037228", + "problem_id": "v2p_m8_12550984a24d61dc", + "dataset_id": "m8", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=previous.", + "bindings": { + "group_col": "previous", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "no", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_d271fb5f13037228.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d271fb5f13037228", + "api_calls": 0, + "input_tokens": 22647, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 22774, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2558, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2669, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11895.4, + "sql_execution_elapsed_ms_total": 29.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_d271fb5f13037228\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb3ce633381fc0d711919521c9d7a5876656f2a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d271fb5f13037228/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:27.152812+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11895.4, "started_at": "2026-05-04T08:10:15.220667+00:00", "ended_at": "2026-05-04T08:10:27.115996+00:00", "prompt_metrics": {"chars": 9140, "bytes_utf8": 9140, "lines": 302, "estimated_tokens": 2558}, "response_metrics": {"chars": 461, "bytes_utf8": 461, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22647, "cached_input_tokens": 19840, "output_tokens": 127}, "stderr_preview": "2026-05-04T08:10:15.396438Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:17.790329Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=marital, group_col_2=y, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "marital", + "group_col_2": "y", + "target_col": "y", + "target_value": "no", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1ed285b8d65b6f83f624a0cb560c192be0a3170 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-e69e-7453-b80d-91e84d179613"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"marital\\\", \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"y\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with bindings group_col=marital, group_col_2=y, target_col=y, and target_value='no'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22701,"cached_input_tokens":19840,"output_tokens":137}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..afe76a6e8fdf9de7fb95e4ea313609c0ad430e87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"marital\", \"y\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"marital\", \"y\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with bindings group_col=marital, group_col_2=y, target_col=y, and target_value='no'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34c7a5f92c1dd455d2c64ea4b4e72459d217c83a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:12.727978Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:15.027664Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:23.956668Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9581ec6e5d086669ba6fb80d504bcd8b4d280d61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=marital, group_col_2=y, target_col=y. +Result preview: [{"marital": "divorced", "y": "no", "target_rate": 1.0}, {"marital": "married", "y": "no", "target_rate": 1.0}, {"marital": "single", "y": "no", "target_rate": 1.0}, {"marital": "divorced", "y": "yes", "target_rate": 0.0}, {"marital": "married", "y": "yes", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a7a0466e81423ef2fc5148e91d08d8a146b1d96a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_d2949bd02dac87fe +-- problem_id: v2p_m8_ddf6898e19f21229 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", "y", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "marital", "y" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4602911a31dd3f97aff2827af0c282773e0572e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"marital\", \"y\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"marital\", \"y\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"marital\\\", \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"y\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"marital\", \"y\", \"target_rate\"], \"rows\": [{\"marital\": \"divorced\", \"y\": \"no\", \"target_rate\": 1.0}, {\"marital\": \"married\", \"y\": \"no\", \"target_rate\": 1.0}, {\"marital\": \"single\", \"y\": \"no\", \"target_rate\": 1.0}, {\"marital\": \"divorced\", \"y\": \"yes\", \"target_rate\": 0.0}, {\"marital\": \"married\", \"y\": \"yes\", \"target_rate\": 0.0}, {\"marital\": \"single\", \"y\": \"yes\", \"target_rate\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 52.44}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..767a18738a2ffe0a4dbaaaa8bfcdca4d7d8bc5f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:19:12.525863+00:00", + "ended_at": "2026-05-04T08:19:24.632530+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d2949bd02dac87fe", + "problem_id": "v2p_m8_ddf6898e19f21229", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=marital, group_col_2=y, target_col=y.", + "bindings": { + "group_col": "marital", + "group_col_2": "y", + "target_col": "y", + "target_value": "no", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_d2949bd02dac87fe.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d2949bd02dac87fe", + "api_calls": 0, + "input_tokens": 22701, + "cached_input_tokens": 19840, + "output_tokens": 137, + "total_tokens": 22838, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2610, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2731, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12019.47, + "sql_execution_elapsed_ms_total": 52.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_d2949bd02dac87fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..82957a12dc2a956764638319c13e2e3ce0c4b7ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d2949bd02dac87fe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:24.572425+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12019.47, "started_at": "2026-05-04T08:19:12.534056+00:00", "ended_at": "2026-05-04T08:19:24.553845+00:00", "prompt_metrics": {"chars": 9240, "bytes_utf8": 9240, "lines": 303, "estimated_tokens": 2610}, "response_metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22701, "cached_input_tokens": 19840, "output_tokens": 137}, "stderr_preview": "2026-05-04T08:19:12.727978Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:15.027664Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=balance.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "balance", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..133bf4258895e77ff8062de6cb22e140fe04ac35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22e-892c-7412-a2c7-001fa915c253"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"balance\\\" AS REAL) AS \\\"balance\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"balance\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"m8\\\"\\n)\\nSELECT \\\"balance\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"balance\\\" DESC;\",\"notes\":\"Applied the planned Quantile Tail Slice template on \\\"m8\\\" with measure_col=\\\"balance\\\" and num_tiles=10. Cast \\\"balance\\\" to REAL because the schema stores it as TEXT, and numeric ordering is required for the tail slice.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22656,"cached_input_tokens":21888,"output_tokens":211}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ade4d01c7fbe4eedc2b7b96a082a141d5203646 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"balance\" AS REAL) AS \"balance\",\n NTILE(10) OVER (ORDER BY CAST(\"balance\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"m8\"\n)\nSELECT \"balance\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY \"balance\" DESC;","notes":"Applied the planned Quantile Tail Slice template on \"m8\" with measure_col=\"balance\" and num_tiles=10. Cast \"balance\" to REAL because the schema stores it as TEXT, and numeric ordering is required for the tail slice."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bc0e9d5a7df3488351caf1f5619bf55b8a9f38d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:50:29.353096Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:50:31.802067Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:50:41.171105Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4d7b2b5e8ea0ec2cb4371f6592e31d6e1426693 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=balance. +Result preview: [{"balance": 102127.0}, {"balance": 98417.0}, {"balance": 81204.0}, {"balance": 81204.0}, {"balance": 71188.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..98f597b8743b38652c6fc477e80877c121025cf8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m8_d369095cdaff9947 +-- problem_id: v2p_m8_1c0d6a6ccf499bbf +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("balance" AS REAL) AS "balance", + NTILE(10) OVER (ORDER BY CAST("balance" AS REAL) DESC) AS "tail_bucket" + FROM "m8" +) +SELECT "balance" +FROM buckets +WHERE "tail_bucket" = 1 +ORDER BY "balance" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81624e6bd51b8a51a1e647270594dd30dd330145 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"balance\" AS REAL) AS \"balance\",\n NTILE(10) OVER (ORDER BY CAST(\"balance\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"m8\"\n)\nSELECT \"balance\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY \"balance\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"balance\\\" AS REAL) AS \\\"balance\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"balance\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"m8\\\"\\n)\\nSELECT \\\"balance\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"balance\\\" DESC;\", \"columns\": [\"balance\"], \"rows\": [{\"balance\": 102127.0}, {\"balance\": 98417.0}, {\"balance\": 81204.0}, {\"balance\": 81204.0}, {\"balance\": 71188.0}, {\"balance\": 66721.0}, {\"balance\": 66653.0}, {\"balance\": 64343.0}, {\"balance\": 59649.0}, {\"balance\": 58932.0}, {\"balance\": 58544.0}, {\"balance\": 57435.0}, {\"balance\": 56831.0}, {\"balance\": 52587.0}, {\"balance\": 52587.0}, {\"balance\": 52527.0}, {\"balance\": 52499.0}, {\"balance\": 51439.0}, {\"balance\": 45789.0}, {\"balance\": 45248.0}, {\"balance\": 45141.0}, {\"balance\": 44134.0}, {\"balance\": 44128.0}, {\"balance\": 43074.0}, {\"balance\": 42045.0}, {\"balance\": 41923.0}, {\"balance\": 41630.0}, {\"balance\": 41242.0}, {\"balance\": 39385.0}, {\"balance\": 39098.0}, {\"balance\": 38279.0}, {\"balance\": 37378.0}, {\"balance\": 37378.0}, {\"balance\": 37176.0}, {\"balance\": 37127.0}, {\"balance\": 36935.0}, {\"balance\": 36686.0}, {\"balance\": 36252.0}, {\"balance\": 36221.0}, {\"balance\": 35589.0}, {\"balance\": 35368.0}, {\"balance\": 34646.0}, {\"balance\": 34247.0}, {\"balance\": 34230.0}, {\"balance\": 32948.0}, {\"balance\": 32948.0}, {\"balance\": 32685.0}, {\"balance\": 32464.0}, {\"balance\": 31868.0}, {\"balance\": 31630.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 117.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..362ce9590e772524493cb47bcf2d2b7e680bab82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:50:29.137498+00:00", + "ended_at": "2026-05-04T08:50:42.361075+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d369095cdaff9947", + "problem_id": "v2p_m8_1c0d6a6ccf499bbf", + "dataset_id": "m8", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=balance.", + "bindings": { + "measure_col": "balance", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_d369095cdaff9947.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d369095cdaff9947", + "api_calls": 0, + "input_tokens": 22656, + "cached_input_tokens": 21888, + "output_tokens": 211, + "total_tokens": 22867, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2565, + "estimated_output_tokens": 145, + "estimated_total_tokens": 2710, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13065.01, + "sql_execution_elapsed_ms_total": 117.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_d369095cdaff9947\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d98a5a2e012da0e77b2318b8f25789adf63e170 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d369095cdaff9947/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:50:42.231296+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13065.01, "started_at": "2026-05-04T08:50:29.147258+00:00", "ended_at": "2026-05-04T08:50:42.208683+00:00", "prompt_metrics": {"chars": 9130, "bytes_utf8": 9130, "lines": 298, "estimated_tokens": 2565}, "response_metrics": {"chars": 554, "bytes_utf8": 554, "lines": 1, "estimated_tokens": 145}, "usage": {"input_tokens": 22656, "cached_input_tokens": 21888, "output_tokens": 211}, "stderr_preview": "2026-05-04T08:50:29.353096Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:50:31.802067Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=marital, measure_col=balance, condition_col=loan.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "marital", + "measure_col": "balance", + "condition_col": "loan", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f69fa88e9beb8ed4fcca447a60954c86744444be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df225-6e75-7981-980a-a9ec60a94b6d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"marital\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"loan\\\" = 'no'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"marital\\\",\\n \\\"balance_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"marital\\\"\\n ORDER BY \\\"balance_num\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"marital\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"marital\\\",\\n \\\"balance_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Adapted the planned quantile template to SQLite by replacing PERCENTILE_CONT with a window-function nearest-rank 95th percentile per \\\"marital\\\" group after filtering \\\"loan\\\" = 'no'. Cast \\\"balance\\\" from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22714,"cached_input_tokens":21888,"output_tokens":422}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cded529703c8979f78d2a82045caae22b1c91f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"marital\",\n CAST(\"balance\" AS REAL) AS \"balance_num\"\n FROM \"m8\"\n WHERE \"loan\" = 'no'\n),\n\"ranked\" AS (\n SELECT\n \"marital\",\n \"balance_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"marital\"\n ORDER BY \"balance_num\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"marital\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"marital\",\n \"balance_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"Adapted the planned quantile template to SQLite by replacing PERCENTILE_CONT with a window-function nearest-rank 95th percentile per \"marital\" group after filtering \"loan\" = 'no'. Cast \"balance\" from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..02763272735b67e13129d981aa089e3834ccf524 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:40:32.736879Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:40:35.194373Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:40:56.872905Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..48ac136d50d78b5f43ba3b2496c044124fce076b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=marital, measure_col=balance, condition_col=loan. +Result preview: [{"marital": "married", "conditional_percentile": 6489.0}, {"marital": "single", "conditional_percentile": 5958.0}, {"marital": "divorced", "conditional_percentile": 5267.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..656a34cba6e87ab32e0c6aa029034f3974d4476b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/generated_sql.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_d4916e9c846bb299 +-- problem_id: v2p_m8_a383ba67eb01adb8 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "marital", + CAST("balance" AS REAL) AS "balance_num" + FROM "m8" + WHERE "loan" = 'no' +), +"ranked" AS ( + SELECT + "marital", + "balance_num", + ROW_NUMBER() OVER ( + PARTITION BY "marital" + ORDER BY "balance_num" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "marital" + ) AS "cnt" + FROM "filtered" +) +SELECT + "marital", + "balance_num" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((0.95 * "cnt") + 0.999999 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..17b27bb6dffda88692de2f7644abd0b49cb42a84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"marital\",\n CAST(\"balance\" AS REAL) AS \"balance_num\"\n FROM \"m8\"\n WHERE \"loan\" = 'no'\n),\n\"ranked\" AS (\n SELECT\n \"marital\",\n \"balance_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"marital\"\n ORDER BY \"balance_num\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"marital\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"marital\",\n \"balance_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"marital\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"loan\\\" = 'no'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"marital\\\",\\n \\\"balance_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"marital\\\"\\n ORDER BY \\\"balance_num\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"marital\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"marital\\\",\\n \\\"balance_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"marital\", \"conditional_percentile\"], \"rows\": [{\"marital\": \"married\", \"conditional_percentile\": 6489.0}, {\"marital\": \"single\", \"conditional_percentile\": 5958.0}, {\"marital\": \"divorced\", \"conditional_percentile\": 5267.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 173.98}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..820e14be96ea41b1b20944062eb48fbfdc6a77ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:40:32.445450+00:00", + "ended_at": "2026-05-04T08:40:57.820111+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d4916e9c846bb299", + "problem_id": "v2p_m8_a383ba67eb01adb8", + "dataset_id": "m8", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=marital, measure_col=balance, condition_col=loan.", + "bindings": { + "group_col": "marital", + "measure_col": "balance", + "condition_col": "loan", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=92" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_d4916e9c846bb299.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d4916e9c846bb299", + "api_calls": 0, + "input_tokens": 22714, + "cached_input_tokens": 21888, + "output_tokens": 422, + "total_tokens": 23136, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 263, + "estimated_total_tokens": 2886, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25156.55, + "sql_execution_elapsed_ms_total": 173.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_d4916e9c846bb299\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af5053b9a67451d21a999216d10f75b2e4a43fb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d4916e9c846bb299/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:40:57.630437+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25156.55, "started_at": "2026-05-04T08:40:32.453796+00:00", "ended_at": "2026-05-04T08:40:57.606794+00:00", "prompt_metrics": {"chars": 9453, "bytes_utf8": 9453, "lines": 305, "estimated_tokens": 2623}, "response_metrics": {"chars": 917, "bytes_utf8": 917, "lines": 1, "estimated_tokens": 263}, "usage": {"input_tokens": 22714, "cached_input_tokens": 21888, "output_tokens": 422}, "stderr_preview": "2026-05-04T08:40:32.736879Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:40:35.194373Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=previous, measure_col=previous.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "previous", + "measure_col": "previous", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e592136db474d829a3af8ea97876cc2862fa000d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-81a0-7160-9cc0-d39444a3befb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"previous\\\", AVG(CAST(\\\"previous\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"previous\\\";\",\"notes\":\"Used the required Support-Guarded Group Average template with group_col=\\\"previous\\\" and measure_col=\\\"previous\\\". Cast \\\"previous\\\" to REAL for SQLite AVG because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":19840,"output_tokens":124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df88002601194f415be1020a9a3c354d62843346 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"previous\", AVG(CAST(\"previous\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"previous\"\nHAVING COUNT(*) > 5\nORDER BY \"previous\";","notes":"Used the required Support-Guarded Group Average template with group_col=\"previous\" and measure_col=\"previous\". Cast \"previous\" to REAL for SQLite AVG because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bf9b72435ca04451ef74fa35d5f1b855263c5d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:30.249964Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:32.657190Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:43.548646Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..41977a2c8f0ef9a349e876eb76f639b274364231 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=previous, measure_col=previous. +Result preview: [{"previous": "0", "avg_measure": 0.0, "support": 36954}, {"previous": "1", "avg_measure": 1.0, "support": 2772}, {"previous": "10", "avg_measure": 10.0, "support": 67}, {"previous": "11", "avg_measure": 11.0, "support": 65}, {"previous": "12", "avg_measure": 12.0, "support": 44}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..11c05b7a4eb2b9eb418a1f8c1143d2f606de5c50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_d59616e677eabd94 +-- problem_id: v2p_m8_7ad55a1de2baf298 +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", AVG(CAST("previous" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "previous" +HAVING COUNT(*) > 5 +ORDER BY "previous"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2923d1688068847401e2afbfce397165b82c0e8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"previous\", AVG(CAST(\"previous\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"previous\"\nHAVING COUNT(*) > 5\nORDER BY \"previous\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"previous\\\", AVG(CAST(\\\"previous\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"previous\\\";\", \"columns\": [\"previous\", \"avg_measure\", \"support\"], \"rows\": [{\"previous\": \"0\", \"avg_measure\": 0.0, \"support\": 36954}, {\"previous\": \"1\", \"avg_measure\": 1.0, \"support\": 2772}, {\"previous\": \"10\", \"avg_measure\": 10.0, \"support\": 67}, {\"previous\": \"11\", \"avg_measure\": 11.0, \"support\": 65}, {\"previous\": \"12\", \"avg_measure\": 12.0, \"support\": 44}, {\"previous\": \"13\", \"avg_measure\": 13.0, \"support\": 38}, {\"previous\": \"14\", \"avg_measure\": 14.0, \"support\": 19}, {\"previous\": \"15\", \"avg_measure\": 15.0, \"support\": 20}, {\"previous\": \"16\", \"avg_measure\": 16.0, \"support\": 13}, {\"previous\": \"17\", \"avg_measure\": 17.0, \"support\": 15}, {\"previous\": \"18\", \"avg_measure\": 18.0, \"support\": 6}, {\"previous\": \"19\", \"avg_measure\": 19.0, \"support\": 11}, {\"previous\": \"2\", \"avg_measure\": 2.0, \"support\": 2106}, {\"previous\": \"20\", \"avg_measure\": 20.0, \"support\": 8}, {\"previous\": \"22\", \"avg_measure\": 22.0, \"support\": 6}, {\"previous\": \"23\", \"avg_measure\": 23.0, \"support\": 8}, {\"previous\": \"3\", \"avg_measure\": 3.0, \"support\": 1142}, {\"previous\": \"4\", \"avg_measure\": 4.0, \"support\": 714}, {\"previous\": \"5\", \"avg_measure\": 5.0, \"support\": 459}, {\"previous\": \"6\", \"avg_measure\": 6.0, \"support\": 277}, {\"previous\": \"7\", \"avg_measure\": 7.0, \"support\": 205}, {\"previous\": \"8\", \"avg_measure\": 8.0, \"support\": 129}, {\"previous\": \"9\", \"avg_measure\": 9.0, \"support\": 92}], \"row_count_returned\": 23, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.45}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..86dcbe095663712161ffde51e148921ae30dab4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:15:30.070149+00:00", + "ended_at": "2026-05-04T08:15:44.204205+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d59616e677eabd94", + "problem_id": "v2p_m8_7ad55a1de2baf298", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=previous, measure_col=previous.", + "bindings": { + "group_col": "previous", + "measure_col": "previous", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_d59616e677eabd94.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d59616e677eabd94", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 22766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2661, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14067.07, + "sql_execution_elapsed_ms_total": 30.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_d59616e677eabd94\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6723d65ca3337afc795e86f2e3747ec140d857f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:44.164126+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14067.07, "started_at": "2026-05-04T08:15:30.076741+00:00", "ended_at": "2026-05-04T08:15:44.148278+00:00", "prompt_metrics": {"chars": 9103, "bytes_utf8": 9103, "lines": 300, "estimated_tokens": 2553}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22642, "cached_input_tokens": 19840, "output_tokens": 124}, "stderr_preview": "2026-05-04T08:15:30.249964Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:32.657190Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"previous\\\";\",\"notes\":\"Used the required Support-Guarded Group Average template with group_col=\\\"previous\\\" and measure_col=\\\"previous\\\". Cast \\\"previous\\\" to REAL for SQLite AVG because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4b49e4a01b92ddef584b49c0e58eea8833e7a41a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d59616e677eabd94/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d59616e677eabd94", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 22766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2661, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14067.07, + "sql_execution_elapsed_ms_total": 30.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_d59616e677eabd94\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bbac2e9121e0ab595c75c7da3e729e3aadae61c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9103, "bytes_utf8": 9103, "lines": 300, "estimated_tokens": 2554}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 488, "bytes_utf8": 488, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22643, "cached_input_tokens": 21888, "output_tokens": 157}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..374d6597177823433e1a87cc763807816c010378 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d5cc0e72c89de57c", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 22800, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2677, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14786.3, + "sql_execution_elapsed_ms_total": 33.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_d5cc0e72c89de57c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fd964d9dcf94de764502485618c89f10c20356cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:17:32.948613+00:00", + "ended_at": "2026-05-04T08:17:47.734483+00:00", + "elapsed_ms": 14786.3, + "prompt_metrics": { + "chars": 9103, + "bytes_utf8": 9103, + "lines": 300, + "estimated_tokens": 2554 + }, + "stdout_metrics": { + "chars": 821, + "bytes_utf8": 821, + "lines": 4, + "estimated_tokens": 233 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13190 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 488, + "bytes_utf8": 488, + "lines": 1, + "estimated_tokens": 123 + }, + "usage": { + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 157 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..efe9e0d10bef29b22231f89bf9a7468c95232bb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=marital, measure_col=campaign.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "marital", + "measure_col": "campaign", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ef9e6a9f6b6571efb35f3742af2865bd8ad74e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-619e-7e80-9b96-16a0bb3c978e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"marital\\\", AVG(CAST(\\\"campaign\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"marital\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col bound to \\\"marital\\\" and measure_col bound to \\\"campaign\\\". CAST to REAL was added because the schema stores \\\"campaign\\\" as TEXT, and SQLite AVG should operate on numeric values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22643,"cached_input_tokens":21888,"output_tokens":157}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0db7032c61ec9ec44facb0b6b5a3fd4406659f77 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"marital\", AVG(CAST(\"campaign\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\"\nHAVING COUNT(*) > 5\nORDER BY \"marital\";","notes":"Used the provided Support-Guarded Group Average template with group_col bound to \"marital\" and measure_col bound to \"campaign\". CAST to REAL was added because the schema stores \"campaign\" as TEXT, and SQLite AVG should operate on numeric values."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9b547b202bec36517b9c43528ca3f1adbfbb0e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:33.150154Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:35.511107Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:46.982630Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab1354d1bfa6cb5b93e9453d0a202c78eedb8fb0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=marital, measure_col=campaign. +Result preview: [{"marital": "divorced", "avg_measure": 2.6308815056654504, "support": 5207}, {"marital": "married", "avg_measure": 2.8428749908135518, "support": 27214}, {"marital": "single", "avg_measure": 2.649804534792807, "support": 12790}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c826f9fdcedc661c94f99c0cfb82e96ff83cab3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_d5cc0e72c89de57c +-- problem_id: v2p_m8_554139ba76ea30af +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", AVG(CAST("campaign" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "marital" +HAVING COUNT(*) > 5 +ORDER BY "marital"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..053334e2df55da8bab874b0bc3fe38f3c0f52fd6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"marital\", AVG(CAST(\"campaign\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\"\nHAVING COUNT(*) > 5\nORDER BY \"marital\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"marital\\\", AVG(CAST(\\\"campaign\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"marital\\\";\", \"columns\": [\"marital\", \"avg_measure\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"avg_measure\": 2.6308815056654504, \"support\": 5207}, {\"marital\": \"married\", \"avg_measure\": 2.8428749908135518, \"support\": 27214}, {\"marital\": \"single\", \"avg_measure\": 2.649804534792807, \"support\": 12790}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 33.53}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..37442e66f2a67cfd2fe42a4cf21b2928eacbc2f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:17:32.941089+00:00", + "ended_at": "2026-05-04T08:17:47.795693+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d5cc0e72c89de57c", + "problem_id": "v2p_m8_554139ba76ea30af", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=marital, measure_col=campaign.", + "bindings": { + "group_col": "marital", + "measure_col": "campaign", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=32" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_d5cc0e72c89de57c.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d5cc0e72c89de57c", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 22800, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2677, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14786.3, + "sql_execution_elapsed_ms_total": 33.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_d5cc0e72c89de57c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..946d3fd22361681c38eae9ab570eacbbc2ead05f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:47.753226+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14786.3, "started_at": "2026-05-04T08:17:32.948613+00:00", "ended_at": "2026-05-04T08:17:47.734483+00:00", "prompt_metrics": {"chars": 9103, "bytes_utf8": 9103, "lines": 300, "estimated_tokens": 2554}, "response_metrics": {"chars": 488, "bytes_utf8": 488, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22643, "cached_input_tokens": 21888, "output_tokens": 157}, "stderr_preview": "2026-05-04T08:17:33.150154Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:35.511107Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"marital\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col bound to \\\"marital\\\" and measure_col bound to \\\"campaign\\\". CAST to REAL was added because the schema stores \\\"campaign\\\" as TEXT, and SQLite AVG should operate on numeric values.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a8df41a2240f50f5a6c40f399594f73481922b0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d5cc0e72c89de57c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d5cc0e72c89de57c", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 22800, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2677, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14786.3, + "sql_execution_elapsed_ms_total": 33.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_d5cc0e72c89de57c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd429879bccb47e720e81b75de8956057cd9d27f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9150, "bytes_utf8": 9150, "lines": 302, "estimated_tokens": 2562}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22651, "cached_input_tokens": 19840, "output_tokens": 121}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3354663771540a2e6a33cd45dfcee8fdb1ccd4b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d61c0eb73df53655", + "api_calls": 0, + "input_tokens": 22651, + "cached_input_tokens": 19840, + "output_tokens": 121, + "total_tokens": 22772, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2562, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12141.78, + "sql_execution_elapsed_ms_total": 16.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_d61c0eb73df53655\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f81fe2bf1e9497c7dd1559ca2c5ee2a3b6341a1e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:12:41.047879+00:00", + "ended_at": "2026-05-04T08:12:53.190038+00:00", + "elapsed_ms": 12141.78, + "prompt_metrics": { + "chars": 9150, + "bytes_utf8": 9150, + "lines": 302, + "estimated_tokens": 2562 + }, + "stdout_metrics": { + "chars": 771, + "bytes_utf8": 771, + "lines": 4, + "estimated_tokens": 213 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13231 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 441, + "bytes_utf8": 441, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 22651, + "cached_input_tokens": 19840, + "output_tokens": 121 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4133fc51aca90a30bdbfe3382feec0ad30e3b8de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=education.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "education", + "predicate_col": "balance", + "predicate_op": ">=", + "predicate_value": 1428.0, + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d56d4c307e42fa66d2728cba5bc8e019e08c8fb3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-ed64-7b83-8a02-c2219ca6dea3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"education\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"balance\\\" AS REAL) >= 1428.0\\nGROUP BY \\\"education\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the required template with group_col bound to \\\"education\\\" and predicate_col bound to \\\"balance\\\". CAST(\\\"balance\\\" AS REAL) ensures correct numeric comparison because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22651,"cached_input_tokens":19840,"output_tokens":121}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0b223b478a508ecd92fd4e9aad2e66b00c62e2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"education\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"balance\" AS REAL) >= 1428.0\nGROUP BY \"education\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the required template with group_col bound to \"education\" and predicate_col bound to \"balance\". CAST(\"balance\" AS REAL) ensures correct numeric comparison because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0d6c454ecd9a7f9eed572b4e45a1054b5031497 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:41.246681Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:43.710910Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:52.422534Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b7c90901b566bad8497b9840ced4b234980f017 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=education. +Result preview: [{"education": "secondary", "support": 5107}, {"education": "tertiary", "support": 3993}, {"education": "primary", "support": 1678}, {"education": "unknown", "support": 526}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..98f8eb2ccb031f937d7e6aff87a98b42f45603dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_d61c0eb73df53655 +-- problem_id: v2p_m8_7162fa18fddfa06f +-- realization_mode: agent +-- source_kind: agent +SELECT "education", COUNT(*) AS support +FROM "m8" +WHERE CAST("balance" AS REAL) >= 1428.0 +GROUP BY "education" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..51e53e5c869b5d54b2cd92ac03ec614d08fde552 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"education\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"balance\" AS REAL) >= 1428.0\nGROUP BY \"education\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"education\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"balance\\\" AS REAL) >= 1428.0\\nGROUP BY \\\"education\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"education\", \"support\"], \"rows\": [{\"education\": \"secondary\", \"support\": 5107}, {\"education\": \"tertiary\", \"support\": 3993}, {\"education\": \"primary\", \"support\": 1678}, {\"education\": \"unknown\", \"support\": 526}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.89}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1286861443e0860794cdb8bd5084da193891459f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:12:41.039407+00:00", + "ended_at": "2026-05-04T08:12:53.231148+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d61c0eb73df53655", + "problem_id": "v2p_m8_7162fa18fddfa06f", + "dataset_id": "m8", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=education.", + "bindings": { + "group_col": "education", + "predicate_col": "balance", + "predicate_op": ">=", + "predicate_value": 1428.0, + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_d61c0eb73df53655.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d61c0eb73df53655", + "api_calls": 0, + "input_tokens": 22651, + "cached_input_tokens": 19840, + "output_tokens": 121, + "total_tokens": 22772, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2562, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12141.78, + "sql_execution_elapsed_ms_total": 16.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_d61c0eb73df53655\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e516f6dc0f80056db434c9e26a3945869de342eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:53.207617+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12141.78, "started_at": "2026-05-04T08:12:41.047879+00:00", "ended_at": "2026-05-04T08:12:53.190038+00:00", "prompt_metrics": {"chars": 9150, "bytes_utf8": 9150, "lines": 302, "estimated_tokens": 2562}, "response_metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22651, "cached_input_tokens": 19840, "output_tokens": 121}, "stderr_preview": "2026-05-04T08:12:41.246681Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:43.710910Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 1428.0\\nGROUP BY \\\"education\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the required template with group_col bound to \\\"education\\\" and predicate_col bound to \\\"balance\\\". CAST(\\\"balance\\\" AS REAL) ensures correct numeric comparison because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fc35f13f72ec29d69f8565932e8c819a32289bda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d61c0eb73df53655/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d61c0eb73df53655", + "api_calls": 0, + "input_tokens": 22651, + "cached_input_tokens": 19840, + "output_tokens": 121, + "total_tokens": 22772, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2562, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12141.78, + "sql_execution_elapsed_ms_total": 16.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_d61c0eb73df53655\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c3a593eaff8027423a51b3903f1d63428959486 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9255, "bytes_utf8": 9255, "lines": 303, "estimated_tokens": 2609}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 475, "bytes_utf8": 475, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22700, "cached_input_tokens": 21888, "output_tokens": 137}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a202a82ab03b61a46900439e157322c71689838d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d6f30d7a2a3d7828", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 137, + "total_tokens": 22837, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2730, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11466.39, + "sql_execution_elapsed_ms_total": 52.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_d6f30d7a2a3d7828\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..42d2de176fa4f4432225f771c2b8c64f4f27b1e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:20:55.179536+00:00", + "ended_at": "2026-05-04T08:21:06.645735+00:00", + "elapsed_ms": 11466.39, + "prompt_metrics": { + "chars": 9255, + "bytes_utf8": 9255, + "lines": 303, + "estimated_tokens": 2609 + }, + "stdout_metrics": { + "chars": 812, + "bytes_utf8": 812, + "lines": 4, + "estimated_tokens": 234 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13186 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 475, + "bytes_utf8": 475, + "lines": 1, + "estimated_tokens": 121 + }, + "usage": { + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 137 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22fb604a5474e93676cd1fa1eedfcbc78af6b804 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=education, group_col_2=contact, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "education", + "group_col_2": "contact", + "target_col": "y", + "target_value": "no", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..906c08dddbe115793c3d2465d79b3c2b76c9f33f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-7796-76b2-a83f-5e7aa7245dc7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"contact\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"contact\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"education\\\", group_col_2=\\\"contact\\\", target_col=\\\"y\\\", target_value='no'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22700,"cached_input_tokens":21888,"output_tokens":137}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4053e13874e5d1b94093a8b13d50857f0cd3182 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"contact\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"education\", \"contact\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"education\", group_col_2=\"contact\", target_col=\"y\", target_value='no'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f23fbf76d8312538021d883f7336045eccf6e6da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:55.416855Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:57.830616Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:05.772529Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d809f2ed3b4dd7de66f8446e124744f03534e08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=education, group_col_2=contact, target_col=y. +Result preview: [{"education": "unknown", "contact": "unknown", "target_rate": 0.9689807976366323}, {"education": "primary", "contact": "unknown", "target_rate": 0.9668098399062867}, {"education": "secondary", "contact": "unknown", "target_rate": 0.9594348859980417}, {"education": "tertiary", "contact": "unknown", "target_rate": 0.9491074819597417}, {"education": "secondary", "contact": "telephone", "target_rate": 0.8842490842490842}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7097a257151a38b5abf554f3e6fdfd03624c056f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_d6f30d7a2a3d7828 +-- problem_id: v2p_m8_845a1de26662fbbe +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "contact", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "education", "contact" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a255ea96746eaf126056fc55945132877baf6a1e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"contact\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"education\", \"contact\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"contact\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"contact\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"education\", \"contact\", \"target_rate\"], \"rows\": [{\"education\": \"unknown\", \"contact\": \"unknown\", \"target_rate\": 0.9689807976366323}, {\"education\": \"primary\", \"contact\": \"unknown\", \"target_rate\": 0.9668098399062867}, {\"education\": \"secondary\", \"contact\": \"unknown\", \"target_rate\": 0.9594348859980417}, {\"education\": \"tertiary\", \"contact\": \"unknown\", \"target_rate\": 0.9491074819597417}, {\"education\": \"secondary\", \"contact\": \"telephone\", \"target_rate\": 0.8842490842490842}, {\"education\": \"primary\", \"contact\": \"cellular\", \"target_rate\": 0.8836883408071748}, {\"education\": \"primary\", \"contact\": \"telephone\", \"target_rate\": 0.8739612188365651}, {\"education\": \"secondary\", \"contact\": \"cellular\", \"target_rate\": 0.86369825708061}, {\"education\": \"tertiary\", \"contact\": \"telephone\", \"target_rate\": 0.8378378378378378}, {\"education\": \"tertiary\", \"contact\": \"cellular\", \"target_rate\": 0.8246837334395856}, {\"education\": \"unknown\", \"contact\": \"cellular\", \"target_rate\": 0.806060606060606}, {\"education\": \"unknown\", \"contact\": \"telephone\", \"target_rate\": 0.7947368421052632}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 52.42}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d7bc4b58ec4062beb1f970054d0d60302c5717fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:20:55.172008+00:00", + "ended_at": "2026-05-04T08:21:06.732014+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d6f30d7a2a3d7828", + "problem_id": "v2p_m8_845a1de26662fbbe", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=education, group_col_2=contact, target_col=y.", + "bindings": { + "group_col": "education", + "group_col_2": "contact", + "target_col": "y", + "target_value": "no", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_d6f30d7a2a3d7828.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d6f30d7a2a3d7828", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 137, + "total_tokens": 22837, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2730, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11466.39, + "sql_execution_elapsed_ms_total": 52.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_d6f30d7a2a3d7828\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e2302f92a476b7946a2da0ed5faaa4d8b9ebea0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d6f30d7a2a3d7828/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:06.672186+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11466.39, "started_at": "2026-05-04T08:20:55.179536+00:00", "ended_at": "2026-05-04T08:21:06.645735+00:00", "prompt_metrics": {"chars": 9255, "bytes_utf8": 9255, "lines": 303, "estimated_tokens": 2609}, "response_metrics": {"chars": 475, "bytes_utf8": 475, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22700, "cached_input_tokens": 21888, "output_tokens": 137}, "stderr_preview": "2026-05-04T08:20:55.416855Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:57.830616Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=job.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "job", + "predicate_col": "education", + "predicate_op": "=", + "predicate_value": "secondary", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..107883744ad495898693a27de2eeaf5239c0f899 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-29d8-7b81-bace-9692c5bb5d6f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"job\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"education\\\" = 'secondary'\\nGROUP BY \\\"job\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"job\\\" and predicate_col bound to \\\"education\\\" = 'secondary'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22647,"cached_input_tokens":19840,"output_tokens":115}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbbc7dd90546bcbdb6cec357eadb1e6b49eb5459 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"job\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"education\" = 'secondary'\nGROUP BY \"job\"\nORDER BY support DESC\nLIMIT 16;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"job\" and predicate_col bound to \"education\" = 'secondary'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..264e7d1f1366abba645cef3d4b32c5c0346e1e52 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:51.183675Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:53.503771Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:04.018837Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..46c90bbfa8073c03cff85271a0376313110a86f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=job. +Result preview: [{"job": "blue-collar", "support": 5371}, {"job": "technician", "support": 5229}, {"job": "admin.", "support": 4219}, {"job": "services", "support": 3457}, {"job": "management", "support": 1121}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5d400ad865068afbab253a2fa1c011b906679278 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_d71948d26f4f2728 +-- problem_id: v2p_m8_24ace8e31d0e48c1 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", COUNT(*) AS support +FROM "m8" +WHERE "education" = 'secondary' +GROUP BY "job" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8bec6bca3b4983aac16c62d149de85d52a07d11a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"job\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"education\" = 'secondary'\nGROUP BY \"job\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"job\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"education\\\" = 'secondary'\\nGROUP BY \\\"job\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"job\", \"support\"], \"rows\": [{\"job\": \"blue-collar\", \"support\": 5371}, {\"job\": \"technician\", \"support\": 5229}, {\"job\": \"admin.\", \"support\": 4219}, {\"job\": \"services\", \"support\": 3457}, {\"job\": \"management\", \"support\": 1121}, {\"job\": \"retired\", \"support\": 984}, {\"job\": \"unemployed\", \"support\": 728}, {\"job\": \"self-employed\", \"support\": 577}, {\"job\": \"entrepreneur\", \"support\": 542}, {\"job\": \"student\", \"support\": 508}, {\"job\": \"housemaid\", \"support\": 395}, {\"job\": \"unknown\", \"support\": 71}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f8a43278cc300d96ed7fc900a242cde576ca443a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:11:50.988227+00:00", + "ended_at": "2026-05-04T08:12:05.050717+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d71948d26f4f2728", + "problem_id": "v2p_m8_24ace8e31d0e48c1", + "dataset_id": "m8", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=job.", + "bindings": { + "group_col": "job", + "predicate_col": "education", + "predicate_op": "=", + "predicate_value": "secondary", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_d71948d26f4f2728.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d71948d26f4f2728", + "api_calls": 0, + "input_tokens": 22647, + "cached_input_tokens": 19840, + "output_tokens": 115, + "total_tokens": 22762, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2558, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2657, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13986.28, + "sql_execution_elapsed_ms_total": 30.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_d71948d26f4f2728\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..60fca4aff99748c75601504679b2a3cc2fd7193a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d71948d26f4f2728/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:05.011935+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13986.28, "started_at": "2026-05-04T08:11:50.996894+00:00", "ended_at": "2026-05-04T08:12:04.983365+00:00", "prompt_metrics": {"chars": 9145, "bytes_utf8": 9145, "lines": 302, "estimated_tokens": 2558}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22647, "cached_input_tokens": 19840, "output_tokens": 115}, "stderr_preview": "2026-05-04T08:11:51.183675Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:53.503771Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=loan.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "loan", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d0fb097e73beb4a1e61faa0f1d21755d1fb368e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-25d9-70c0-95c6-ca58c65d92aa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"loan\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"loan\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"loan\\\" and only the single table \\\"m8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22575,"cached_input_tokens":19840,"output_tokens":88}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c09d0ce9462fb0c5cae9ae1580b636c7f90a7150 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"loan\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"loan\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"loan\" and only the single table \"m8\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ca6ab4f1928ee4d4cba11376d118648398061ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:39.106376Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:41.524864Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:48.931129Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0aca1baef9567501d543ba11f263d138ab1294a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=loan. +Result preview: [{"loan": "no", "row_count": 37967}, {"loan": "yes", "row_count": 7244}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fba3934e330ec7ec7619771ae3c7beeb0859c529 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m8_d7b54393d1f4f065 +-- problem_id: v2p_m8_fd470512d895556f +-- realization_mode: agent +-- source_kind: agent +SELECT "loan", COUNT(*) AS row_count +FROM "m8" +GROUP BY "loan" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..48051307b18b1c662533e79a7b494e4f5b9fcc6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"loan\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"loan\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"loan\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"loan\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"loan\", \"row_count\"], \"rows\": [{\"loan\": \"no\", \"row_count\": 37967}, {\"loan\": \"yes\", \"row_count\": 7244}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.51}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f8d5810d0e02e4b2195d70138d678dee01093df1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:09:38.886019+00:00", + "ended_at": "2026-05-04T08:09:50.218100+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d7b54393d1f4f065", + "problem_id": "v2p_m8_fd470512d895556f", + "dataset_id": "m8", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=loan.", + "bindings": { + "group_col": "loan", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_d7b54393d1f4f065.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d7b54393d1f4f065", + "api_calls": 0, + "input_tokens": 22575, + "cached_input_tokens": 19840, + "output_tokens": 88, + "total_tokens": 22663, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2484, + "estimated_output_tokens": 72, + "estimated_total_tokens": 2556, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11273.77, + "sql_execution_elapsed_ms_total": 23.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_d7b54393d1f4f065\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a7f39e60b0c509d66e546819771dda38fdb1c0b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d7b54393d1f4f065/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:50.186722+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11273.77, "started_at": "2026-05-04T08:09:38.893555+00:00", "ended_at": "2026-05-04T08:09:50.167547+00:00", "prompt_metrics": {"chars": 8861, "bytes_utf8": 8861, "lines": 298, "estimated_tokens": 2484}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 1, "estimated_tokens": 72}, "usage": {"input_tokens": 22575, "cached_input_tokens": 19840, "output_tokens": 88}, "stderr_preview": "2026-05-04T08:09:39.106376Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:41.524864Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d86cd7ce776b11b6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d86cd7ce776b11b6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..296b50089fe3cdbce1d6d5f92f9b242ca185ad35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d86cd7ce776b11b6/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_d86cd7ce776b11b6\n-- problem_id: v2p_m8_4b6b7afa3c9a152d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"day\",\n COUNT(*) AS support,\n AVG(\"balance\") AS avg_response\nFROM \"m8\"\nGROUP BY \"day\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_d86cd7ce776b11b6\\n-- problem_id: v2p_m8_4b6b7afa3c9a152d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"day\\\",\\n COUNT(*) AS support,\\n AVG(\\\"balance\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"day\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"day\", \"support\", \"avg_response\"], \"rows\": [{\"day\": \"20\", \"support\": 2752, \"avg_response\": 1938.0886627906978}, {\"day\": \"18\", \"support\": 2308, \"avg_response\": 1512.8938474870017}, {\"day\": \"21\", \"support\": 2026, \"avg_response\": 1984.4861796643634}, {\"day\": \"17\", \"support\": 1939, \"avg_response\": 1355.6034038164003}, {\"day\": \"6\", \"support\": 1932, \"avg_response\": 1318.024844720497}, {\"day\": \"5\", \"support\": 1910, \"avg_response\": 1181.3005235602095}, {\"day\": \"14\", \"support\": 1848, \"avg_response\": 1417.0503246753246}, {\"day\": \"8\", \"support\": 1842, \"avg_response\": 1057.9337676438654}, {\"day\": \"28\", \"support\": 1830, \"avg_response\": 1017.7431693989071}, {\"day\": \"7\", \"support\": 1817, \"avg_response\": 1055.5244909190974}, {\"day\": \"19\", \"support\": 1757, \"avg_response\": 1785.5663062037563}, {\"day\": \"29\", \"support\": 1745, \"avg_response\": 1137.8722063037249}, {\"day\": \"15\", \"support\": 1703, \"avg_response\": 1344.2847915443335}, {\"day\": \"12\", \"support\": 1603, \"avg_response\": 1324.7754210854648}, {\"day\": \"13\", \"support\": 1585, \"avg_response\": 1280.198738170347}, {\"day\": \"30\", \"support\": 1566, \"avg_response\": 1422.3397190293742}, {\"day\": \"9\", \"support\": 1561, \"avg_response\": 1128.821268417681}, {\"day\": \"11\", \"support\": 1479, \"avg_response\": 1344.789722785666}, {\"day\": \"4\", \"support\": 1445, \"avg_response\": 1312.1114186851212}, {\"day\": \"16\", \"support\": 1415, \"avg_response\": 1208.2826855123674}, {\"day\": \"2\", \"support\": 1293, \"avg_response\": 1345.5931941221963}, {\"day\": \"27\", \"support\": 1121, \"avg_response\": 957.8947368421053}, {\"day\": \"3\", \"support\": 1079, \"avg_response\": 1600.0352177942539}, {\"day\": \"26\", \"support\": 1035, \"avg_response\": 1135.0685990338163}, {\"day\": \"23\", \"support\": 939, \"avg_response\": 1315.0042598509053}, {\"day\": \"22\", \"support\": 905, \"avg_response\": 1078.0486187845304}, {\"day\": \"25\", \"support\": 840, \"avg_response\": 1322.8}, {\"day\": \"31\", \"support\": 643, \"avg_response\": 1354.5101088646968}, {\"day\": \"10\", \"support\": 524, \"avg_response\": 1396.8625954198474}, {\"day\": \"24\", \"support\": 447, \"avg_response\": 1110.7673378076063}, {\"day\": \"1\", \"support\": 322, \"avg_response\": 2111.295031055901}], \"row_count_returned\": 31, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 28.82}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d86cd7ce776b11b6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d86cd7ce776b11b6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..855eb3254ebadddbb48ea265956d84c79681dd2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d86cd7ce776b11b6/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.521817+00:00", + "ended_at": "2026-05-04T08:57:11.554477+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d86cd7ce776b11b6", + "problem_id": "v2p_m8_4b6b7afa3c9a152d", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=balance, key_col=day.", + "bindings": { + "key_col": "day", + "measure_col": "balance", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_d86cd7ce776b11b6.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d86cd7ce776b11b6/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d86cd7ce776b11b6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d86cd7ce776b11b6/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2039da8d08494a723ed52c5da1c47db2bb4add6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9235, "bytes_utf8": 9235, "lines": 303, "estimated_tokens": 2609}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22700, "cached_input_tokens": 19840, "output_tokens": 124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e8d026d194f70fae25ecb3a8f91a2054a9cfe651 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d8d57e741d1e4c70", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 22824, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2729, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10890.28, + "sql_execution_elapsed_ms_total": 55.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_d8d57e741d1e4c70\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..69147830d5f7034ccccf19f212547ad0f10ecce2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:21:17.651224+00:00", + "ended_at": "2026-05-04T08:21:28.543648+00:00", + "elapsed_ms": 10890.28, + "prompt_metrics": { + "chars": 9235, + "bytes_utf8": 9235, + "lines": 303, + "estimated_tokens": 2609 + }, + "stdout_metrics": { + "chars": 782, + "bytes_utf8": 782, + "lines": 4, + "estimated_tokens": 222 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13207 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 457, + "bytes_utf8": 457, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 22700, + "cached_input_tokens": 19840, + "output_tokens": 124 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ce0cfe47dac0654d0cc3b03edf4fa62f11f8f70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=education, group_col_2=day, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "education", + "group_col_2": "day", + "target_col": "y", + "target_value": "yes", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbb281d099743ea0c247c6f59b2c440d04daf49f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-cf65-7e71-9b75-062b180fa763"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"day\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"day\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=education, group_col_2=day, target_col=y, target_value='yes'. All identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22700,"cached_input_tokens":19840,"output_tokens":124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88a7cea27c0233615206e5db7a772cc8adcc8c0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"day\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"education\", \"day\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=education, group_col_2=day, target_col=y, target_value='yes'. All identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9242f1067620fb9cbaeda3c9dde885986cab738 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:17.855243Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:20.200978Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:27.724799Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce8238b39a373897f9cdf38de9d932602d538602 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=education, group_col_2=day, target_col=y. +Result preview: [{"education": "unknown", "day": "10", "target_rate": 0.4444444444444444}, {"education": "unknown", "day": "22", "target_rate": 0.4444444444444444}, {"education": "unknown", "day": "27", "target_rate": 0.3181818181818182}, {"education": "unknown", "day": "1", "target_rate": 0.3125}, {"education": "tertiary", "day": "1", "target_rate": 0.3088235294117647}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6bf2bb3e86903528cf0ce33e16cf2b65cd1e2295 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_d8d57e741d1e4c70 +-- problem_id: v2p_m8_246fec7a1a7e99cd +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "day", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "education", "day" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65aca75aff8bdd918591f1bf2fcdea69f4b4eb1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"day\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"education\", \"day\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"day\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"day\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"education\", \"day\", \"target_rate\"], \"rows\": [{\"education\": \"unknown\", \"day\": \"10\", \"target_rate\": 0.4444444444444444}, {\"education\": \"unknown\", \"day\": \"22\", \"target_rate\": 0.4444444444444444}, {\"education\": \"unknown\", \"day\": \"27\", \"target_rate\": 0.3181818181818182}, {\"education\": \"unknown\", \"day\": \"1\", \"target_rate\": 0.3125}, {\"education\": \"tertiary\", \"day\": \"1\", \"target_rate\": 0.3088235294117647}, {\"education\": \"unknown\", \"day\": \"26\", \"target_rate\": 0.29411764705882354}, {\"education\": \"secondary\", \"day\": \"1\", \"target_rate\": 0.2814814814814815}, {\"education\": \"tertiary\", \"day\": \"10\", \"target_rate\": 0.281437125748503}, {\"education\": \"unknown\", \"day\": \"25\", \"target_rate\": 0.2692307692307692}, {\"education\": \"unknown\", \"day\": \"14\", \"target_rate\": 0.24193548387096775}, {\"education\": \"tertiary\", \"day\": \"30\", \"target_rate\": 0.2301255230125523}, {\"education\": \"tertiary\", \"day\": \"4\", \"target_rate\": 0.21777777777777776}, {\"education\": \"secondary\", \"day\": \"10\", \"target_rate\": 0.21755725190839695}, {\"education\": \"tertiary\", \"day\": \"13\", \"target_rate\": 0.21445221445221446}, {\"education\": \"unknown\", \"day\": \"23\", \"target_rate\": 0.20512820512820512}, {\"education\": \"tertiary\", \"day\": \"3\", \"target_rate\": 0.20461095100864554}, {\"education\": \"unknown\", \"day\": \"2\", \"target_rate\": 0.1956521739130435}, {\"education\": \"tertiary\", \"day\": \"12\", \"target_rate\": 0.19413092550790068}, {\"education\": \"tertiary\", \"day\": \"15\", \"target_rate\": 0.1922141119221411}, {\"education\": \"tertiary\", \"day\": \"22\", \"target_rate\": 0.1908831908831909}, {\"education\": \"unknown\", \"day\": \"8\", \"target_rate\": 0.18421052631578946}, {\"education\": \"tertiary\", \"day\": \"2\", \"target_rate\": 0.18205128205128204}, {\"education\": \"tertiary\", \"day\": \"16\", \"target_rate\": 0.18010752688172044}, {\"education\": \"tertiary\", \"day\": \"23\", \"target_rate\": 0.17753623188405798}, {\"education\": \"tertiary\", \"day\": \"9\", \"target_rate\": 0.17297297297297298}, {\"education\": \"unknown\", \"day\": \"16\", \"target_rate\": 0.17073170731707318}, {\"education\": \"unknown\", \"day\": \"30\", \"target_rate\": 0.17073170731707318}, {\"education\": \"primary\", \"day\": \"25\", \"target_rate\": 0.16822429906542055}, {\"education\": \"tertiary\", \"day\": \"25\", \"target_rate\": 0.16556291390728478}, {\"education\": \"tertiary\", \"day\": \"5\", \"target_rate\": 0.161231884057971}, {\"education\": \"secondary\", \"day\": \"12\", \"target_rate\": 0.15757575757575756}, {\"education\": \"tertiary\", \"day\": \"24\", \"target_rate\": 0.15333333333333332}, {\"education\": \"secondary\", \"day\": \"30\", \"target_rate\": 0.15125}, {\"education\": \"secondary\", \"day\": \"22\", \"target_rate\": 0.1509433962264151}, {\"education\": \"unknown\", \"day\": \"9\", \"target_rate\": 0.1506849315068493}, {\"education\": \"secondary\", \"day\": \"3\", \"target_rate\": 0.14928057553956833}, {\"education\": \"primary\", \"day\": \"13\", \"target_rate\": 0.14915254237288136}, {\"education\": \"tertiary\", \"day\": \"11\", \"target_rate\": 0.14840182648401826}, {\"education\": \"secondary\", \"day\": \"24\", \"target_rate\": 0.14691943127962084}, {\"education\": \"tertiary\", \"day\": \"14\", \"target_rate\": 0.14666666666666667}, {\"education\": \"tertiary\", \"day\": \"8\", \"target_rate\": 0.14629629629629629}, {\"education\": \"tertiary\", \"day\": \"27\", \"target_rate\": 0.14367816091954022}, {\"education\": \"secondary\", \"day\": \"25\", \"target_rate\": 0.14320987654320988}, {\"education\": \"primary\", \"day\": \"1\", \"target_rate\": 0.14285714285714285}, {\"education\": \"primary\", \"day\": \"3\", \"target_rate\": 0.14184397163120568}, {\"education\": \"secondary\", \"day\": \"4\", \"target_rate\": 0.14093959731543623}, {\"education\": \"tertiary\", \"day\": \"6\", \"target_rate\": 0.140625}, {\"education\": \"primary\", \"day\": \"23\", \"target_rate\": 0.13934426229508196}, {\"education\": \"tertiary\", \"day\": \"26\", \"target_rate\": 0.13864306784660768}, {\"education\": \"unknown\", \"day\": \"4\", \"target_rate\": 0.13636363636363635}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 55.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b9f37e793b5ca23c9e0f158d5cd845773e2f1db8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:21:17.644867+00:00", + "ended_at": "2026-05-04T08:21:28.627586+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d8d57e741d1e4c70", + "problem_id": "v2p_m8_246fec7a1a7e99cd", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=education, group_col_2=day, target_col=y.", + "bindings": { + "group_col": "education", + "group_col_2": "day", + "target_col": "y", + "target_value": "yes", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_d8d57e741d1e4c70.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d8d57e741d1e4c70", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 22824, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2729, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10890.28, + "sql_execution_elapsed_ms_total": 55.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_d8d57e741d1e4c70\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6036c8dcbd4b6fa1a1148f06a069700f95dea302 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_d8d57e741d1e4c70/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:28.563944+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10890.28, "started_at": "2026-05-04T08:21:17.651224+00:00", "ended_at": "2026-05-04T08:21:28.543648+00:00", "prompt_metrics": {"chars": 9235, "bytes_utf8": 9235, "lines": 303, "estimated_tokens": 2609}, "response_metrics": {"chars": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22700, "cached_input_tokens": 19840, "output_tokens": 124}, "stderr_preview": "2026-05-04T08:21:17.855243Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:20.200978Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=job, measure_col=age, condition_col=housing.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "job", + "measure_col": "age", + "condition_col": "housing", + "condition_value": "yes", + "positive_value": "yes", + "negative_value": "no", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f0b356813ba7672c0cf9e361eb0a268596d3510 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df225-0b79-7c52-a016-d668e7c7bfb5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"job\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"housing\\\" = 'yes'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"job\\\",\\n \\\"age_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"job\\\"\\n ORDER BY \\\"age_num\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"job\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"job\\\",\\n \\\"age_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INT)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation within each job group after filtering rows where housing = 'yes'. Age is cast from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22711,"cached_input_tokens":21888,"output_tokens":546}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b5d8eed7d7a9ce980e5b4b75758112e19502d3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"job\",\n CAST(\"age\" AS REAL) AS \"age_num\"\n FROM \"m8\"\n WHERE \"housing\" = 'yes'\n),\n\"ranked\" AS (\n SELECT\n \"job\",\n \"age_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"job\"\n ORDER BY \"age_num\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"job\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"job\",\n \"age_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999 AS INT)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation within each job group after filtering rows where housing = 'yes'. Age is cast from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52c514bfdec2d63e6f4783f743490b1d0a5ccaa3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:40:07.340249Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:40:09.670894Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:40:31.576013Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..335ad830341b12667a22842c2721ced44f41cfaa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=job, measure_col=age, condition_col=housing. +Result preview: [{"job": "retired", "conditional_percentile": 60.0}, {"job": "unknown", "conditional_percentile": 58.0}, {"job": "housemaid", "conditional_percentile": 55.0}, {"job": "entrepreneur", "conditional_percentile": 53.0}, {"job": "management", "conditional_percentile": 53.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b3439c13ad57422996fd519030d9a7115f50fe3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/generated_sql.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_dd17bf9bca613c13 +-- problem_id: v2p_m8_2712c0982b20d51c +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "job", + CAST("age" AS REAL) AS "age_num" + FROM "m8" + WHERE "housing" = 'yes' +), +"ranked" AS ( + SELECT + "job", + "age_num", + ROW_NUMBER() OVER ( + PARTITION BY "job" + ORDER BY "age_num" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "job" + ) AS "cnt" + FROM "filtered" +) +SELECT + "job", + "age_num" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((0.9 * "cnt") + 0.999999 AS INT) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7fee8a784c684ea2a48feea577f8e6d12a7ae01e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"job\",\n CAST(\"age\" AS REAL) AS \"age_num\"\n FROM \"m8\"\n WHERE \"housing\" = 'yes'\n),\n\"ranked\" AS (\n SELECT\n \"job\",\n \"age_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"job\"\n ORDER BY \"age_num\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"job\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"job\",\n \"age_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999 AS INT)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"job\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"housing\\\" = 'yes'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"job\\\",\\n \\\"age_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"job\\\"\\n ORDER BY \\\"age_num\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"job\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"job\\\",\\n \\\"age_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INT)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"job\", \"conditional_percentile\"], \"rows\": [{\"job\": \"retired\", \"conditional_percentile\": 60.0}, {\"job\": \"unknown\", \"conditional_percentile\": 58.0}, {\"job\": \"housemaid\", \"conditional_percentile\": 55.0}, {\"job\": \"entrepreneur\", \"conditional_percentile\": 53.0}, {\"job\": \"management\", \"conditional_percentile\": 53.0}, {\"job\": \"self-employed\", \"conditional_percentile\": 53.0}, {\"job\": \"unemployed\", \"conditional_percentile\": 53.0}, {\"job\": \"technician\", \"conditional_percentile\": 52.0}, {\"job\": \"admin.\", \"conditional_percentile\": 51.0}, {\"job\": \"blue-collar\", \"conditional_percentile\": 51.0}, {\"job\": \"services\", \"conditional_percentile\": 51.0}, {\"job\": \"student\", \"conditional_percentile\": 33.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 105.89}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..026de77f28c15d911be8df3f1a0eaac4c88f9346 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:40:07.121158+00:00", + "ended_at": "2026-05-04T08:40:32.439748+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_dd17bf9bca613c13", + "problem_id": "v2p_m8_2712c0982b20d51c", + "dataset_id": "m8", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=job, measure_col=age, condition_col=housing.", + "bindings": { + "group_col": "job", + "measure_col": "age", + "condition_col": "housing", + "condition_value": "yes", + "positive_value": "yes", + "negative_value": "no", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_dd17bf9bca613c13.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_dd17bf9bca613c13", + "api_calls": 0, + "input_tokens": 22711, + "cached_input_tokens": 21888, + "output_tokens": 546, + "total_tokens": 23257, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2620, + "estimated_output_tokens": 250, + "estimated_total_tokens": 2870, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25175.69, + "sql_execution_elapsed_ms_total": 105.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_dd17bf9bca613c13\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26eab02773ce231493088b932378e77e4d0d01bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_dd17bf9bca613c13/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:40:32.324083+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25175.69, "started_at": "2026-05-04T08:40:07.129889+00:00", "ended_at": "2026-05-04T08:40:32.300341+00:00", "prompt_metrics": {"chars": 9440, "bytes_utf8": 9440, "lines": 305, "estimated_tokens": 2620}, "response_metrics": {"chars": 852, "bytes_utf8": 852, "lines": 1, "estimated_tokens": 250}, "usage": {"input_tokens": 22711, "cached_input_tokens": 21888, "output_tokens": 546}, "stderr_preview": "2026-05-04T08:40:07.340249Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:40:09.670894Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=poutcome, measure_col=campaign, condition_col=marital.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "poutcome", + "measure_col": "campaign", + "condition_col": "marital", + "condition_value": "single", + "positive_value": "married", + "negative_value": "single", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a1b83c3e5205e7a80d7225fe665ca4e1712bfc9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df222-e969-77c2-9106-c77482df042c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"poutcome\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"poutcome\\\",\\n CAST(\\\"campaign\\\" AS REAL) AS \\\"campaign_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"marital\\\" = 'single'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"poutcome\\\",\\n \\\"campaign_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"poutcome\\\"\\n ORDER BY \\\"campaign_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"poutcome\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"poutcome\\\",\\n \\\"ranked\\\".\\\"campaign_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"ranked\\\"\\n ON \\\"groups\\\".\\\"poutcome\\\" = \\\"ranked\\\".\\\"poutcome\\\"\\n AND \\\"ranked\\\".\\\"rn\\\" = CAST((0.9 * \\\"ranked\\\".\\\"cnt\\\") + 0.999999 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation with window functions. \\\"campaign\\\" is cast from TEXT to REAL, and the condition is fixed to marital = 'single' as bound.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22718,"cached_input_tokens":21888,"output_tokens":720}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27a164ad77cf3e12c30e5ad09e1c71ec388b690a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"poutcome\"\n FROM \"m8\"\n),\n\"filtered\" AS (\n SELECT\n \"poutcome\",\n CAST(\"campaign\" AS REAL) AS \"campaign_value\"\n FROM \"m8\"\n WHERE \"marital\" = 'single'\n),\n\"ranked\" AS (\n SELECT\n \"poutcome\",\n \"campaign_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"poutcome\"\n ORDER BY \"campaign_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"poutcome\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"groups\".\"poutcome\",\n \"ranked\".\"campaign_value\" AS \"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"ranked\"\n ON \"groups\".\"poutcome\" = \"ranked\".\"poutcome\"\n AND \"ranked\".\"rn\" = CAST((0.9 * \"ranked\".\"cnt\") + 0.999999 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation with window functions. \"campaign\" is cast from TEXT to REAL, and the condition is fixed to marital = 'single' as bound."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ccb911ccc3673b6c6dd9f8f838716de343d6a67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:37:47.565043Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:37:49.989438Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:38:08.744592Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d6a662e1ca34e7d5793f46277fe6f87774d5a28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=poutcome, measure_col=campaign, condition_col=marital. +Result preview: [{"poutcome": "unknown", "conditional_percentile": 5.0}, {"poutcome": "other", "conditional_percentile": 5.0}, {"poutcome": "failure", "conditional_percentile": 4.0}, {"poutcome": "success", "conditional_percentile": 3.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3a3b0b1450dffcabaa8f9b371705c9c4e559acf5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/generated_sql.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_def0f410bbc78906 +-- problem_id: v2p_m8_a17b3419b21d4583 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "poutcome" + FROM "m8" +), +"filtered" AS ( + SELECT + "poutcome", + CAST("campaign" AS REAL) AS "campaign_value" + FROM "m8" + WHERE "marital" = 'single' +), +"ranked" AS ( + SELECT + "poutcome", + "campaign_value", + ROW_NUMBER() OVER ( + PARTITION BY "poutcome" + ORDER BY "campaign_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "poutcome" + ) AS "cnt" + FROM "filtered" +) +SELECT + "groups"."poutcome", + "ranked"."campaign_value" AS "conditional_percentile" +FROM "groups" +LEFT JOIN "ranked" + ON "groups"."poutcome" = "ranked"."poutcome" + AND "ranked"."rn" = CAST((0.9 * "ranked"."cnt") + 0.999999 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..637cd9ca5aadcb3ccdeb36ba0b319903e8b31409 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"poutcome\"\n FROM \"m8\"\n),\n\"filtered\" AS (\n SELECT\n \"poutcome\",\n CAST(\"campaign\" AS REAL) AS \"campaign_value\"\n FROM \"m8\"\n WHERE \"marital\" = 'single'\n),\n\"ranked\" AS (\n SELECT\n \"poutcome\",\n \"campaign_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"poutcome\"\n ORDER BY \"campaign_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"poutcome\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"groups\".\"poutcome\",\n \"ranked\".\"campaign_value\" AS \"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"ranked\"\n ON \"groups\".\"poutcome\" = \"ranked\".\"poutcome\"\n AND \"ranked\".\"rn\" = CAST((0.9 * \"ranked\".\"cnt\") + 0.999999 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"poutcome\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"poutcome\\\",\\n CAST(\\\"campaign\\\" AS REAL) AS \\\"campaign_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"marital\\\" = 'single'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"poutcome\\\",\\n \\\"campaign_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"poutcome\\\"\\n ORDER BY \\\"campaign_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"poutcome\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"poutcome\\\",\\n \\\"ranked\\\".\\\"campaign_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"ranked\\\"\\n ON \\\"groups\\\".\\\"poutcome\\\" = \\\"ranked\\\".\\\"poutcome\\\"\\n AND \\\"ranked\\\".\\\"rn\\\" = CAST((0.9 * \\\"ranked\\\".\\\"cnt\\\") + 0.999999 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"poutcome\", \"conditional_percentile\"], \"rows\": [{\"poutcome\": \"unknown\", \"conditional_percentile\": 5.0}, {\"poutcome\": \"other\", \"conditional_percentile\": 5.0}, {\"poutcome\": \"failure\", \"conditional_percentile\": 4.0}, {\"poutcome\": \"success\", \"conditional_percentile\": 3.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 117.34}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4de18c9e27ab23792272b08d40f4e0770fca5e30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:37:47.359163+00:00", + "ended_at": "2026-05-04T08:38:10.096437+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_def0f410bbc78906", + "problem_id": "v2p_m8_a17b3419b21d4583", + "dataset_id": "m8", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=poutcome, measure_col=campaign, condition_col=marital.", + "bindings": { + "group_col": "poutcome", + "measure_col": "campaign", + "condition_col": "marital", + "condition_value": "single", + "positive_value": "married", + "negative_value": "single", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_def0f410bbc78906.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_def0f410bbc78906", + "api_calls": 0, + "input_tokens": 22718, + "cached_input_tokens": 21888, + "output_tokens": 720, + "total_tokens": 23438, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2627, + "estimated_output_tokens": 332, + "estimated_total_tokens": 2959, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22383.67, + "sql_execution_elapsed_ms_total": 117.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_def0f410bbc78906\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae588529bb1fc08aff7fc618fd5580d52def6f11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_def0f410bbc78906/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:38:09.814446+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22383.67, "started_at": "2026-05-04T08:37:47.367654+00:00", "ended_at": "2026-05-04T08:38:09.751303+00:00", "prompt_metrics": {"chars": 9474, "bytes_utf8": 9474, "lines": 305, "estimated_tokens": 2627}, "response_metrics": {"chars": 1110, "bytes_utf8": 1110, "lines": 1, "estimated_tokens": 332}, "usage": {"input_tokens": 22718, "cached_input_tokens": 21888, "output_tokens": 720}, "stderr_preview": "2026-05-04T08:37:47.565043Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:37:49.989438Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a086b4339794421c7ec726ce164d2e257cdcd0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_e06bd13aa78bee64\n-- problem_id: v2p_m8_2e1b838e22f377ba\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"campaign\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"m8\"\nGROUP BY \"campaign\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_e06bd13aa78bee64\\n-- problem_id: v2p_m8_2e1b838e22f377ba\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"campaign\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"campaign\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"campaign\", \"support\", \"avg_response\"], \"rows\": [{\"campaign\": \"1\", \"support\": 17544, \"avg_response\": 14.745896032831737}, {\"campaign\": \"2\", \"support\": 12505, \"avg_response\": 15.52858856457417}, {\"campaign\": \"3\", \"support\": 5521, \"avg_response\": 16.106140191994204}, {\"campaign\": \"4\", \"support\": 3522, \"avg_response\": 16.956842703009652}, {\"campaign\": \"5\", \"support\": 1764, \"avg_response\": 16.80328798185941}, {\"campaign\": \"6\", \"support\": 1291, \"avg_response\": 17.727343144848955}, {\"campaign\": \"7\", \"support\": 735, \"avg_response\": 17.691156462585035}, {\"campaign\": \"8\", \"support\": 540, \"avg_response\": 18.498148148148147}, {\"campaign\": \"9\", \"support\": 327, \"avg_response\": 19.039755351681958}, {\"campaign\": \"10\", \"support\": 266, \"avg_response\": 19.973684210526315}, {\"campaign\": \"11\", \"support\": 201, \"avg_response\": 19.53233830845771}, {\"campaign\": \"12\", \"support\": 155, \"avg_response\": 20.516129032258064}, {\"campaign\": \"13\", \"support\": 133, \"avg_response\": 21.39097744360902}, {\"campaign\": \"14\", \"support\": 93, \"avg_response\": 22.107526881720432}, {\"campaign\": \"15\", \"support\": 84, \"avg_response\": 21.607142857142858}, {\"campaign\": \"16\", \"support\": 79, \"avg_response\": 22.873417721518987}, {\"campaign\": \"17\", \"support\": 69, \"avg_response\": 22.333333333333332}, {\"campaign\": \"18\", \"support\": 51, \"avg_response\": 21.333333333333332}, {\"campaign\": \"19\", \"support\": 44, \"avg_response\": 23.568181818181817}, {\"campaign\": \"20\", \"support\": 43, \"avg_response\": 23.093023255813954}, {\"campaign\": \"21\", \"support\": 35, \"avg_response\": 21.8}, {\"campaign\": \"22\", \"support\": 23, \"avg_response\": 26.0}, {\"campaign\": \"23\", \"support\": 22, \"avg_response\": 27.272727272727273}, {\"campaign\": \"25\", \"support\": 22, \"avg_response\": 23.681818181818183}, {\"campaign\": \"24\", \"support\": 20, \"avg_response\": 22.1}, {\"campaign\": \"28\", \"support\": 16, \"avg_response\": 24.6875}, {\"campaign\": \"29\", \"support\": 16, \"avg_response\": 23.75}, {\"campaign\": \"26\", \"support\": 13, \"avg_response\": 17.384615384615383}, {\"campaign\": \"31\", \"support\": 12, \"avg_response\": 25.25}, {\"campaign\": \"27\", \"support\": 10, \"avg_response\": 24.7}, {\"campaign\": \"32\", \"support\": 9, \"avg_response\": 17.333333333333332}, {\"campaign\": \"30\", \"support\": 8, \"avg_response\": 22.25}, {\"campaign\": \"33\", \"support\": 6, \"avg_response\": 24.666666666666668}, {\"campaign\": \"34\", \"support\": 5, \"avg_response\": 30.2}], \"row_count_returned\": 34, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0fc5802b20b8d8b4454610dfe199ef184db48c35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.795505+00:00", + "ended_at": "2026-05-04T08:57:11.830855+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_e06bd13aa78bee64", + "problem_id": "v2p_m8_2e1b838e22f377ba", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=day, key_col=campaign.", + "bindings": { + "key_col": "campaign", + "measure_col": "day", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=15", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 15, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_e06bd13aa78bee64.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..24d27f4ee9171aeab7147f46cb0e4222df3bd95e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9090, "bytes_utf8": 9090, "lines": 300, "estimated_tokens": 2553}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 401, "bytes_utf8": 401, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 134}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..75d5e8d4dca982bbce1dc4bc595080d41d0a386a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e1cbf2bdaee47a79", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 134, + "total_tokens": 22776, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2658, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14870.93, + "sql_execution_elapsed_ms_total": 32.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_e1cbf2bdaee47a79\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..05d2f8ee68173b1b55cbc387052ebcfbce60e3fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:16:17.476473+00:00", + "ended_at": "2026-05-04T08:16:32.347132+00:00", + "elapsed_ms": 14870.93, + "prompt_metrics": { + "chars": 9090, + "bytes_utf8": 9090, + "lines": 300, + "estimated_tokens": 2553 + }, + "stdout_metrics": { + "chars": 734, + "bytes_utf8": 734, + "lines": 4, + "estimated_tokens": 216 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13202 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 401, + "bytes_utf8": 401, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 134 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f1d2f559642b865e67736a8d5b6dafeaebda751 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=balance.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "y", + "measure_col": "balance", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f205d43443527febf3716c95d301452affee560 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-3ac8-7352-9849-66b53878da0e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"y\\\", AVG(CAST(\\\"balance\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"y\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"y\\\";\",\"notes\":\"Applied the requested Support-Guarded Group Average template with group_col=\\\"y\\\" and measure_col=\\\"balance\\\". Cast \\\"balance\\\" from TEXT to REAL for correct SQLite numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":21888,"output_tokens":134}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f00690289678e85638cf970ae204dc128f96ee1f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"y\", AVG(CAST(\"balance\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"y\"\nHAVING COUNT(*) > 5\nORDER BY \"y\";","notes":"Applied the requested Support-Guarded Group Average template with group_col=\"y\" and measure_col=\"balance\". Cast \"balance\" from TEXT to REAL for correct SQLite numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a70ac551b82c6ec89db28402b32a6ce07b1b469 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:17.679819Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:20.201626Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:31.802027Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c626f941ca95a4c680e4991642551eeeadcb421 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=balance. +Result preview: [{"y": "no", "avg_measure": 1303.7149691899203, "support": 39922}, {"y": "yes", "avg_measure": 1804.2679145396105, "support": 5289}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4675dd713420fcedec698c593bdc47669c8c09ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_e1cbf2bdaee47a79 +-- problem_id: v2p_m8_faaea4806c7b12b3 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("balance" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "y" +HAVING COUNT(*) > 5 +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..91f5be4c69c10960fdb2a72d68bbed85bf475a84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"y\", AVG(CAST(\"balance\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"y\"\nHAVING COUNT(*) > 5\nORDER BY \"y\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"y\\\", AVG(CAST(\\\"balance\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"y\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"y\\\";\", \"columns\": [\"y\", \"avg_measure\", \"support\"], \"rows\": [{\"y\": \"no\", \"avg_measure\": 1303.7149691899203, \"support\": 39922}, {\"y\": \"yes\", \"avg_measure\": 1804.2679145396105, \"support\": 5289}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 32.51}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fc0fe47decb760df59dc5bea94ad6a943b1c2488 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:16:17.467703+00:00", + "ended_at": "2026-05-04T08:16:32.404419+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_e1cbf2bdaee47a79", + "problem_id": "v2p_m8_faaea4806c7b12b3", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=balance.", + "bindings": { + "group_col": "y", + "measure_col": "balance", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_e1cbf2bdaee47a79.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e1cbf2bdaee47a79", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 134, + "total_tokens": 22776, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2658, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14870.93, + "sql_execution_elapsed_ms_total": 32.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_e1cbf2bdaee47a79\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4469ae9050a4d342c426a595501202c4f5947bb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:32.364638+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14870.93, "started_at": "2026-05-04T08:16:17.476473+00:00", "ended_at": "2026-05-04T08:16:32.347132+00:00", "prompt_metrics": {"chars": 9090, "bytes_utf8": 9090, "lines": 300, "estimated_tokens": 2553}, "response_metrics": {"chars": 401, "bytes_utf8": 401, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 134}, "stderr_preview": "2026-05-04T08:16:17.679819Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:20.201626Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"y\\\";\",\"notes\":\"Applied the requested Support-Guarded Group Average template with group_col=\\\"y\\\" and measure_col=\\\"balance\\\". Cast \\\"balance\\\" from TEXT to REAL for correct SQLite numeric averaging.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..245dca5b49a81c3c9aae6f8d7a3facffbfc57035 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1cbf2bdaee47a79/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e1cbf2bdaee47a79", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 134, + "total_tokens": 22776, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2658, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14870.93, + "sql_execution_elapsed_ms_total": 32.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_e1cbf2bdaee47a79\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cc85c5278647a6f2adb1c5894bd8e6a202bf310 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "32", "support": 2085, "support_share": 0.04611709539713787, "cumulative_support": 2085}, {"value_label": "31", "support": 1996, "support_share": 0.04414854791975404, "cumulative_support": 4081}, {"value_label": "33", "support": 1972, "support_share": 0.04361770365618987, "cumulative_support": 6053}, {"value_label": "34", "support": 1930, "support_share": 0.04268872619495256, "cumulative_support": 7983}, {"value_label": "35", "support": 1894, "support_share": 0.04189245979960629, "cumulative_support": 9877}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d677ff6c1cfeedd9a5d72a306a25430849bea86d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m8_e1e2dbb02462c8de +-- problem_id: v2p_m8_9249f67719b8193f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "age" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "age" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ae70d1b60ea771a4e633d08c1083077fe16c6a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m8_e1e2dbb02462c8de\n-- problem_id: v2p_m8_9249f67719b8193f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"age\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"age\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m8_e1e2dbb02462c8de\\n-- problem_id: v2p_m8_9249f67719b8193f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"age\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"age\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"32\", \"support\": 2085, \"support_share\": 0.04611709539713787, \"cumulative_support\": 2085}, {\"value_label\": \"31\", \"support\": 1996, \"support_share\": 0.04414854791975404, \"cumulative_support\": 4081}, {\"value_label\": \"33\", \"support\": 1972, \"support_share\": 0.04361770365618987, \"cumulative_support\": 6053}, {\"value_label\": \"34\", \"support\": 1930, \"support_share\": 0.04268872619495256, \"cumulative_support\": 7983}, {\"value_label\": \"35\", \"support\": 1894, \"support_share\": 0.04189245979960629, \"cumulative_support\": 9877}, {\"value_label\": \"36\", \"support\": 1806, \"support_share\": 0.03994603083320431, \"cumulative_support\": 11683}, {\"value_label\": \"30\", \"support\": 1757, \"support_share\": 0.03886222379509412, \"cumulative_support\": 13440}, {\"value_label\": \"37\", \"support\": 1696, \"support_share\": 0.03751299462520183, \"cumulative_support\": 15136}, {\"value_label\": \"39\", \"support\": 1487, \"support_share\": 0.03289022582999712, \"cumulative_support\": 16623}, {\"value_label\": \"38\", \"support\": 1466, \"support_share\": 0.03242573709937847, \"cumulative_support\": 18089}, {\"value_label\": \"40\", \"support\": 1355, \"support_share\": 0.029970582380394153, \"cumulative_support\": 19444}, {\"value_label\": \"41\", \"support\": 1291, \"support_share\": 0.028554997677556346, \"cumulative_support\": 20735}, {\"value_label\": \"42\", \"support\": 1242, \"support_share\": 0.027471190639446152, \"cumulative_support\": 21977}, {\"value_label\": \"45\", \"support\": 1216, \"support_share\": 0.026896109353918295, \"cumulative_support\": 23193}, {\"value_label\": \"29\", \"support\": 1185, \"support_share\": 0.026210435513481234, \"cumulative_support\": 24378}, {\"value_label\": \"46\", \"support\": 1175, \"support_share\": 0.025989250403662824, \"cumulative_support\": 25553}, {\"value_label\": \"43\", \"support\": 1161, \"support_share\": 0.025679591249917054, \"cumulative_support\": 26714}, {\"value_label\": \"44\", \"support\": 1136, \"support_share\": 0.02512662847537104, \"cumulative_support\": 27850}, {\"value_label\": \"47\", \"support\": 1088, \"support_share\": 0.024064939948242683, \"cumulative_support\": 28938}, {\"value_label\": \"28\", \"support\": 1038, \"support_share\": 0.02295901439915065, \"cumulative_support\": 29976}, {\"value_label\": \"48\", \"support\": 997, \"support_share\": 0.022052155448895182, \"cumulative_support\": 30973}, {\"value_label\": \"49\", \"support\": 994, \"support_share\": 0.021985799915949657, \"cumulative_support\": 31967}, {\"value_label\": \"50\", \"support\": 939, \"support_share\": 0.02076928181194842, \"cumulative_support\": 32906}, {\"value_label\": \"51\", \"support\": 936, \"support_share\": 0.020702926279002897, \"cumulative_support\": 33842}, {\"value_label\": \"52\", \"support\": 911, \"support_share\": 0.02014996350445688, \"cumulative_support\": 34753}, {\"value_label\": \"27\", \"support\": 909, \"support_share\": 0.0201057264824932, \"cumulative_support\": 35662}, {\"value_label\": \"53\", \"support\": 891, \"support_share\": 0.019707593284820066, \"cumulative_support\": 36553}, {\"value_label\": \"57\", \"support\": 828, \"support_share\": 0.0183141270929641, \"cumulative_support\": 37381}, {\"value_label\": \"54\", \"support\": 811, \"support_share\": 0.01793811240627281, \"cumulative_support\": 38192}, {\"value_label\": \"55\", \"support\": 806, \"support_share\": 0.017827519851363605, \"cumulative_support\": 38998}, {\"value_label\": \"26\", \"support\": 805, \"support_share\": 0.017805401340381766, \"cumulative_support\": 39803}, {\"value_label\": \"56\", \"support\": 778, \"support_share\": 0.017208201543872065, \"cumulative_support\": 40581}, {\"value_label\": \"59\", \"support\": 770, \"support_share\": 0.01703125345601734, \"cumulative_support\": 41351}, {\"value_label\": \"58\", \"support\": 740, \"support_share\": 0.01636769812656212, \"cumulative_support\": 42091}, {\"value_label\": \"60\", \"support\": 596, \"support_share\": 0.01318263254517706, \"cumulative_support\": 42687}, {\"value_label\": \"25\", \"support\": 527, \"support_share\": 0.01165645528743005, \"cumulative_support\": 43214}, {\"value_label\": \"24\", \"support\": 302, \"support_share\": 0.006679790316515892, \"cumulative_support\": 43516}, {\"value_label\": \"23\", \"support\": 202, \"support_share\": 0.004467939218331822, \"cumulative_support\": 43718}, {\"value_label\": \"61\", \"support\": 147, \"support_share\": 0.003251421114330583, \"cumulative_support\": 43865}, {\"value_label\": \"22\", \"support\": 129, \"support_share\": 0.002853287916657451, \"cumulative_support\": 43994}, {\"value_label\": \"62\", \"support\": 80, \"support_share\": 0.0017694808785472561, \"cumulative_support\": 44074}, {\"value_label\": \"21\", \"support\": 79, \"support_share\": 0.0017473623675654155, \"cumulative_support\": 44153}, {\"value_label\": \"63\", \"support\": 77, \"support_share\": 0.001703125345601734, \"cumulative_support\": 44230}, {\"value_label\": \"64\", \"support\": 74, \"support_share\": 0.001636769812656212, \"cumulative_support\": 44304}, {\"value_label\": \"70\", \"support\": 67, \"support_share\": 0.001481940235783327, \"cumulative_support\": 44371}, {\"value_label\": \"66\", \"support\": 63, \"support_share\": 0.0013934661918559642, \"cumulative_support\": 44434}, {\"value_label\": \"65\", \"support\": 59, \"support_share\": 0.0013049921479286015, \"cumulative_support\": 44493}, {\"value_label\": \"67\", \"support\": 54, \"support_share\": 0.001194399593019398, \"cumulative_support\": 44547}, {\"value_label\": \"71\", \"support\": 54, \"support_share\": 0.001194399593019398, \"cumulative_support\": 44601}, {\"value_label\": \"72\", \"support\": 52, \"support_share\": 0.0011501625710557165, \"cumulative_support\": 44653}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 25.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2017d9d21c04e287d9bb46c8eb29b654d14b6de4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:10.241840+00:00", + "ended_at": "2026-05-04T08:57:10.272198+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_e1e2dbb02462c8de", + "problem_id": "v2p_m8_9249f67719b8193f", + "dataset_id": "m8", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=age.", + "bindings": { + "group_col": "age" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_e1e2dbb02462c8de.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..087fcd458f1ee29aacf40a919b000c78557bc2c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9125, "bytes_utf8": 9125, "lines": 298, "estimated_tokens": 2565}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 479, "bytes_utf8": 479, "lines": 1, "estimated_tokens": 140}, "usage": {"input_tokens": 22656, "cached_input_tokens": 21888, "output_tokens": 239}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..070948bce19d7dc3c2ad6fbbded07f12917004c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e268cada994e0894", + "api_calls": 0, + "input_tokens": 22656, + "cached_input_tokens": 21888, + "output_tokens": 239, + "total_tokens": 22895, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2565, + "estimated_output_tokens": 140, + "estimated_total_tokens": 2705, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13076.11, + "sql_execution_elapsed_ms_total": 97.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_e268cada994e0894\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..96fee099209123bd4e1243afaf3a8c01fd86cb7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:49:44.724174+00:00", + "ended_at": "2026-05-04T08:49:57.799260+00:00", + "elapsed_ms": 13076.11, + "prompt_metrics": { + "chars": 9125, + "bytes_utf8": 9125, + "lines": 298, + "estimated_tokens": 2565 + }, + "stdout_metrics": { + "chars": 825, + "bytes_utf8": 825, + "lines": 4, + "estimated_tokens": 260 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13229 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 479, + "bytes_utf8": 479, + "lines": 1, + "estimated_tokens": 140 + }, + "usage": { + "input_tokens": 22656, + "cached_input_tokens": 21888, + "output_tokens": 239 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05e56953a5202fbb57c934f4e3a891d2de124b56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=pdays.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "pdays", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..671bbea8610b27e941024f1cc424954f59fbda2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22d-dba7-7cc3-9fcb-d2d72574ec6a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"pdays\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"m8\\\"\\n)\\nSELECT \\\"pdays\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"pdays\\\" AS REAL) DESC;\",\"notes\":\"Used the provided Quantile Tail Slice template with measure_col bound to \\\"pdays\\\" and num_tiles=10. CAST to REAL is included because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22656,"cached_input_tokens":21888,"output_tokens":239}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2af5a11865dfe1a9fdeda77511312bdfaf9e94cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"pdays\",\n NTILE(10) OVER (ORDER BY CAST(\"pdays\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"m8\"\n)\nSELECT \"pdays\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"pdays\" AS REAL) DESC;","notes":"Used the provided Quantile Tail Slice template with measure_col bound to \"pdays\" and num_tiles=10. CAST to REAL is included because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..220daf021d592eb8e86868756e88f13ca29d55d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:49:44.962830Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:49:47.483700Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:49:56.836578Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..248075f819b9b43a0848cd4df9729ac391fe04bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=pdays. +Result preview: [{"pdays": "871"}, {"pdays": "854"}, {"pdays": "850"}, {"pdays": "842"}, {"pdays": "838"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..44bdb4dbd9cb6f9621cb4748cb0a7f25dc0f3a0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m8_e268cada994e0894 +-- problem_id: v2p_m8_3f016fd26073f132 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + "pdays", + NTILE(10) OVER (ORDER BY CAST("pdays" AS REAL) DESC) AS "tail_bucket" + FROM "m8" +) +SELECT "pdays" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("pdays" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d40ec240c565170f7b564b93163daa137be6f9e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"pdays\",\n NTILE(10) OVER (ORDER BY CAST(\"pdays\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"m8\"\n)\nSELECT \"pdays\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"pdays\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"pdays\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"m8\\\"\\n)\\nSELECT \\\"pdays\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"pdays\\\" AS REAL) DESC;\", \"columns\": [\"pdays\"], \"rows\": [{\"pdays\": \"871\"}, {\"pdays\": \"854\"}, {\"pdays\": \"850\"}, {\"pdays\": \"842\"}, {\"pdays\": \"838\"}, {\"pdays\": \"831\"}, {\"pdays\": \"828\"}, {\"pdays\": \"826\"}, {\"pdays\": \"808\"}, {\"pdays\": \"805\"}, {\"pdays\": \"804\"}, {\"pdays\": \"792\"}, {\"pdays\": \"792\"}, {\"pdays\": \"791\"}, {\"pdays\": \"784\"}, {\"pdays\": \"782\"}, {\"pdays\": \"779\"}, {\"pdays\": \"779\"}, {\"pdays\": \"778\"}, {\"pdays\": \"776\"}, {\"pdays\": \"775\"}, {\"pdays\": \"774\"}, {\"pdays\": \"772\"}, {\"pdays\": \"771\"}, {\"pdays\": \"769\"}, {\"pdays\": \"761\"}, {\"pdays\": \"760\"}, {\"pdays\": \"756\"}, {\"pdays\": \"749\"}, {\"pdays\": \"745\"}, {\"pdays\": \"728\"}, {\"pdays\": \"717\"}, {\"pdays\": \"701\"}, {\"pdays\": \"690\"}, {\"pdays\": \"687\"}, {\"pdays\": \"687\"}, {\"pdays\": \"686\"}, {\"pdays\": \"683\"}, {\"pdays\": \"680\"}, {\"pdays\": \"674\"}, {\"pdays\": \"670\"}, {\"pdays\": \"667\"}, {\"pdays\": \"656\"}, {\"pdays\": \"655\"}, {\"pdays\": \"651\"}, {\"pdays\": \"651\"}, {\"pdays\": \"648\"}, {\"pdays\": \"633\"}, {\"pdays\": \"626\"}, {\"pdays\": \"616\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 97.84}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6c29b180cb7bef6e4ac0e96655082afdb22f29e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:49:44.715957+00:00", + "ended_at": "2026-05-04T08:49:57.926002+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_e268cada994e0894", + "problem_id": "v2p_m8_3f016fd26073f132", + "dataset_id": "m8", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=pdays.", + "bindings": { + "measure_col": "pdays", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_e268cada994e0894.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e268cada994e0894", + "api_calls": 0, + "input_tokens": 22656, + "cached_input_tokens": 21888, + "output_tokens": 239, + "total_tokens": 22895, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2565, + "estimated_output_tokens": 140, + "estimated_total_tokens": 2705, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13076.11, + "sql_execution_elapsed_ms_total": 97.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_e268cada994e0894\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc917190ea2a5e2c7ae71482ef97af67f736d070 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e268cada994e0894/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:49:57.817919+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13076.11, "started_at": "2026-05-04T08:49:44.724174+00:00", "ended_at": "2026-05-04T08:49:57.799260+00:00", "prompt_metrics": {"chars": 9125, "bytes_utf8": 9125, "lines": 298, "estimated_tokens": 2565}, "response_metrics": {"chars": 479, "bytes_utf8": 479, "lines": 1, "estimated_tokens": 140}, "usage": {"input_tokens": 22656, "cached_input_tokens": 21888, "output_tokens": 239}, "stderr_preview": "2026-05-04T08:49:44.962830Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:49:47.483700Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=default.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "default", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "no", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29fdf8ac527d721993cb29f1f9d9b1c79419eaa9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-5549-7e91-bf3c-5682fec91b34"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"default\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"housing\\\" = 'no'\\nGROUP BY \\\"default\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles group_col=\\\"default\\\" and predicate_col=\\\"housing\\\" filtered to 'no'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22645,"cached_input_tokens":19840,"output_tokens":115}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86827badf53fa916ad448f132cf65061e64815bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"default\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"housing\" = 'no'\nGROUP BY \"default\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the required Filtered Top-k Group Count template with bound roles group_col=\"default\" and predicate_col=\"housing\" filtered to 'no'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b9b68ad4c9255265a4f5e5f99b8216aefbd601a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:13:07.841095Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:10.347365Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:18.480868Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b04ef72efcae8c0a160755afb475fc92b43f659f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=default. +Result preview: [{"default": "no", "support": 19701}, {"default": "yes", "support": 380}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8c24030f03cec94d71d93b2ebeacfef8b65265a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_e4d09aa2686f497b +-- problem_id: v2p_m8_1ad3cba667242fe2 +-- realization_mode: agent +-- source_kind: agent +SELECT "default", COUNT(*) AS support +FROM "m8" +WHERE "housing" = 'no' +GROUP BY "default" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d247a8ab84d7d272733010a10e69b71b38b9a00 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"default\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"housing\" = 'no'\nGROUP BY \"default\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"default\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"housing\\\" = 'no'\\nGROUP BY \\\"default\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"default\", \"support\"], \"rows\": [{\"default\": \"no\", \"support\": 19701}, {\"default\": \"yes\", \"support\": 380}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f6c2610c23db03b4253b25d864612c8fc6e10238 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:13:07.641397+00:00", + "ended_at": "2026-05-04T08:13:19.150810+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_e4d09aa2686f497b", + "problem_id": "v2p_m8_1ad3cba667242fe2", + "dataset_id": "m8", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=default.", + "bindings": { + "group_col": "default", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "no", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_e4d09aa2686f497b.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e4d09aa2686f497b", + "api_calls": 0, + "input_tokens": 22645, + "cached_input_tokens": 19840, + "output_tokens": 115, + "total_tokens": 22760, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2556, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2654, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11449.18, + "sql_execution_elapsed_ms_total": 19.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_e4d09aa2686f497b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc2636b7dd5123aaf3dc2a5cc5b44acd904a9003 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4d09aa2686f497b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:13:19.123313+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11449.18, "started_at": "2026-05-04T08:13:07.649970+00:00", "ended_at": "2026-05-04T08:13:19.099076+00:00", "prompt_metrics": {"chars": 9143, "bytes_utf8": 9143, "lines": 302, "estimated_tokens": 2556}, "response_metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22645, "cached_input_tokens": 19840, "output_tokens": 115}, "stderr_preview": "2026-05-04T08:13:07.841095Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:10.347365Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4ed767e33e638af/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4ed767e33e638af/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e306a22bc765216a16544f022ef59806552461b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4ed767e33e638af/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_e4ed767e33e638af\n-- problem_id: v2p_m8_082834166c4fbfdc\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"previous\",\n COUNT(*) AS support,\n AVG(\"duration\") AS avg_response\nFROM \"m8\"\nGROUP BY \"previous\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_e4ed767e33e638af\\n-- problem_id: v2p_m8_082834166c4fbfdc\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"previous\\\",\\n COUNT(*) AS support,\\n AVG(\\\"duration\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"previous\", \"support\", \"avg_response\"], \"rows\": [{\"previous\": \"0\", \"support\": 36954, \"avg_response\": 257.7261189587054}, {\"previous\": \"1\", \"support\": 2772, \"avg_response\": 256.62806637806636}, {\"previous\": \"2\", \"support\": 2106, \"avg_response\": 255.42592592592592}, {\"previous\": \"3\", \"support\": 1142, \"avg_response\": 274.7215411558669}, {\"previous\": \"4\", \"support\": 714, \"avg_response\": 269.7549019607843}, {\"previous\": \"5\", \"support\": 459, \"avg_response\": 254.06753812636165}, {\"previous\": \"6\", \"support\": 277, \"avg_response\": 272.50180505415165}, {\"previous\": \"7\", \"support\": 205, \"avg_response\": 264.54146341463417}, {\"previous\": \"8\", \"support\": 129, \"avg_response\": 275.8062015503876}, {\"previous\": \"9\", \"support\": 92, \"avg_response\": 241.47826086956522}, {\"previous\": \"10\", \"support\": 67, \"avg_response\": 294.6119402985075}, {\"previous\": \"11\", \"support\": 65, \"avg_response\": 265.03076923076924}, {\"previous\": \"12\", \"support\": 44, \"avg_response\": 231.97727272727272}, {\"previous\": \"13\", \"support\": 38, \"avg_response\": 212.8421052631579}, {\"previous\": \"15\", \"support\": 20, \"avg_response\": 200.4}, {\"previous\": \"14\", \"support\": 19, \"avg_response\": 204.6315789473684}, {\"previous\": \"17\", \"support\": 15, \"avg_response\": 240.73333333333332}, {\"previous\": \"16\", \"support\": 13, \"avg_response\": 159.69230769230768}, {\"previous\": \"19\", \"support\": 11, \"avg_response\": 185.54545454545453}, {\"previous\": \"20\", \"support\": 8, \"avg_response\": 217.375}, {\"previous\": \"23\", \"support\": 8, \"avg_response\": 175.375}, {\"previous\": \"18\", \"support\": 6, \"avg_response\": 322.0}, {\"previous\": \"22\", \"support\": 6, \"avg_response\": 198.66666666666666}, {\"previous\": \"24\", \"support\": 5, \"avg_response\": 269.0}, {\"previous\": \"27\", \"support\": 5, \"avg_response\": 216.6}], \"row_count_returned\": 25, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.99}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4ed767e33e638af/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4ed767e33e638af/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f352a7f8d91f195c3f5ed162624c936b1df04906 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4ed767e33e638af/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:12.125697+00:00", + "ended_at": "2026-05-04T08:57:12.157321+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_e4ed767e33e638af", + "problem_id": "v2p_m8_082834166c4fbfdc", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=duration, key_col=previous.", + "bindings": { + "key_col": "previous", + "measure_col": "duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=24", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 24, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_e4ed767e33e638af.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4ed767e33e638af/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4ed767e33e638af/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e4ed767e33e638af/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fce7506fb86a080e19738d29af622e3c3c7e79ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9101, "bytes_utf8": 9101, "lines": 300, "estimated_tokens": 2553}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22642, "cached_input_tokens": 19840, "output_tokens": 134}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b466db8685cefa5aba84e8926e059cad911d22b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e68f824c924b38c1", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 19840, + "output_tokens": 134, + "total_tokens": 22776, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2658, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25224.1, + "sql_execution_elapsed_ms_total": 29.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_e68f824c924b38c1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b160d36583c8bcd385116a7c2c67dbabfbf2893d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:14:17.485083+00:00", + "ended_at": "2026-05-04T08:14:42.709745+00:00", + "elapsed_ms": 25224.1, + "prompt_metrics": { + "chars": 9101, + "bytes_utf8": 9101, + "lines": 300, + "estimated_tokens": 2553 + }, + "stdout_metrics": { + "chars": 739, + "bytes_utf8": 739, + "lines": 4, + "estimated_tokens": 218 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13217 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 406, + "bytes_utf8": 406, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 22642, + "cached_input_tokens": 19840, + "output_tokens": 134 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf882bd6e23a10e7465b5f40e1b8458f93000d11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=month, measure_col=duration.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "month", + "measure_col": "duration", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 254.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1fab1dfd8238d253e10c159c36acefd6d5c44a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-661c-7220-bc4d-4b29a9b12b46"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"month\\\", AVG(CAST(\\\"duration\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"month\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"month\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"month\\\" and measure_col=\\\"duration\\\". Cast \\\"duration\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":19840,"output_tokens":134}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e48ef56c2c507014d6214f92683c1d23256f103 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"month\", AVG(CAST(\"duration\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"month\"\nHAVING COUNT(*) > 5\nORDER BY \"month\";","notes":"Used the provided Support-Guarded Group Average template with group_col=\"month\" and measure_col=\"duration\". Cast \"duration\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9664c5c8c87feedb937c63681ca7a4f0764a574d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:17.695341Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:25.750773Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:14:41.614688Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d81f96d4c3b09c9eaf9ed271cd9f873aa083a22b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=month, measure_col=duration. +Result preview: [{"month": "apr", "avg_measure": 298.09890859481584, "support": 2932}, {"month": "aug", "avg_measure": 232.40211301424685, "support": 6247}, {"month": "dec", "avg_measure": 329.32710280373834, "support": 214}, {"month": "feb", "avg_measure": 248.29822574556437, "support": 2649}, {"month": "jan", "avg_measure": 268.2202423378475, "support": 1403}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f483b0ca68b3ef566beb2a1e5f2963b40e9cfc4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_e68f824c924b38c1 +-- problem_id: v2p_m8_95739a286f31fbc3 +-- realization_mode: agent +-- source_kind: agent +SELECT "month", AVG(CAST("duration" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "month" +HAVING COUNT(*) > 5 +ORDER BY "month"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22743ea832ab28c78228500816e095c3ce725dae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"month\", AVG(CAST(\"duration\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"month\"\nHAVING COUNT(*) > 5\nORDER BY \"month\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"month\\\", AVG(CAST(\\\"duration\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"month\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"month\\\";\", \"columns\": [\"month\", \"avg_measure\", \"support\"], \"rows\": [{\"month\": \"apr\", \"avg_measure\": 298.09890859481584, \"support\": 2932}, {\"month\": \"aug\", \"avg_measure\": 232.40211301424685, \"support\": 6247}, {\"month\": \"dec\", \"avg_measure\": 329.32710280373834, \"support\": 214}, {\"month\": \"feb\", \"avg_measure\": 248.29822574556437, \"support\": 2649}, {\"month\": \"jan\", \"avg_measure\": 268.2202423378475, \"support\": 1403}, {\"month\": \"jul\", \"avg_measure\": 267.9753444525018, \"support\": 6895}, {\"month\": \"jun\", \"avg_measure\": 243.0878112712975, \"support\": 5341}, {\"month\": \"mar\", \"avg_measure\": 244.40041928721175, \"support\": 477}, {\"month\": \"may\", \"avg_measure\": 260.92227226500074, \"support\": 13766}, {\"month\": \"nov\", \"avg_measure\": 253.14861460957178, \"support\": 3970}, {\"month\": \"oct\", \"avg_measure\": 288.30216802168025, \"support\": 738}, {\"month\": \"sep\", \"avg_measure\": 292.25215889464596, \"support\": 579}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.13}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2f65c14022088741f51f9318dba7671319c4370b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:14:17.477503+00:00", + "ended_at": "2026-05-04T08:14:42.765586+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_e68f824c924b38c1", + "problem_id": "v2p_m8_95739a286f31fbc3", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=month, measure_col=duration.", + "bindings": { + "group_col": "month", + "measure_col": "duration", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 254.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_e68f824c924b38c1.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e68f824c924b38c1", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 19840, + "output_tokens": 134, + "total_tokens": 22776, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2658, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25224.1, + "sql_execution_elapsed_ms_total": 29.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_e68f824c924b38c1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ce7fad42f7ca5bf4ca434a2f973e3a65a708311 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:42.729084+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25224.1, "started_at": "2026-05-04T08:14:17.485083+00:00", "ended_at": "2026-05-04T08:14:42.709745+00:00", "prompt_metrics": {"chars": 9101, "bytes_utf8": 9101, "lines": 300, "estimated_tokens": 2553}, "response_metrics": {"chars": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22642, "cached_input_tokens": 19840, "output_tokens": 134}, "stderr_preview": "2026-05-04T08:14:17.695341Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:25.750773Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"month\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"month\\\" and measure_col=\\\"duration\\\". Cast \\\"duration\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..abe887533e1c6f748c9332bb1330d27f5ba2bc4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e68f824c924b38c1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e68f824c924b38c1", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 19840, + "output_tokens": 134, + "total_tokens": 22776, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2658, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25224.1, + "sql_execution_elapsed_ms_total": 29.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_e68f824c924b38c1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f60b89193cad6bb8d0b0b073fbfc9b191657795 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9354, "bytes_utf8": 9354, "lines": 302, "estimated_tokens": 2627}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 526, "bytes_utf8": 526, "lines": 1, "estimated_tokens": 143}, "usage": {"input_tokens": 22718, "cached_input_tokens": 21888, "output_tokens": 207}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..696218f24a5f49a0e0dd68eecca7bd76055a481f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e6e942782f363acc", + "api_calls": 0, + "input_tokens": 22718, + "cached_input_tokens": 21888, + "output_tokens": 207, + "total_tokens": 22925, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2627, + "estimated_output_tokens": 143, + "estimated_total_tokens": 2770, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13473.61, + "sql_execution_elapsed_ms_total": 80.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_e6e942782f363acc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5183cda7857939bb2e3fdf3d86955ff6d4d163dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:30:07.964082+00:00", + "ended_at": "2026-05-04T08:30:21.437358+00:00", + "elapsed_ms": 13473.61, + "prompt_metrics": { + "chars": 9354, + "bytes_utf8": 9354, + "lines": 302, + "estimated_tokens": 2627 + }, + "stdout_metrics": { + "chars": 880, + "bytes_utf8": 880, + "lines": 4, + "estimated_tokens": 265 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13193 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 526, + "bytes_utf8": 526, + "lines": 1, + "estimated_tokens": 143 + }, + "usage": { + "input_tokens": 22718, + "cached_input_tokens": 21888, + "output_tokens": 207 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fa8b95a21aeb3b9f2cbaa036091b078039a4aaf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=job, measure_col=previous.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "job", + "measure_col": "previous", + "item_col": "age", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a54be25661c20a612793faaa2777c28170c361a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-e702-7000-9488-1ef188edb897"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"job\\\", \\\"age\\\",\\n SUM(CAST(\\\"previous\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"previous\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"previous\\\" AS REAL))) OVER (PARTITION BY \\\"job\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\", \\\"age\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"job\\\", item_col=\\\"age\\\", and measure_col=\\\"previous\\\". Cast \\\"previous\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22718,"cached_input_tokens":21888,"output_tokens":207}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce4c5e03a02a26a81a175fc2cd86e672772c027a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"job\", \"age\",\n SUM(CAST(\"previous\" AS REAL)) AS total_measure,\n SUM(CAST(\"previous\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"previous\" AS REAL))) OVER (PARTITION BY \"job\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"job\", \"age\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"job\", item_col=\"age\", and measure_col=\"previous\". Cast \"previous\" to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2ace0e3f5267d905059aac12923f15c0225fb69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:30:08.201318Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:30:10.707917Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:30:20.575287Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7001174973308444b5ffe6cdb12fe3ef5b1b06a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=job, measure_col=previous. +Result preview: [{"job": "unknown", "age": "63", "total_measure": 13.0, "share_within_group": 14.130434782608695}, {"job": "student", "age": "27", "total_measure": 98.0, "share_within_group": 10.961968680089486}, {"job": "unknown", "age": "54", "total_measure": 10.0, "share_within_group": 10.869565217391305}, {"job": "housemaid", "age": "60", "total_measure": 47.0, "share_within_group": 10.195227765726681}, {"job": "student", "age": "25", "total_measure": 87.0, "share_within_group": 9.731543624161073}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..be42bff84803e40fb0e788784ae1e6d3446454a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_e6e942782f363acc +-- problem_id: v2p_m8_8af4961cc12f0300 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", "age", + SUM(CAST("previous" AS REAL)) AS total_measure, + SUM(CAST("previous" AS REAL)) * 100.0 / SUM(SUM(CAST("previous" AS REAL))) OVER (PARTITION BY "job") AS share_within_group +FROM "m8" +GROUP BY "job", "age" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50f7c89aa797a3296e4e0b918d77fa70d464917e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"job\", \"age\",\n SUM(CAST(\"previous\" AS REAL)) AS total_measure,\n SUM(CAST(\"previous\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"previous\" AS REAL))) OVER (PARTITION BY \"job\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"job\", \"age\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"job\\\", \\\"age\\\",\\n SUM(CAST(\\\"previous\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"previous\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"previous\\\" AS REAL))) OVER (PARTITION BY \\\"job\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\", \\\"age\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"job\", \"age\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"job\": \"unknown\", \"age\": \"63\", \"total_measure\": 13.0, \"share_within_group\": 14.130434782608695}, {\"job\": \"student\", \"age\": \"27\", \"total_measure\": 98.0, \"share_within_group\": 10.961968680089486}, {\"job\": \"unknown\", \"age\": \"54\", \"total_measure\": 10.0, \"share_within_group\": 10.869565217391305}, {\"job\": \"housemaid\", \"age\": \"60\", \"total_measure\": 47.0, \"share_within_group\": 10.195227765726681}, {\"job\": \"student\", \"age\": \"25\", \"total_measure\": 87.0, \"share_within_group\": 9.731543624161073}, {\"job\": \"unknown\", \"age\": \"50\", \"total_measure\": 8.0, \"share_within_group\": 8.695652173913043}, {\"job\": \"entrepreneur\", \"age\": \"51\", \"total_measure\": 60.0, \"share_within_group\": 8.438818565400844}, {\"job\": \"unknown\", \"age\": \"33\", \"total_measure\": 7.0, \"share_within_group\": 7.608695652173913}, {\"job\": \"unknown\", \"age\": \"55\", \"total_measure\": 7.0, \"share_within_group\": 7.608695652173913}, {\"job\": \"student\", \"age\": \"23\", \"total_measure\": 68.0, \"share_within_group\": 7.6062639821029085}, {\"job\": \"student\", \"age\": \"28\", \"total_measure\": 68.0, \"share_within_group\": 7.6062639821029085}, {\"job\": \"housemaid\", \"age\": \"51\", \"total_measure\": 34.0, \"share_within_group\": 7.375271149674621}, {\"job\": \"admin.\", \"age\": \"34\", \"total_measure\": 255.0, \"share_within_group\": 7.34235531241002}, {\"job\": \"technician\", \"age\": \"35\", \"total_measure\": 320.0, \"share_within_group\": 7.331042382588774}, {\"job\": \"student\", \"age\": \"29\", \"total_measure\": 65.0, \"share_within_group\": 7.27069351230425}, {\"job\": \"student\", \"age\": \"24\", \"total_measure\": 62.0, \"share_within_group\": 6.935123042505593}, {\"job\": \"technician\", \"age\": \"33\", \"total_measure\": 289.0, \"share_within_group\": 6.620847651775486}, {\"job\": \"unemployed\", \"age\": \"42\", \"total_measure\": 40.0, \"share_within_group\": 6.578947368421052}, {\"job\": \"unknown\", \"age\": \"47\", \"total_measure\": 6.0, \"share_within_group\": 6.521739130434782}, {\"job\": \"management\", \"age\": \"40\", \"total_measure\": 412.0, \"share_within_group\": 6.52105096549541}, {\"job\": \"retired\", \"age\": \"77\", \"total_measure\": 94.0, \"share_within_group\": 6.500691562932227}, {\"job\": \"self-employed\", \"age\": \"35\", \"total_measure\": 56.0, \"share_within_group\": 6.42939150401837}, {\"job\": \"unemployed\", \"age\": \"30\", \"total_measure\": 39.0, \"share_within_group\": 6.4144736842105265}, {\"job\": \"unemployed\", \"age\": \"43\", \"total_measure\": 39.0, \"share_within_group\": 6.4144736842105265}, {\"job\": \"blue-collar\", \"age\": \"35\", \"total_measure\": 314.0, \"share_within_group\": 6.387306753458096}, {\"job\": \"entrepreneur\", \"age\": \"42\", \"total_measure\": 45.0, \"share_within_group\": 6.329113924050633}, {\"job\": \"retired\", \"age\": \"60\", \"total_measure\": 90.0, \"share_within_group\": 6.224066390041494}, {\"job\": \"self-employed\", \"age\": \"31\", \"total_measure\": 54.0, \"share_within_group\": 6.199770378874857}, {\"job\": \"services\", \"age\": \"37\", \"total_measure\": 129.0, \"share_within_group\": 6.195965417867435}, {\"job\": \"management\", \"age\": \"34\", \"total_measure\": 391.0, \"share_within_group\": 6.188667299778411}, {\"job\": \"entrepreneur\", \"age\": \"34\", \"total_measure\": 44.0, \"share_within_group\": 6.1884669479606185}, {\"job\": \"services\", \"age\": \"32\", \"total_measure\": 128.0, \"share_within_group\": 6.147934678194044}, {\"job\": \"management\", \"age\": \"31\", \"total_measure\": 383.0, \"share_within_group\": 6.062044950933839}, {\"job\": \"management\", \"age\": \"33\", \"total_measure\": 382.0, \"share_within_group\": 6.046217157328268}, {\"job\": \"technician\", \"age\": \"37\", \"total_measure\": 262.0, \"share_within_group\": 6.002290950744559}, {\"job\": \"self-employed\", \"age\": \"29\", \"total_measure\": 52.0, \"share_within_group\": 5.970149253731344}, {\"job\": \"blue-collar\", \"age\": \"32\", \"total_measure\": 290.0, \"share_within_group\": 5.899104963384866}, {\"job\": \"technician\", \"age\": \"34\", \"total_measure\": 255.0, \"share_within_group\": 5.841924398625429}, {\"job\": \"student\", \"age\": \"20\", \"total_measure\": 52.0, \"share_within_group\": 5.8165548098434}, {\"job\": \"student\", \"age\": \"22\", \"total_measure\": 52.0, \"share_within_group\": 5.8165548098434}, {\"job\": \"unemployed\", \"age\": \"48\", \"total_measure\": 35.0, \"share_within_group\": 5.756578947368421}, {\"job\": \"housemaid\", \"age\": \"31\", \"total_measure\": 26.0, \"share_within_group\": 5.639913232104122}, {\"job\": \"services\", \"age\": \"33\", \"total_measure\": 116.0, \"share_within_group\": 5.571565802113352}, {\"job\": \"technician\", \"age\": \"38\", \"total_measure\": 242.0, \"share_within_group\": 5.54410080183276}, {\"job\": \"self-employed\", \"age\": \"40\", \"total_measure\": 48.0, \"share_within_group\": 5.510907003444317}, {\"job\": \"entrepreneur\", \"age\": \"38\", \"total_measure\": 39.0, \"share_within_group\": 5.485232067510548}, {\"job\": \"unknown\", \"age\": \"27\", \"total_measure\": 5.0, \"share_within_group\": 5.434782608695652}, {\"job\": \"unknown\", \"age\": \"35\", \"total_measure\": 5.0, \"share_within_group\": 5.434782608695652}, {\"job\": \"unknown\", \"age\": \"62\", \"total_measure\": 5.0, \"share_within_group\": 5.434782608695652}, {\"job\": \"housemaid\", \"age\": \"38\", \"total_measure\": 25.0, \"share_within_group\": 5.422993492407809}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 80.38}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3afdd654c4db2f118a78f211435f162a3f776979 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:30:07.953849+00:00", + "ended_at": "2026-05-04T08:30:21.559387+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_e6e942782f363acc", + "problem_id": "v2p_m8_8af4961cc12f0300", + "dataset_id": "m8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=job, measure_col=previous.", + "bindings": { + "group_col": "job", + "measure_col": "previous", + "item_col": "age", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_e6e942782f363acc.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e6e942782f363acc", + "api_calls": 0, + "input_tokens": 22718, + "cached_input_tokens": 21888, + "output_tokens": 207, + "total_tokens": 22925, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2627, + "estimated_output_tokens": 143, + "estimated_total_tokens": 2770, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13473.61, + "sql_execution_elapsed_ms_total": 80.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_e6e942782f363acc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0770ef81698fcaa61f4b311d50ecaa89bca4cdbf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_e6e942782f363acc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:30:21.469179+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13473.61, "started_at": "2026-05-04T08:30:07.964082+00:00", "ended_at": "2026-05-04T08:30:21.437358+00:00", "prompt_metrics": {"chars": 9354, "bytes_utf8": 9354, "lines": 302, "estimated_tokens": 2627}, "response_metrics": {"chars": 526, "bytes_utf8": 526, "lines": 1, "estimated_tokens": 143}, "usage": {"input_tokens": 22718, "cached_input_tokens": 21888, "output_tokens": 207}, "stderr_preview": "2026-05-04T08:30:08.201318Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:30:10.707917Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=age, measure_col=pdays.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "age", + "measure_col": "pdays", + "item_col": "previous", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e2ce1e6ac6dc251d3e618c8d0ac927418da2832 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-6da7-7cd1-9424-df892d9f0d92"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"age\\\", \\\"previous\\\",\\n SUM(CAST(\\\"pdays\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"pdays\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"pdays\\\" AS REAL))) OVER (PARTITION BY \\\"age\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"previous\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Filled the planned template with group_col=\\\"age\\\", item_col=\\\"previous\\\", and measure_col=\\\"pdays\\\". Cast \\\"pdays\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22718,"cached_input_tokens":21888,"output_tokens":267}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ce84493752308c703e99aed97a3be4518d6085e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"age\", \"previous\",\n SUM(CAST(\"pdays\" AS REAL)) AS total_measure,\n SUM(CAST(\"pdays\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"pdays\" AS REAL))) OVER (PARTITION BY \"age\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"age\", \"previous\"\nORDER BY share_within_group DESC;","notes":"Filled the planned template with group_col=\"age\", item_col=\"previous\", and measure_col=\"pdays\". Cast \"pdays\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7732efa2ff0fe0de6943d48e96a64b49a4c7931 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:37.146979Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:29:39.489411Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:29:51.110549Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6272fdb03bf1952eb7edc2c410932b8367a3def --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=age, measure_col=pdays. +Result preview: [{"age": "89", "previous": "1", "total_measure": 189.0, "share_within_group": 101.06951871657753}, {"age": "92", "previous": "3", "total_measure": 96.0, "share_within_group": 101.05263157894737}, {"age": "88", "previous": "1", "total_measure": 274.0, "share_within_group": 100.36630036630036}, {"age": "85", "previous": "0", "total_measure": -5.0, "share_within_group": 100.0}, {"age": "87", "previous": "0", "total_measure": -4.0, "share_within_group": 100.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0a7ac6d44a9d918e2397628866165a7a73fb3c87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_eb370c234f11bb26 +-- problem_id: v2p_m8_77e45ac36a3321bb +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "previous", + SUM(CAST("pdays" AS REAL)) AS total_measure, + SUM(CAST("pdays" AS REAL)) * 100.0 / SUM(SUM(CAST("pdays" AS REAL))) OVER (PARTITION BY "age") AS share_within_group +FROM "m8" +GROUP BY "age", "previous" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98fe23593b4899e0fc3119e63b815088c24eaec1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"age\", \"previous\",\n SUM(CAST(\"pdays\" AS REAL)) AS total_measure,\n SUM(CAST(\"pdays\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"pdays\" AS REAL))) OVER (PARTITION BY \"age\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"age\", \"previous\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"age\\\", \\\"previous\\\",\\n SUM(CAST(\\\"pdays\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"pdays\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"pdays\\\" AS REAL))) OVER (PARTITION BY \\\"age\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"previous\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"age\", \"previous\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"age\": \"89\", \"previous\": \"1\", \"total_measure\": 189.0, \"share_within_group\": 101.06951871657753}, {\"age\": \"92\", \"previous\": \"3\", \"total_measure\": 96.0, \"share_within_group\": 101.05263157894737}, {\"age\": \"88\", \"previous\": \"1\", \"total_measure\": 274.0, \"share_within_group\": 100.36630036630036}, {\"age\": \"85\", \"previous\": \"0\", \"total_measure\": -5.0, \"share_within_group\": 100.0}, {\"age\": \"87\", \"previous\": \"0\", \"total_measure\": -4.0, \"share_within_group\": 100.0}, {\"age\": \"90\", \"previous\": \"0\", \"total_measure\": -2.0, \"share_within_group\": 100.0}, {\"age\": \"94\", \"previous\": \"0\", \"total_measure\": -1.0, \"share_within_group\": 100.0}, {\"age\": \"95\", \"previous\": \"0\", \"total_measure\": -2.0, \"share_within_group\": 100.0}, {\"age\": \"93\", \"previous\": \"7\", \"total_measure\": 177.0, \"share_within_group\": 93.15789473684211}, {\"age\": \"81\", \"previous\": \"1\", \"total_measure\": 372.0, \"share_within_group\": 82.30088495575221}, {\"age\": \"18\", \"previous\": \"1\", \"total_measure\": 276.0, \"share_within_group\": 79.08309455587393}, {\"age\": \"84\", \"previous\": \"2\", \"total_measure\": 428.0, \"share_within_group\": 60.53748231966054}, {\"age\": \"82\", \"previous\": \"1\", \"total_measure\": 690.0, \"share_within_group\": 56.23471882640587}, {\"age\": \"78\", \"previous\": \"1\", \"total_measure\": 454.0, \"share_within_group\": 56.04938271604938}, {\"age\": \"19\", \"previous\": \"2\", \"total_measure\": 954.0, \"share_within_group\": 55.985915492957744}, {\"age\": \"22\", \"previous\": \"1\", \"total_measure\": 2932.0, \"share_within_group\": 53.16409791477788}, {\"age\": \"71\", \"previous\": \"1\", \"total_measure\": 1641.0, \"share_within_group\": 51.089663760896634}, {\"age\": \"86\", \"previous\": \"3\", \"total_measure\": 180.0, \"share_within_group\": 49.04632152588556}, {\"age\": \"74\", \"previous\": \"2\", \"total_measure\": 1115.0, \"share_within_group\": 47.91577137945853}, {\"age\": \"65\", \"previous\": \"1\", \"total_measure\": 1482.0, \"share_within_group\": 47.91464597478176}, {\"age\": \"83\", \"previous\": \"2\", \"total_measure\": 550.0, \"share_within_group\": 46.4527027027027}, {\"age\": \"21\", \"previous\": \"2\", \"total_measure\": 1434.0, \"share_within_group\": 45.84398976982097}, {\"age\": \"53\", \"previous\": \"1\", \"total_measure\": 13913.0, \"share_within_group\": 45.53875360041896}, {\"age\": \"76\", \"previous\": \"1\", \"total_measure\": 726.0, \"share_within_group\": 43.47305389221557}, {\"age\": \"26\", \"previous\": \"1\", \"total_measure\": 12089.0, \"share_within_group\": 42.958672399701506}, {\"age\": \"40\", \"previous\": \"1\", \"total_measure\": 25714.0, \"share_within_group\": 42.630017075879906}, {\"age\": \"70\", \"previous\": \"1\", \"total_measure\": 1867.0, \"share_within_group\": 42.19209039548023}, {\"age\": \"75\", \"previous\": \"2\", \"total_measure\": 1257.0, \"share_within_group\": 42.0541987286718}, {\"age\": \"60\", \"previous\": \"1\", \"total_measure\": 9301.0, \"share_within_group\": 41.90961113864732}, {\"age\": \"52\", \"previous\": \"1\", \"total_measure\": 12138.0, \"share_within_group\": 41.90430159497342}, {\"age\": \"62\", \"previous\": \"1\", \"total_measure\": 2540.0, \"share_within_group\": 41.89345208642586}, {\"age\": \"24\", \"previous\": \"1\", \"total_measure\": 4492.0, \"share_within_group\": 41.60029635117614}, {\"age\": \"30\", \"previous\": \"1\", \"total_measure\": 29190.0, \"share_within_group\": 41.21018748588209}, {\"age\": \"79\", \"previous\": \"1\", \"total_measure\": 1019.0, \"share_within_group\": 41.08870967741935}, {\"age\": \"29\", \"previous\": \"1\", \"total_measure\": 22733.0, \"share_within_group\": 40.748906574890654}, {\"age\": \"27\", \"previous\": \"1\", \"total_measure\": 16177.0, \"share_within_group\": 40.515427769985976}, {\"age\": \"46\", \"previous\": \"1\", \"total_measure\": 17217.0, \"share_within_group\": 40.07215175142558}, {\"age\": \"84\", \"previous\": \"3\", \"total_measure\": 283.0, \"share_within_group\": 40.02828854314003}, {\"age\": \"49\", \"previous\": \"1\", \"total_measure\": 10327.0, \"share_within_group\": 39.44764887887238}, {\"age\": \"45\", \"previous\": \"1\", \"total_measure\": 16770.0, \"share_within_group\": 39.40504722966305}, {\"age\": \"68\", \"previous\": \"1\", \"total_measure\": 739.0, \"share_within_group\": 38.489583333333336}, {\"age\": \"41\", \"previous\": \"1\", \"total_measure\": 20552.0, \"share_within_group\": 38.25692001265799}, {\"age\": \"64\", \"previous\": \"1\", \"total_measure\": 1544.0, \"share_within_group\": 38.22728398118346}, {\"age\": \"48\", \"previous\": \"1\", \"total_measure\": 13733.0, \"share_within_group\": 37.79967520849963}, {\"age\": \"36\", \"previous\": \"1\", \"total_measure\": 27112.0, \"share_within_group\": 37.550726444232076}, {\"age\": \"32\", \"previous\": \"1\", \"total_measure\": 35220.0, \"share_within_group\": 37.515178628491086}, {\"age\": \"47\", \"previous\": \"1\", \"total_measure\": 15698.0, \"share_within_group\": 36.74797509246687}, {\"age\": \"31\", \"previous\": \"1\", \"total_measure\": 28836.0, \"share_within_group\": 36.50865998176846}, {\"age\": \"39\", \"previous\": \"1\", \"total_measure\": 22332.0, \"share_within_group\": 36.04260813428018}, {\"age\": \"66\", \"previous\": \"2\", \"total_measure\": 1192.0, \"share_within_group\": 35.752849430113976}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 58.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d82118d5efe076db1b595d8a736be1e6cdc991be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:29:36.927981+00:00", + "ended_at": "2026-05-04T08:29:52.094764+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_eb370c234f11bb26", + "problem_id": "v2p_m8_77e45ac36a3321bb", + "dataset_id": "m8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=age, measure_col=pdays.", + "bindings": { + "group_col": "age", + "measure_col": "pdays", + "item_col": "previous", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_eb370c234f11bb26.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_eb370c234f11bb26", + "api_calls": 0, + "input_tokens": 22718, + "cached_input_tokens": 21888, + "output_tokens": 267, + "total_tokens": 22985, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2627, + "estimated_output_tokens": 149, + "estimated_total_tokens": 2776, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15065.87, + "sql_execution_elapsed_ms_total": 58.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_eb370c234f11bb26\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ce0b3e49bede0b7b9ff403b84b064195c4b82e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_eb370c234f11bb26/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:29:52.027060+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15065.87, "started_at": "2026-05-04T08:29:36.938533+00:00", "ended_at": "2026-05-04T08:29:52.004424+00:00", "prompt_metrics": {"chars": 9349, "bytes_utf8": 9349, "lines": 302, "estimated_tokens": 2627}, "response_metrics": {"chars": 531, "bytes_utf8": 531, "lines": 1, "estimated_tokens": 149}, "usage": {"input_tokens": 22718, "cached_input_tokens": 21888, "output_tokens": 267}, "stderr_preview": "2026-05-04T08:29:37.146979Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:29:39.489411Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=marital.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "marital", + "predicate_col": "age", + "predicate_op": ">=", + "predicate_value": 48.0, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd721475dd8c888dbc0634c5b99c05f6f5edb398 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-60cf-75e1-b720-17ee32ec9957"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"marital\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"age\\\" AS REAL) >= 48.0\\nGROUP BY \\\"marital\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"marital\\\" and predicate_col bound to \\\"age\\\". Cast \\\"age\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22652,"cached_input_tokens":19840,"output_tokens":124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86ce7aede4872c34e213b6151746d58997e0f89a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"marital\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"age\" AS REAL) >= 48.0\nGROUP BY \"marital\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"marital\" and predicate_col bound to \"age\". Cast \"age\" to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cc34d60bb02fc4c1e851cb65f712c3e649eaf2a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:05.264510Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:07.739134Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:19.027284Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4737705162903e8604f3269bf386a48656b29b0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=marital. +Result preview: [{"marital": "married", "support": 9166}, {"marital": "divorced", "support": 2189}, {"marital": "single", "support": 830}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0bb313cb8eb34ca29c18b0cf71ed72eb7b9d0b45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_ed4460be2810f9ed +-- problem_id: v2p_m8_ddb86371f168b45b +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", COUNT(*) AS support +FROM "m8" +WHERE CAST("age" AS REAL) >= 48.0 +GROUP BY "marital" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd5dedc0ca20374101ae502e6e359418ad4d1fa5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"marital\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"age\" AS REAL) >= 48.0\nGROUP BY \"marital\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"marital\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"age\\\" AS REAL) >= 48.0\\nGROUP BY \\\"marital\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"marital\", \"support\"], \"rows\": [{\"marital\": \"married\", \"support\": 9166}, {\"marital\": \"divorced\", \"support\": 2189}, {\"marital\": \"single\", \"support\": 830}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.57}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d4d73fb9ebbe3c1583cb5ce6ab194b408c6ae3af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:12:05.052852+00:00", + "ended_at": "2026-05-04T08:12:20.050954+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_ed4460be2810f9ed", + "problem_id": "v2p_m8_ddb86371f168b45b", + "dataset_id": "m8", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=marital.", + "bindings": { + "group_col": "marital", + "predicate_col": "age", + "predicate_op": ">=", + "predicate_value": 48.0, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_ed4460be2810f9ed.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_ed4460be2810f9ed", + "api_calls": 0, + "input_tokens": 22652, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 22776, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2563, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2671, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14949.1, + "sql_execution_elapsed_ms_total": 15.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_ed4460be2810f9ed\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e605c15f6829dbbb990f72c62ded5bac2daeacf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:20.027042+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14949.1, "started_at": "2026-05-04T08:12:05.060832+00:00", "ended_at": "2026-05-04T08:12:20.009811+00:00", "prompt_metrics": {"chars": 9140, "bytes_utf8": 9140, "lines": 302, "estimated_tokens": 2563}, "response_metrics": {"chars": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22652, "cached_input_tokens": 19840, "output_tokens": 124}, "stderr_preview": "2026-05-04T08:12:05.264510Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:07.739134Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 48.0\\nGROUP BY \\\"marital\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"marital\\\" and predicate_col bound to \\\"age\\\". Cast \\\"age\\\" to REAL because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c5315c2d527dd5248c167bb14005af542bce9f76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ed4460be2810f9ed/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_ed4460be2810f9ed", + "api_calls": 0, + "input_tokens": 22652, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 22776, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2563, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2671, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14949.1, + "sql_execution_elapsed_ms_total": 15.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_ed4460be2810f9ed\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff19e4bd16368a29fd93a2e29e855c6abcd8b074 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9146, "bytes_utf8": 9146, "lines": 302, "estimated_tokens": 2559}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 367, "bytes_utf8": 367, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 22648, "cached_input_tokens": 21888, "output_tokens": 110}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aaf251010f0e666c7b6f6ee38542441bf7aaa6e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f3dfec87ff58e3f6", + "api_calls": 0, + "input_tokens": 22648, + "cached_input_tokens": 21888, + "output_tokens": 110, + "total_tokens": 22758, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2559, + "estimated_output_tokens": 94, + "estimated_total_tokens": 2653, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14347.78, + "sql_execution_elapsed_ms_total": 18.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_f3dfec87ff58e3f6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..62baee8e9d6b54876d7ba21736c7ec73275984c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:12:53.242148+00:00", + "ended_at": "2026-05-04T08:13:07.587687+00:00", + "elapsed_ms": 14347.78, + "prompt_metrics": { + "chars": 9146, + "bytes_utf8": 9146, + "lines": 302, + "estimated_tokens": 2559 + }, + "stdout_metrics": { + "chars": 693, + "bytes_utf8": 693, + "lines": 4, + "estimated_tokens": 202 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13200 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 367, + "bytes_utf8": 367, + "lines": 1, + "estimated_tokens": 94 + }, + "usage": { + "input_tokens": 22648, + "cached_input_tokens": 21888, + "output_tokens": 110 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..204eae3c97f79e9b0e01f15bd83c9dd50347b1ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=default.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "default", + "predicate_col": "marital", + "predicate_op": "=", + "predicate_value": "single", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c59d00f6f91cdeedc3ea8c97983d86f91b0fada5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-1d0a-7150-83b3-80a89ba89c0a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"default\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"marital\\\" = 'single'\\nGROUP BY \\\"default\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"default\\\" and predicate marital = 'single' on the single table \\\"m8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22648,"cached_input_tokens":21888,"output_tokens":110}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1decc7c16dbf74fcaa956898feb1f3cd79b26c58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"default\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"marital\" = 'single'\nGROUP BY \"default\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"default\" and predicate marital = 'single' on the single table \"m8\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ef18f9f246fa67949418dc5fa20042b75c83785 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:53.436903Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:55.834121Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:06.724820Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c28edc9c996edcd0f604a6297252c0c9d25b90d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=default. +Result preview: [{"default": "no", "support": 12551}, {"default": "yes", "support": 239}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4153ea22dac24fd0a1c3fa7033d1d2ac4cf0fea8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_f3dfec87ff58e3f6 +-- problem_id: v2p_m8_f0ab0ebcedcc7be8 +-- realization_mode: agent +-- source_kind: agent +SELECT "default", COUNT(*) AS support +FROM "m8" +WHERE "marital" = 'single' +GROUP BY "default" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88874d7e08cd2c2cfc90a08d0dbce695ee078f08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"default\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"marital\" = 'single'\nGROUP BY \"default\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"default\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"marital\\\" = 'single'\\nGROUP BY \\\"default\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"default\", \"support\"], \"rows\": [{\"default\": \"no\", \"support\": 12551}, {\"default\": \"yes\", \"support\": 239}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.1}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..745e56d3aa73264aec87c3205f6e1f3d14e8c9bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:12:53.233701+00:00", + "ended_at": "2026-05-04T08:13:07.638509+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f3dfec87ff58e3f6", + "problem_id": "v2p_m8_f0ab0ebcedcc7be8", + "dataset_id": "m8", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=default.", + "bindings": { + "group_col": "default", + "predicate_col": "marital", + "predicate_op": "=", + "predicate_value": "single", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_f3dfec87ff58e3f6.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f3dfec87ff58e3f6", + "api_calls": 0, + "input_tokens": 22648, + "cached_input_tokens": 21888, + "output_tokens": 110, + "total_tokens": 22758, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2559, + "estimated_output_tokens": 94, + "estimated_total_tokens": 2653, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14347.78, + "sql_execution_elapsed_ms_total": 18.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_f3dfec87ff58e3f6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ccb8c88a9d25f7f6cb2e6f651c968f2a9862683f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3dfec87ff58e3f6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:13:07.612270+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14347.78, "started_at": "2026-05-04T08:12:53.242148+00:00", "ended_at": "2026-05-04T08:13:07.587687+00:00", "prompt_metrics": {"chars": 9146, "bytes_utf8": 9146, "lines": 302, "estimated_tokens": 2559}, "response_metrics": {"chars": 367, "bytes_utf8": 367, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 22648, "cached_input_tokens": 21888, "output_tokens": 110}, "stderr_preview": "2026-05-04T08:12:53.436903Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:55.834121Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=marital, group_col_2=month.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "marital", + "group_col_2": "month", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9a169613821089e3eb1ef18b83680150047b380 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df234-37db-7793-8d7c-cf347bcbdf5a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"month\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"month\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"month\\\"\\nLIMIT 13;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=marital, group_col_2=month, and top_k=13. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22679,"cached_input_tokens":21888,"output_tokens":129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..986f1631d58dd5701b578183fdd7ded088efaf4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"month\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"month\"\nORDER BY support ASC, \"marital\", \"month\"\nLIMIT 13;","notes":"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=marital, group_col_2=month, and top_k=13. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9cab15c51229382e35a193520b954b621fcc0fe1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:56:41.747339Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:56:44.308680Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:56:55.630405Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b20dbde60f5ef9f7063d20c311c66b7c785a550 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=marital, group_col_2=month. +Result preview: [{"marital": "divorced", "month": "dec", "support": 22}, {"marital": "divorced", "month": "mar", "support": 48}, {"marital": "divorced", "month": "sep", "support": 54}, {"marital": "single", "month": "dec", "support": 71}, {"marital": "divorced", "month": "oct", "support": 79}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d9bdf732ee52fe52442b4bf8496e11fc6b293e33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m8_f3f41add0ddd46bb +-- problem_id: v2p_m8_41a6a7b9a41e4abc +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "month", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "month" +ORDER BY support ASC, "marital", "month" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14c26b03886f1072a66abb0805d38a9eff6e4591 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"month\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"month\"\nORDER BY support ASC, \"marital\", \"month\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"month\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"month\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"month\\\"\\nLIMIT 13;\", \"columns\": [\"marital\", \"month\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"month\": \"dec\", \"support\": 22}, {\"marital\": \"divorced\", \"month\": \"mar\", \"support\": 48}, {\"marital\": \"divorced\", \"month\": \"sep\", \"support\": 54}, {\"marital\": \"single\", \"month\": \"dec\", \"support\": 71}, {\"marital\": \"divorced\", \"month\": \"oct\", \"support\": 79}, {\"marital\": \"married\", \"month\": \"dec\", \"support\": 121}, {\"marital\": \"divorced\", \"month\": \"jan\", \"support\": 167}, {\"marital\": \"single\", \"month\": \"mar\", \"support\": 183}, {\"marital\": \"single\", \"month\": \"sep\", \"support\": 207}, {\"marital\": \"single\", \"month\": \"oct\", \"support\": 242}, {\"marital\": \"married\", \"month\": \"mar\", \"support\": 246}, {\"marital\": \"divorced\", \"month\": \"apr\", \"support\": 270}, {\"marital\": \"divorced\", \"month\": \"feb\", \"support\": 301}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 39.53}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6cfd2c4516dbfeafdb125ac92bd3d4cc1bbeb559 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:56:41.563641+00:00", + "ended_at": "2026-05-04T08:56:56.222077+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f3f41add0ddd46bb", + "problem_id": "v2p_m8_41a6a7b9a41e4abc", + "dataset_id": "m8", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=marital, group_col_2=month.", + "bindings": { + "group_col": "marital", + "group_col_2": "month", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=138" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_f3f41add0ddd46bb.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f3f41add0ddd46bb", + "api_calls": 0, + "input_tokens": 22679, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 22808, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2590, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2703, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14584.92, + "sql_execution_elapsed_ms_total": 39.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_f3f41add0ddd46bb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e761094975b5d2cd3d560fe4d97163c0faf03d3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:56:56.174835+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14584.92, "started_at": "2026-05-04T08:56:41.571083+00:00", "ended_at": "2026-05-04T08:56:56.154042+00:00", "prompt_metrics": {"chars": 9119, "bytes_utf8": 9119, "lines": 300, "estimated_tokens": 2590}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22679, "cached_input_tokens": 21888, "output_tokens": 129}, "stderr_preview": "2026-05-04T08:56:41.747339Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:56:44.308680Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=education, measure_col=pdays.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "education", + "measure_col": "pdays", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3768a11e91d689e95787b647e1f9a1cf78946829 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-cab8-7f02-a038-c7451e30cb9b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"education\\\", AVG(CAST(\\\"pdays\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"education\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"education\\\", measure_col=\\\"pdays\\\", and SQLite-compatible casting because \\\"pdays\\\" is stored as TEXT in the schema snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22643,"cached_input_tokens":21888,"output_tokens":125}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3aadf1ad186801598f09c214fcde0f875039e927 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"education\", AVG(CAST(\"pdays\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"education\"\nHAVING COUNT(*) > 5\nORDER BY \"education\";","notes":"Used the provided Support-Guarded Group Average template with group_col=\"education\", measure_col=\"pdays\", and SQLite-compatible casting because \"pdays\" is stored as TEXT in the schema snapshot."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..487689754f765637f1948f9e035b5ca93b4f4a34 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:00.054243Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:02.730880Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:10.062941Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8d643310634790591966ed49d5f6e70dc859ea8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=education, measure_col=pdays. +Result preview: [{"education": "primary", "avg_measure": 36.08173989198657, "support": 6851}, {"education": "secondary", "avg_measure": 42.35350400827515, "support": 23202}, {"education": "tertiary", "avg_measure": 39.0241335237952, "support": 13301}, {"education": "unknown", "avg_measure": 36.8562197092084, "support": 1857}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..01eb97c16287dee6ecd8b989255393b1e1f84ebe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_f4620b5a5fad64d7 +-- problem_id: v2p_m8_b31dbb50b7d615d7 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", AVG(CAST("pdays" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "education" +HAVING COUNT(*) > 5 +ORDER BY "education"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e862da5481b9a89a46c67c0a45104144561b8d65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"education\", AVG(CAST(\"pdays\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"education\"\nHAVING COUNT(*) > 5\nORDER BY \"education\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"education\\\", AVG(CAST(\\\"pdays\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"education\\\";\", \"columns\": [\"education\", \"avg_measure\", \"support\"], \"rows\": [{\"education\": \"primary\", \"avg_measure\": 36.08173989198657, \"support\": 6851}, {\"education\": \"secondary\", \"avg_measure\": 42.35350400827515, \"support\": 23202}, {\"education\": \"tertiary\", \"avg_measure\": 39.0241335237952, \"support\": 13301}, {\"education\": \"unknown\", \"avg_measure\": 36.8562197092084, \"support\": 1857}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 41.07}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d4250123ff00d3525eca7ea9517527fe798165b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:17:59.843229+00:00", + "ended_at": "2026-05-04T08:18:10.921556+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f4620b5a5fad64d7", + "problem_id": "v2p_m8_b31dbb50b7d615d7", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=education, measure_col=pdays.", + "bindings": { + "group_col": "education", + "measure_col": "pdays", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=33" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_f4620b5a5fad64d7.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f4620b5a5fad64d7", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 125, + "total_tokens": 22768, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10992.79, + "sql_execution_elapsed_ms_total": 41.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_f4620b5a5fad64d7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ec412f7b10bd290edf29c6e5d831cd08aa87892 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:10.871407+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10992.79, "started_at": "2026-05-04T08:17:59.853006+00:00", "ended_at": "2026-05-04T08:18:10.845881+00:00", "prompt_metrics": {"chars": 9100, "bytes_utf8": 9100, "lines": 300, "estimated_tokens": 2554}, "response_metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22643, "cached_input_tokens": 21888, "output_tokens": 125}, "stderr_preview": "2026-05-04T08:18:00.054243Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:02.730880Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"education\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"education\\\", measure_col=\\\"pdays\\\", and SQLite-compatible casting because \\\"pdays\\\" is stored as TEXT in the schema snapshot.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..839fab91ff85e95a7cca910bf04c9c070dd08a6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f4620b5a5fad64d7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f4620b5a5fad64d7", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 125, + "total_tokens": 22768, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10992.79, + "sql_execution_elapsed_ms_total": 41.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_f4620b5a5fad64d7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e4c419a0740f78fef730e8fcca8c8d430a0f2041 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9360, "bytes_utf8": 9360, "lines": 302, "estimated_tokens": 2627}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 561, "bytes_utf8": 561, "lines": 1, "estimated_tokens": 149}, "usage": {"input_tokens": 22718, "cached_input_tokens": 19840, "output_tokens": 192}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..177b849e40c0b9f98f160815b8660c69e36c763d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f466dab3d7d8f3eb", + "api_calls": 0, + "input_tokens": 22718, + "cached_input_tokens": 19840, + "output_tokens": 192, + "total_tokens": 22910, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2627, + "estimated_output_tokens": 149, + "estimated_total_tokens": 2776, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13165.14, + "sql_execution_elapsed_ms_total": 77.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_f466dab3d7d8f3eb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9e3e6feba32c4a5b4e717b9408aa585e88ae2c5d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:28:12.696158+00:00", + "ended_at": "2026-05-04T08:28:25.861340+00:00", + "elapsed_ms": 13165.14, + "prompt_metrics": { + "chars": 9360, + "bytes_utf8": 9360, + "lines": 302, + "estimated_tokens": 2627 + }, + "stdout_metrics": { + "chars": 915, + "bytes_utf8": 915, + "lines": 4, + "estimated_tokens": 274 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13220 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 561, + "bytes_utf8": 561, + "lines": 1, + "estimated_tokens": 149 + }, + "usage": { + "input_tokens": 22718, + "cached_input_tokens": 19840, + "output_tokens": 192 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7ebe2eb1dfefc902a4948190e739ef4379ba106 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=previous, measure_col=day.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "previous", + "measure_col": "day", + "item_col": "duration", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f41d34d71f66bd46ad9c4b58a0ffc00e1bd034d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-24b1-7432-ab26-fc3cc9b68ffb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"previous\\\", \\\"duration\\\",\\n SUM(CAST(\\\"day\\\" AS NUMERIC)) AS total_measure,\\n SUM(CAST(\\\"day\\\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\\\"day\\\" AS NUMERIC))) OVER (PARTITION BY \\\"previous\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\", \\\"duration\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided template with bound roles group_col=\\\"previous\\\", item_col=\\\"duration\\\", and measure_col=\\\"day\\\". Cast \\\"day\\\" to NUMERIC because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22718,"cached_input_tokens":19840,"output_tokens":192}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd36fd3e99cae66d0512edff6d91df917c1c21b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"previous\", \"duration\",\n SUM(CAST(\"day\" AS NUMERIC)) AS total_measure,\n SUM(CAST(\"day\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\"day\" AS NUMERIC))) OVER (PARTITION BY \"previous\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"previous\", \"duration\"\nORDER BY share_within_group DESC;","notes":"Used the provided template with bound roles group_col=\"previous\", item_col=\"duration\", and measure_col=\"day\". Cast \"day\" to NUMERIC because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d03fdc3ced5ec28ccb230077ff5c53b48ad8d8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:28:12.941348Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:28:15.535289Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:28:25.047727Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f91dce0766fe5c2d3d506a5dca2d1e5bda278af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=previous, measure_col=day. +Result preview: [{"previous": "275", "duration": "349", "total_measure": 2, "share_within_group": 100.0}, {"previous": "32", "duration": "35", "total_measure": 18, "share_within_group": 100.0}, {"previous": "35", "duration": "361", "total_measure": 9, "share_within_group": 100.0}, {"previous": "40", "duration": "502", "total_measure": 11, "share_within_group": 100.0}, {"previous": "41", "duration": "23", "total_measure": 16, "share_within_group": 100.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dcd538a0f651f05d0f5b8776d0053ee49ed560a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_f466dab3d7d8f3eb +-- problem_id: v2p_m8_92d379932fe108b3 +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", "duration", + SUM(CAST("day" AS NUMERIC)) AS total_measure, + SUM(CAST("day" AS NUMERIC)) * 100.0 / SUM(SUM(CAST("day" AS NUMERIC))) OVER (PARTITION BY "previous") AS share_within_group +FROM "m8" +GROUP BY "previous", "duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b6a677d5c4251cb10b01c5ba142429d971d7045 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"previous\", \"duration\",\n SUM(CAST(\"day\" AS NUMERIC)) AS total_measure,\n SUM(CAST(\"day\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\"day\" AS NUMERIC))) OVER (PARTITION BY \"previous\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"previous\", \"duration\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"previous\\\", \\\"duration\\\",\\n SUM(CAST(\\\"day\\\" AS NUMERIC)) AS total_measure,\\n SUM(CAST(\\\"day\\\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\\\"day\\\" AS NUMERIC))) OVER (PARTITION BY \\\"previous\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\", \\\"duration\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"previous\", \"duration\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"previous\": \"275\", \"duration\": \"349\", \"total_measure\": 2, \"share_within_group\": 100.0}, {\"previous\": \"32\", \"duration\": \"35\", \"total_measure\": 18, \"share_within_group\": 100.0}, {\"previous\": \"35\", \"duration\": \"361\", \"total_measure\": 9, \"share_within_group\": 100.0}, {\"previous\": \"40\", \"duration\": \"502\", \"total_measure\": 11, \"share_within_group\": 100.0}, {\"previous\": \"41\", \"duration\": \"23\", \"total_measure\": 16, \"share_within_group\": 100.0}, {\"previous\": \"51\", \"duration\": \"68\", \"total_measure\": 30, \"share_within_group\": 100.0}, {\"previous\": \"55\", \"duration\": \"386\", \"total_measure\": 6, \"share_within_group\": 100.0}, {\"previous\": \"58\", \"duration\": \"523\", \"total_measure\": 15, \"share_within_group\": 100.0}, {\"previous\": \"37\", \"duration\": \"16\", \"total_measure\": 20, \"share_within_group\": 83.33333333333333}, {\"previous\": \"26\", \"duration\": \"20\", \"total_measure\": 20, \"share_within_group\": 80.0}, {\"previous\": \"38\", \"duration\": \"57\", \"total_measure\": 29, \"share_within_group\": 67.44186046511628}, {\"previous\": \"30\", \"duration\": \"136\", \"total_measure\": 24, \"share_within_group\": 55.81395348837209}, {\"previous\": \"28\", \"duration\": \"174\", \"total_measure\": 22, \"share_within_group\": 55.0}, {\"previous\": \"29\", \"duration\": \"157\", \"total_measure\": 29, \"share_within_group\": 48.333333333333336}, {\"previous\": \"28\", \"duration\": \"16\", \"total_measure\": 18, \"share_within_group\": 45.0}, {\"previous\": \"27\", \"duration\": \"305\", \"total_measure\": 29, \"share_within_group\": 38.666666666666664}, {\"previous\": \"25\", \"duration\": \"267\", \"total_measure\": 29, \"share_within_group\": 38.1578947368421}, {\"previous\": \"21\", \"duration\": \"15\", \"total_measure\": 20, \"share_within_group\": 37.735849056603776}, {\"previous\": \"23\", \"duration\": \"261\", \"total_measure\": 29, \"share_within_group\": 37.66233766233766}, {\"previous\": \"24\", \"duration\": \"489\", \"total_measure\": 29, \"share_within_group\": 37.17948717948718}, {\"previous\": \"38\", \"duration\": \"11\", \"total_measure\": 14, \"share_within_group\": 32.55813953488372}, {\"previous\": \"21\", \"duration\": \"204\", \"total_measure\": 17, \"share_within_group\": 32.075471698113205}, {\"previous\": \"18\", \"duration\": \"503\", \"total_measure\": 29, \"share_within_group\": 29.591836734693878}, {\"previous\": \"27\", \"duration\": \"328\", \"total_measure\": 21, \"share_within_group\": 28.0}, {\"previous\": \"30\", \"duration\": \"7\", \"total_measure\": 12, \"share_within_group\": 27.906976744186046}, {\"previous\": \"25\", \"duration\": \"85\", \"total_measure\": 21, \"share_within_group\": 27.63157894736842}, {\"previous\": \"21\", \"duration\": \"304\", \"total_measure\": 14, \"share_within_group\": 26.41509433962264}, {\"previous\": \"29\", \"duration\": \"21\", \"total_measure\": 15, \"share_within_group\": 25.0}, {\"previous\": \"22\", \"duration\": \"114\", \"total_measure\": 18, \"share_within_group\": 23.68421052631579}, {\"previous\": \"25\", \"duration\": \"7\", \"total_measure\": 18, \"share_within_group\": 23.68421052631579}, {\"previous\": \"20\", \"duration\": \"169\", \"total_measure\": 21, \"share_within_group\": 23.333333333333332}, {\"previous\": \"24\", \"duration\": \"421\", \"total_measure\": 17, \"share_within_group\": 21.794871794871796}, {\"previous\": \"20\", \"duration\": \"233\", \"total_measure\": 19, \"share_within_group\": 21.11111111111111}, {\"previous\": \"18\", \"duration\": \"13\", \"total_measure\": 20, \"share_within_group\": 20.408163265306122}, {\"previous\": \"26\", \"duration\": \"179\", \"total_measure\": 5, \"share_within_group\": 20.0}, {\"previous\": \"24\", \"duration\": \"63\", \"total_measure\": 15, \"share_within_group\": 19.23076923076923}, {\"previous\": \"20\", \"duration\": \"405\", \"total_measure\": 17, \"share_within_group\": 18.88888888888889}, {\"previous\": \"27\", \"duration\": \"10\", \"total_measure\": 14, \"share_within_group\": 18.666666666666668}, {\"previous\": \"29\", \"duration\": \"221\", \"total_measure\": 11, \"share_within_group\": 18.333333333333332}, {\"previous\": \"23\", \"duration\": \"173\", \"total_measure\": 14, \"share_within_group\": 18.181818181818183}, {\"previous\": \"19\", \"duration\": \"9\", \"total_measure\": 29, \"share_within_group\": 18.012422360248447}, {\"previous\": \"18\", \"duration\": \"124\", \"total_measure\": 17, \"share_within_group\": 17.346938775510203}, {\"previous\": \"22\", \"duration\": \"14\", \"total_measure\": 13, \"share_within_group\": 17.105263157894736}, {\"previous\": \"22\", \"duration\": \"66\", \"total_measure\": 13, \"share_within_group\": 17.105263157894736}, {\"previous\": \"22\", \"duration\": \"98\", \"total_measure\": 13, \"share_within_group\": 17.105263157894736}, {\"previous\": \"23\", \"duration\": \"14\", \"total_measure\": 13, \"share_within_group\": 16.883116883116884}, {\"previous\": \"24\", \"duration\": \"363\", \"total_measure\": 13, \"share_within_group\": 16.666666666666668}, {\"previous\": \"37\", \"duration\": \"157\", \"total_measure\": 4, \"share_within_group\": 16.666666666666668}, {\"previous\": \"30\", \"duration\": \"1135\", \"total_measure\": 7, \"share_within_group\": 16.27906976744186}, {\"previous\": \"22\", \"duration\": \"637\", \"total_measure\": 12, \"share_within_group\": 15.789473684210526}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 77.19}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..83dfe7f32a0ea8428ca065e19ce2d9fb9bf9a352 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:28:12.686407+00:00", + "ended_at": "2026-05-04T08:28:25.965223+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f466dab3d7d8f3eb", + "problem_id": "v2p_m8_92d379932fe108b3", + "dataset_id": "m8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=previous, measure_col=day.", + "bindings": { + "group_col": "previous", + "measure_col": "day", + "item_col": "duration", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_f466dab3d7d8f3eb.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f466dab3d7d8f3eb", + "api_calls": 0, + "input_tokens": 22718, + "cached_input_tokens": 19840, + "output_tokens": 192, + "total_tokens": 22910, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2627, + "estimated_output_tokens": 149, + "estimated_total_tokens": 2776, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13165.14, + "sql_execution_elapsed_ms_total": 77.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_f466dab3d7d8f3eb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99ebeb629698465b1054ef7d7d36d247feadec45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f466dab3d7d8f3eb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:28:25.878968+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13165.14, "started_at": "2026-05-04T08:28:12.696158+00:00", "ended_at": "2026-05-04T08:28:25.861340+00:00", "prompt_metrics": {"chars": 9360, "bytes_utf8": 9360, "lines": 302, "estimated_tokens": 2627}, "response_metrics": {"chars": 561, "bytes_utf8": 561, "lines": 1, "estimated_tokens": 149}, "usage": {"input_tokens": 22718, "cached_input_tokens": 19840, "output_tokens": 192}, "stderr_preview": "2026-05-04T08:28:12.941348Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:28:15.535289Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=age, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "age", + "measure_col": "age", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc7a6246c93e19db1d2854c467cc11aac707a42d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22c-df70-74b2-8fbf-e497c0442ebe"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT \\\"age\\\",\\n CAST(\\\"age\\\" AS REAL) AS percentile_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nORDER BY percentile_measure DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are \\\"age\\\", every row within each group has the same measure value, so the 0.9 percentile for each age group is exactly that age value. CAST is used because the column is stored as TEXT in the schema snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":21888,"output_tokens":237}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59a0b8980c899071c3920bb57a5accc9d9f57b77 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT \"age\",\n CAST(\"age\" AS REAL) AS percentile_measure\nFROM \"m8\"\nGROUP BY \"age\"\nORDER BY percentile_measure DESC;","notes":"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are \"age\", every row within each group has the same measure value, so the 0.9 percentile for each age group is exactly that age value. CAST is used because the column is stored as TEXT in the schema snapshot."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed32d918aaee96a6a54b9596251a114d0bd5f4fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:48:40.386450Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:48:42.919682Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:49:02.903646Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c2cf7d9e24ef7a9d42d6cc3f860dbd91ef1be78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=age, measure_col=age. +Result preview: [{"age": "95", "percentile_measure": 95.0}, {"age": "94", "percentile_measure": 94.0}, {"age": "93", "percentile_measure": 93.0}, {"age": "92", "percentile_measure": 92.0}, {"age": "90", "percentile_measure": 90.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1d8626ed4a6b109016fe7ba659343465e146647 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_f5701a688c18843e +-- problem_id: v2p_m8_eeda89e31e230114 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", + CAST("age" AS REAL) AS percentile_measure +FROM "m8" +GROUP BY "age" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c4e1cfae2f1c0050f1b9bb56aaaaf567728b65b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nSELECT \"age\",\n CAST(\"age\" AS REAL) AS percentile_measure\nFROM \"m8\"\nGROUP BY \"age\"\nORDER BY percentile_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nSELECT \\\"age\\\",\\n CAST(\\\"age\\\" AS REAL) AS percentile_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nORDER BY percentile_measure DESC;\", \"columns\": [\"age\", \"percentile_measure\"], \"rows\": [{\"age\": \"95\", \"percentile_measure\": 95.0}, {\"age\": \"94\", \"percentile_measure\": 94.0}, {\"age\": \"93\", \"percentile_measure\": 93.0}, {\"age\": \"92\", \"percentile_measure\": 92.0}, {\"age\": \"90\", \"percentile_measure\": 90.0}, {\"age\": \"89\", \"percentile_measure\": 89.0}, {\"age\": \"88\", \"percentile_measure\": 88.0}, {\"age\": \"87\", \"percentile_measure\": 87.0}, {\"age\": \"86\", \"percentile_measure\": 86.0}, {\"age\": \"85\", \"percentile_measure\": 85.0}, {\"age\": \"84\", \"percentile_measure\": 84.0}, {\"age\": \"83\", \"percentile_measure\": 83.0}, {\"age\": \"82\", \"percentile_measure\": 82.0}, {\"age\": \"81\", \"percentile_measure\": 81.0}, {\"age\": \"80\", \"percentile_measure\": 80.0}, {\"age\": \"79\", \"percentile_measure\": 79.0}, {\"age\": \"78\", \"percentile_measure\": 78.0}, {\"age\": \"77\", \"percentile_measure\": 77.0}, {\"age\": \"76\", \"percentile_measure\": 76.0}, {\"age\": \"75\", \"percentile_measure\": 75.0}, {\"age\": \"74\", \"percentile_measure\": 74.0}, {\"age\": \"73\", \"percentile_measure\": 73.0}, {\"age\": \"72\", \"percentile_measure\": 72.0}, {\"age\": \"71\", \"percentile_measure\": 71.0}, {\"age\": \"70\", \"percentile_measure\": 70.0}, {\"age\": \"69\", \"percentile_measure\": 69.0}, {\"age\": \"68\", \"percentile_measure\": 68.0}, {\"age\": \"67\", \"percentile_measure\": 67.0}, {\"age\": \"66\", \"percentile_measure\": 66.0}, {\"age\": \"65\", \"percentile_measure\": 65.0}, {\"age\": \"64\", \"percentile_measure\": 64.0}, {\"age\": \"63\", \"percentile_measure\": 63.0}, {\"age\": \"62\", \"percentile_measure\": 62.0}, {\"age\": \"61\", \"percentile_measure\": 61.0}, {\"age\": \"60\", \"percentile_measure\": 60.0}, {\"age\": \"59\", \"percentile_measure\": 59.0}, {\"age\": \"58\", \"percentile_measure\": 58.0}, {\"age\": \"57\", \"percentile_measure\": 57.0}, {\"age\": \"56\", \"percentile_measure\": 56.0}, {\"age\": \"55\", \"percentile_measure\": 55.0}, {\"age\": \"54\", \"percentile_measure\": 54.0}, {\"age\": \"53\", \"percentile_measure\": 53.0}, {\"age\": \"52\", \"percentile_measure\": 52.0}, {\"age\": \"51\", \"percentile_measure\": 51.0}, {\"age\": \"50\", \"percentile_measure\": 50.0}, {\"age\": \"49\", \"percentile_measure\": 49.0}, {\"age\": \"48\", \"percentile_measure\": 48.0}, {\"age\": \"47\", \"percentile_measure\": 47.0}, {\"age\": \"46\", \"percentile_measure\": 46.0}, {\"age\": \"45\", \"percentile_measure\": 45.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 25.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6cf56b4b7d03e0e017a26fe15a60289ee8aba462 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:48:40.124956+00:00", + "ended_at": "2026-05-04T08:49:03.950021+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f5701a688c18843e", + "problem_id": "v2p_m8_eeda89e31e230114", + "dataset_id": "m8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=age, measure_col=age.", + "bindings": { + "group_col": "age", + "measure_col": "age", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=105" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_f5701a688c18843e.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f5701a688c18843e", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 237, + "total_tokens": 22875, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23763.26, + "sql_execution_elapsed_ms_total": 25.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_f5701a688c18843e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..745604f51d815489a02bf41053b9414dbbba8e82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5701a688c18843e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:49:03.915050+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23763.26, "started_at": "2026-05-04T08:48:40.132407+00:00", "ended_at": "2026-05-04T08:49:03.895971+00:00", "prompt_metrics": {"chars": 9117, "bytes_utf8": 9117, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 490, "bytes_utf8": 490, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 237}, "stderr_preview": "2026-05-04T08:48:40.386450Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:48:42.919682Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=default.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "marital", + "group_col_2": "default", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b3021c2ee631f1d322386c52eef054907fdf76e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df232-fc9e-76e0-b9b7-a5e6dff88ba6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"default\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"default\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"default\\\"\\nLIMIT 13;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with bound roles group_col=\\\"marital\\\" and group_col_2=\\\"default\\\" on the single table \\\"m8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22678,"cached_input_tokens":21888,"output_tokens":144}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ea91ed9707aea5e716b8e1de3b988b9f099c52c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"default\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"default\"\nORDER BY support ASC, \"marital\", \"default\"\nLIMIT 13;","notes":"Used the provided Pairwise Sparse Slice Count template with bound roles group_col=\"marital\" and group_col_2=\"default\" on the single table \"m8\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23ce0c10a48097735a859d133f96daedcca64e7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:55:21.057256Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:55:23.400501Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:55:30.977728Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9927273cf296f29327017fc3f45492d8c40fcda5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=default. +Result preview: [{"marital": "divorced", "default": "yes", "support": 128}, {"marital": "single", "default": "yes", "support": 239}, {"marital": "married", "default": "yes", "support": 448}, {"marital": "divorced", "default": "no", "support": 5079}, {"marital": "single", "default": "no", "support": 12551}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8fd8827d6bd25404455512cc142b1a9d8ff5b8cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m8_f5a8f9e7ff007d76 +-- problem_id: v2p_m8_3e1f5184ee720463 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "default", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "default" +ORDER BY support ASC, "marital", "default" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8cb81ffbfc977b0bdb0ddbc25e38cc5e41bb924e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"default\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"default\"\nORDER BY support ASC, \"marital\", \"default\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"default\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"default\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"default\\\"\\nLIMIT 13;\", \"columns\": [\"marital\", \"default\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"default\": \"yes\", \"support\": 128}, {\"marital\": \"single\", \"default\": \"yes\", \"support\": 239}, {\"marital\": \"married\", \"default\": \"yes\", \"support\": 448}, {\"marital\": \"divorced\", \"default\": \"no\", \"support\": 5079}, {\"marital\": \"single\", \"default\": \"no\", \"support\": 12551}, {\"marital\": \"married\", \"default\": \"no\", \"support\": 26766}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 48.66}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5335f14bd3362c97e0c455bbf4f376c6d7cc6f29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:55:20.807564+00:00", + "ended_at": "2026-05-04T08:55:31.786806+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f5a8f9e7ff007d76", + "problem_id": "v2p_m8_3e1f5184ee720463", + "dataset_id": "m8", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=default.", + "bindings": { + "group_col": "marital", + "group_col_2": "default", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=133" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_f5a8f9e7ff007d76.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f5a8f9e7ff007d76", + "api_calls": 0, + "input_tokens": 22678, + "cached_input_tokens": 21888, + "output_tokens": 144, + "total_tokens": 22822, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2589, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2696, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10890.69, + "sql_execution_elapsed_ms_total": 48.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_f5a8f9e7ff007d76\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d24c1c9f787a19b0968342870a30617d18fa0339 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:55:31.729439+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10890.69, "started_at": "2026-05-04T08:55:20.815011+00:00", "ended_at": "2026-05-04T08:55:31.699269+00:00", "prompt_metrics": {"chars": 9125, "bytes_utf8": 9125, "lines": 300, "estimated_tokens": 2589}, "response_metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22678, "cached_input_tokens": 21888, "output_tokens": 144}, "stderr_preview": "2026-05-04T08:55:21.057256Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:55:23.400501Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=marital, group_col_2=poutcome, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "marital", + "group_col_2": "poutcome", + "target_col": "y", + "target_value": "yes", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad280cd2e19268c09306abe77e7cf0d734ad108e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-b7a6-74d0-84bb-26ada3a6338c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"marital\\\", \\\"poutcome\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"poutcome\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Filled the provided Two-Axis Target Rate Surface template with group_col=\\\"marital\\\", group_col_2=\\\"poutcome\\\", target_col=\\\"y\\\", and target_value='yes'. Used only the single table and quoted identifiers for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22705,"cached_input_tokens":21888,"output_tokens":147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a274701d67b918c4d8d082db05af7e739aa15cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"marital\", \"poutcome\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m8\"\nGROUP BY \"marital\", \"poutcome\"\nORDER BY \"target_rate\" DESC;","notes":"Filled the provided Two-Axis Target Rate Surface template with group_col=\"marital\", group_col_2=\"poutcome\", target_col=\"y\", and target_value='yes'. Used only the single table and quoted identifiers for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd864e373c733f90a717e5cc3d38aaa2c359822f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:00.702729Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:03.187403Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:11.810169Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad3b902be9b829e23ede2009f7bd9a1632ecd576 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=marital, group_col_2=poutcome, target_col=y. +Result preview: [{"marital": "married", "poutcome": "success", "target_rate": 0.6543062200956937}, {"marital": "single", "poutcome": "success", "target_rate": 0.6462715105162524}, {"marital": "divorced", "poutcome": "success", "target_rate": 0.6118421052631579}, {"marital": "single", "poutcome": "other", "target_rate": 0.18253968253968253}, {"marital": "divorced", "poutcome": "other", "target_rate": 0.16143497757847533}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3316c85f1e87b9deeb2951b1847b7f2692c7fdb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_f604ba6257a41a07 +-- problem_id: v2p_m8_aa9b8a32e087f2f3 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", "poutcome", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m8" +GROUP BY "marital", "poutcome" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..821415a357c33cd4e21ecac4bffacf0301fc4f6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"marital\", \"poutcome\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m8\"\nGROUP BY \"marital\", \"poutcome\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"marital\\\", \\\"poutcome\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"poutcome\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"marital\", \"poutcome\", \"target_rate\"], \"rows\": [{\"marital\": \"married\", \"poutcome\": \"success\", \"target_rate\": 0.6543062200956937}, {\"marital\": \"single\", \"poutcome\": \"success\", \"target_rate\": 0.6462715105162524}, {\"marital\": \"divorced\", \"poutcome\": \"success\", \"target_rate\": 0.6118421052631579}, {\"marital\": \"single\", \"poutcome\": \"other\", \"target_rate\": 0.18253968253968253}, {\"marital\": \"divorced\", \"poutcome\": \"other\", \"target_rate\": 0.16143497757847533}, {\"marital\": \"married\", \"poutcome\": \"other\", \"target_rate\": 0.1580547112462006}, {\"marital\": \"single\", \"poutcome\": \"failure\", \"target_rate\": 0.15217391304347827}, {\"marital\": \"single\", \"poutcome\": \"unknown\", \"target_rate\": 0.12163353246498874}, {\"marital\": \"married\", \"poutcome\": \"failure\", \"target_rate\": 0.11853374443302502}, {\"marital\": \"divorced\", \"poutcome\": \"unknown\", \"target_rate\": 0.10243217960710944}, {\"marital\": \"divorced\", \"poutcome\": \"failure\", \"target_rate\": 0.09892086330935251}, {\"marital\": \"married\", \"poutcome\": \"unknown\", \"target_rate\": 0.07591669633321467}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 48.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..438c2f7d01001aafdde490deb1f87db8ed53a9f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:19:00.505529+00:00", + "ended_at": "2026-05-04T08:19:12.523188+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f604ba6257a41a07", + "problem_id": "v2p_m8_aa9b8a32e087f2f3", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=marital, group_col_2=poutcome, target_col=y.", + "bindings": { + "group_col": "marital", + "group_col_2": "poutcome", + "target_col": "y", + "target_value": "yes", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_f604ba6257a41a07.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f604ba6257a41a07", + "api_calls": 0, + "input_tokens": 22705, + "cached_input_tokens": 21888, + "output_tokens": 147, + "total_tokens": 22852, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2614, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2745, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11934.48, + "sql_execution_elapsed_ms_total": 48.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_f604ba6257a41a07\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cfb2e26c6119b39f30a9628b3a049c8cb1cb1c46 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f604ba6257a41a07/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:12.466358+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11934.48, "started_at": "2026-05-04T08:19:00.514037+00:00", "ended_at": "2026-05-04T08:19:12.448107+00:00", "prompt_metrics": {"chars": 9247, "bytes_utf8": 9247, "lines": 303, "estimated_tokens": 2614}, "response_metrics": {"chars": 482, "bytes_utf8": 482, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22705, "cached_input_tokens": 21888, "output_tokens": 147}, "stderr_preview": "2026-05-04T08:19:00.702729Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:03.187403Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f6212c62e8a5b37b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f6212c62e8a5b37b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9cf2baec465eff193a7dba3246537d8a2e47c31b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f6212c62e8a5b37b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m8_f6212c62e8a5b37b\n-- problem_id: v2p_m8_f947b6a79cef21ab\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"day\",\n COUNT(*) AS support,\n AVG(\"duration\") AS avg_response\nFROM \"m8\"\nGROUP BY \"day\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m8_f6212c62e8a5b37b\\n-- problem_id: v2p_m8_f947b6a79cef21ab\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"day\\\",\\n COUNT(*) AS support,\\n AVG(\\\"duration\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"day\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"day\", \"support\", \"avg_response\"], \"rows\": [{\"day\": \"20\", \"support\": 2752, \"avg_response\": 233.7485465116279}, {\"day\": \"18\", \"support\": 2308, \"avg_response\": 243.13648180242635}, {\"day\": \"21\", \"support\": 2026, \"avg_response\": 260.70483711747283}, {\"day\": \"17\", \"support\": 1939, \"avg_response\": 275.6766374419804}, {\"day\": \"6\", \"support\": 1932, \"avg_response\": 261.29813664596276}, {\"day\": \"5\", \"support\": 1910, \"avg_response\": 270.0303664921466}, {\"day\": \"14\", \"support\": 1848, \"avg_response\": 265.8262987012987}, {\"day\": \"8\", \"support\": 1842, \"avg_response\": 253.84364820846906}, {\"day\": \"28\", \"support\": 1830, \"avg_response\": 225.71475409836066}, {\"day\": \"7\", \"support\": 1817, \"avg_response\": 270.16345624656026}, {\"day\": \"19\", \"support\": 1757, \"avg_response\": 262.54923164484916}, {\"day\": \"29\", \"support\": 1745, \"avg_response\": 242.13065902578796}, {\"day\": \"15\", \"support\": 1703, \"avg_response\": 274.2877275396359}, {\"day\": \"12\", \"support\": 1603, \"avg_response\": 268.12227074235807}, {\"day\": \"13\", \"support\": 1585, \"avg_response\": 274.8006309148265}, {\"day\": \"30\", \"support\": 1566, \"avg_response\": 276.92911877394636}, {\"day\": \"9\", \"support\": 1561, \"avg_response\": 249.1467008327995}, {\"day\": \"11\", \"support\": 1479, \"avg_response\": 255.79716024340772}, {\"day\": \"4\", \"support\": 1445, \"avg_response\": 261.32387543252594}, {\"day\": \"16\", \"support\": 1415, \"avg_response\": 296.43745583038867}, {\"day\": \"2\", \"support\": 1293, \"avg_response\": 248.63959783449343}, {\"day\": \"27\", \"support\": 1121, \"avg_response\": 227.14808206958074}, {\"day\": \"3\", \"support\": 1079, \"avg_response\": 273.90361445783134}, {\"day\": \"26\", \"support\": 1035, \"avg_response\": 237.30531400966183}, {\"day\": \"23\", \"support\": 939, \"avg_response\": 272.8871139510117}, {\"day\": \"22\", \"support\": 905, \"avg_response\": 265.2475138121547}, {\"day\": \"25\", \"support\": 840, \"avg_response\": 251.04404761904763}, {\"day\": \"31\", \"support\": 643, \"avg_response\": 181.02954898911352}, {\"day\": \"10\", \"support\": 524, \"avg_response\": 286.26145038167937}, {\"day\": \"24\", \"support\": 447, \"avg_response\": 281.07158836689035}, {\"day\": \"1\", \"support\": 322, \"avg_response\": 281.16149068322983}], \"row_count_returned\": 31, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f6212c62e8a5b37b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f6212c62e8a5b37b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..35a3e63ccf644f65d9adf990e93bbc0c00b375f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f6212c62e8a5b37b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:11.556869+00:00", + "ended_at": "2026-05-04T08:57:11.587675+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f6212c62e8a5b37b", + "problem_id": "v2p_m8_f947b6a79cef21ab", + "dataset_id": "m8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=duration, key_col=day.", + "bindings": { + "key_col": "day", + "measure_col": "duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_f6212c62e8a5b37b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f6212c62e8a5b37b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f6212c62e8a5b37b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f6212c62e8a5b37b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d21436fc118b38894ce93379a337809f0f76dace --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9107, "bytes_utf8": 9107, "lines": 300, "estimated_tokens": 2554}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22643, "cached_input_tokens": 21888, "output_tokens": 158}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fe1d5dffd718d973c76cef897fdd218b8a0ccbe4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f643be0e6d5902ab", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 158, + "total_tokens": 22801, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2669, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11289.11, + "sql_execution_elapsed_ms_total": 24.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_f643be0e6d5902ab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f5c51358f7fdbfb2f5da3e1f05c1d1dedccd87b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:54:33.215023+00:00", + "ended_at": "2026-05-04T08:54:44.504085+00:00", + "elapsed_ms": 11289.11, + "prompt_metrics": { + "chars": 9107, + "bytes_utf8": 9107, + "lines": 300, + "estimated_tokens": 2554 + }, + "stdout_metrics": { + "chars": 754, + "bytes_utf8": 754, + "lines": 4, + "estimated_tokens": 227 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13206 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 420, + "bytes_utf8": 420, + "lines": 1, + "estimated_tokens": 115 + }, + "usage": { + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 158 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af00c5144a3d7936a457f608ebd73da94c5515aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=day, measure_col=day.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "day", + "measure_col": "day", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f28f40c8d152bb0b29d226fadf38b5aaa2fd5bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df232-428c-7af1-849f-c455d0c1d870"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"day\\\", SUM(CAST(\\\"day\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"day\\\"\\nHAVING SUM(CAST(\\\"day\\\" AS NUMERIC)) > 21.0\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"day\\\" and measure_col=\\\"day\\\". Cast \\\"day\\\" to NUMERIC because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22643,"cached_input_tokens":21888,"output_tokens":158}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5f272f6a92b17f8bf3742a0b628396bedd5a7ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"day\", SUM(CAST(\"day\" AS NUMERIC)) AS total_measure\nFROM \"m8\"\nGROUP BY \"day\"\nHAVING SUM(CAST(\"day\" AS NUMERIC)) > 21.0\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"day\" and measure_col=\"day\". Cast \"day\" to NUMERIC because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e859d438dba28ef3fe578f8de2163b211b6a19f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:54:33.433385Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:54:35.834854Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:54:43.674982Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4992b528c399e492511986c4cf40fbb61b0bb2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=day, measure_col=day. +Result preview: [{"day": "20", "total_measure": 55040}, {"day": "28", "total_measure": 51240}, {"day": "29", "total_measure": 50605}, {"day": "30", "total_measure": 46980}, {"day": "21", "total_measure": 42546}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe0e78499018ddc79f37865c4b2cdc83af0e47ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_f643be0e6d5902ab +-- problem_id: v2p_m8_8bc0f8cde33d4229 +-- realization_mode: agent +-- source_kind: agent +SELECT "day", SUM(CAST("day" AS NUMERIC)) AS total_measure +FROM "m8" +GROUP BY "day" +HAVING SUM(CAST("day" AS NUMERIC)) > 21.0 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f63c18c5900200131562e7f1c303da13ee471bf6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"day\", SUM(CAST(\"day\" AS NUMERIC)) AS total_measure\nFROM \"m8\"\nGROUP BY \"day\"\nHAVING SUM(CAST(\"day\" AS NUMERIC)) > 21.0\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"day\\\", SUM(CAST(\\\"day\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m8\\\"\\nGROUP BY \\\"day\\\"\\nHAVING SUM(CAST(\\\"day\\\" AS NUMERIC)) > 21.0\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"day\", \"total_measure\"], \"rows\": [{\"day\": \"20\", \"total_measure\": 55040}, {\"day\": \"28\", \"total_measure\": 51240}, {\"day\": \"29\", \"total_measure\": 50605}, {\"day\": \"30\", \"total_measure\": 46980}, {\"day\": \"21\", \"total_measure\": 42546}, {\"day\": \"18\", \"total_measure\": 41544}, {\"day\": \"19\", \"total_measure\": 33383}, {\"day\": \"17\", \"total_measure\": 32963}, {\"day\": \"27\", \"total_measure\": 30267}, {\"day\": \"26\", \"total_measure\": 26910}, {\"day\": \"14\", \"total_measure\": 25872}, {\"day\": \"15\", \"total_measure\": 25545}, {\"day\": \"16\", \"total_measure\": 22640}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.53}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fb1bd5144fa1dc033d1ee7a5b334b83a004e9dc0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:54:33.207784+00:00", + "ended_at": "2026-05-04T08:54:44.555940+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f643be0e6d5902ab", + "problem_id": "v2p_m8_8bc0f8cde33d4229", + "dataset_id": "m8", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=day, measure_col=day.", + "bindings": { + "group_col": "day", + "measure_col": "day", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=128" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_f643be0e6d5902ab.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f643be0e6d5902ab", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 158, + "total_tokens": 22801, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2669, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11289.11, + "sql_execution_elapsed_ms_total": 24.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_f643be0e6d5902ab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5107212df163efd982c9f9ace10a46d8c7898e9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:54:44.523513+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11289.11, "started_at": "2026-05-04T08:54:33.215023+00:00", "ended_at": "2026-05-04T08:54:44.504085+00:00", "prompt_metrics": {"chars": 9107, "bytes_utf8": 9107, "lines": 300, "estimated_tokens": 2554}, "response_metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22643, "cached_input_tokens": 21888, "output_tokens": 158}, "stderr_preview": "2026-05-04T08:54:33.433385Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:54:35.834854Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 21.0\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"day\\\" and measure_col=\\\"day\\\". Cast \\\"day\\\" to NUMERIC because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a8d19af56e2a065acede5538abf31b15df0bcc61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f643be0e6d5902ab/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f643be0e6d5902ab", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 158, + "total_tokens": 22801, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2669, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11289.11, + "sql_execution_elapsed_ms_total": 24.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_f643be0e6d5902ab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5329e906b787482eac2ef48f05d1d69fc0f67126 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9259, "bytes_utf8": 9259, "lines": 304, "estimated_tokens": 2603}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 525, "bytes_utf8": 525, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22694, "cached_input_tokens": 19840, "output_tokens": 179}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..baba4b4d49e2f998f7e8c291e0aaf226e9eae686 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f704a5875efcacb7", + "api_calls": 0, + "input_tokens": 22694, + "cached_input_tokens": 19840, + "output_tokens": 179, + "total_tokens": 22873, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2603, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2736, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13360.01, + "sql_execution_elapsed_ms_total": 22.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_f704a5875efcacb7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2d1098e843ff565bb7a68ea1ede8048a9b50a5da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:26:44.715658+00:00", + "ended_at": "2026-05-04T08:26:58.075082+00:00", + "elapsed_ms": 13360.01, + "prompt_metrics": { + "chars": 9259, + "bytes_utf8": 9259, + "lines": 304, + "estimated_tokens": 2603 + }, + "stdout_metrics": { + "chars": 878, + "bytes_utf8": 878, + "lines": 4, + "estimated_tokens": 252 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13225 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 525, + "bytes_utf8": 525, + "lines": 1, + "estimated_tokens": 133 + }, + "usage": { + "input_tokens": 22694, + "cached_input_tokens": 19840, + "output_tokens": 179 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f177c79ac1bf57d8c3a52880d5f6fe38568284a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=day.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "housing", + "group_col_2": "day", + "predicate_col": "duration", + "predicate_op": ">=", + "predicate_value": 319.0, + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..42cdceb2ae856316e493ebf59fb6d47dcce5806d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df218-ccee-71f3-a27c-8f509fe41784"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"housing\\\", \\\"day\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"duration\\\" AS REAL) >= 319.0\\nGROUP BY \\\"housing\\\", \\\"day\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the provided filtered two-dimensional group count template with fixed bindings: group_col=\\\"housing\\\", group_col_2=\\\"day\\\", predicate_col=\\\"duration\\\", predicate_op=\\\">=\\\", predicate_value=319.0. Used CAST on \\\"duration\\\" because the schema snapshot shows it is stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22694,"cached_input_tokens":19840,"output_tokens":179}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..323d3a72e02c90b8a24fa37f1e0547bea66f4639 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"housing\", \"day\", COUNT(*) AS \"row_count\"\nFROM \"m8\"\nWHERE CAST(\"duration\" AS REAL) >= 319.0\nGROUP BY \"housing\", \"day\"\nORDER BY \"row_count\" DESC;","notes":"Applied the provided filtered two-dimensional group count template with fixed bindings: group_col=\"housing\", group_col_2=\"day\", predicate_col=\"duration\", predicate_op=\">=\", predicate_value=319.0. Used CAST on \"duration\" because the schema snapshot shows it is stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cc248ee0ee15a4884568a0d80ce4367b5fa6df9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:26:44.923916Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:26:47.355100Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:26:57.327802Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..56af6cf2aeaf43c18ebf16f6c33ceef9cd719407 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=day. +Result preview: [{"housing": "yes", "day": "20", "row_count": 369}, {"housing": "yes", "day": "17", "row_count": 352}, {"housing": "yes", "day": "15", "row_count": 349}, {"housing": "yes", "day": "14", "row_count": 310}, {"housing": "yes", "day": "21", "row_count": 308}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..946e6e815b250e3b9f18c4540d6edfa21cc65eec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m8_f704a5875efcacb7 +-- problem_id: v2p_m8_cc93e5682c11f280 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "day", COUNT(*) AS "row_count" +FROM "m8" +WHERE CAST("duration" AS REAL) >= 319.0 +GROUP BY "housing", "day" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59f60acc60f05b58c0553e93659d0db34feef75b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"housing\", \"day\", COUNT(*) AS \"row_count\"\nFROM \"m8\"\nWHERE CAST(\"duration\" AS REAL) >= 319.0\nGROUP BY \"housing\", \"day\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"housing\\\", \\\"day\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"duration\\\" AS REAL) >= 319.0\\nGROUP BY \\\"housing\\\", \\\"day\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"housing\", \"day\", \"row_count\"], \"rows\": [{\"housing\": \"yes\", \"day\": \"20\", \"row_count\": 369}, {\"housing\": \"yes\", \"day\": \"17\", \"row_count\": 352}, {\"housing\": \"yes\", \"day\": \"15\", \"row_count\": 349}, {\"housing\": \"yes\", \"day\": \"14\", \"row_count\": 310}, {\"housing\": \"yes\", \"day\": \"21\", \"row_count\": 308}, {\"housing\": \"yes\", \"day\": \"18\", \"row_count\": 299}, {\"housing\": \"yes\", \"day\": \"7\", \"row_count\": 293}, {\"housing\": \"yes\", \"day\": \"16\", \"row_count\": 292}, {\"housing\": \"yes\", \"day\": \"6\", \"row_count\": 283}, {\"housing\": \"yes\", \"day\": \"13\", \"row_count\": 282}, {\"housing\": \"yes\", \"day\": \"5\", \"row_count\": 266}, {\"housing\": \"no\", \"day\": \"5\", \"row_count\": 248}, {\"housing\": \"no\", \"day\": \"30\", \"row_count\": 243}, {\"housing\": \"no\", \"day\": \"20\", \"row_count\": 237}, {\"housing\": \"no\", \"day\": \"18\", \"row_count\": 236}, {\"housing\": \"yes\", \"day\": \"8\", \"row_count\": 229}, {\"housing\": \"yes\", \"day\": \"12\", \"row_count\": 227}, {\"housing\": \"yes\", \"day\": \"29\", \"row_count\": 226}, {\"housing\": \"no\", \"day\": \"8\", \"row_count\": 219}, {\"housing\": \"no\", \"day\": \"21\", \"row_count\": 217}, {\"housing\": \"no\", \"day\": \"4\", \"row_count\": 216}, {\"housing\": \"no\", \"day\": \"19\", \"row_count\": 214}, {\"housing\": \"yes\", \"day\": \"19\", \"row_count\": 214}, {\"housing\": \"yes\", \"day\": \"30\", \"row_count\": 203}, {\"housing\": \"no\", \"day\": \"6\", \"row_count\": 199}, {\"housing\": \"no\", \"day\": \"28\", \"row_count\": 196}, {\"housing\": \"no\", \"day\": \"12\", \"row_count\": 193}, {\"housing\": \"no\", \"day\": \"14\", \"row_count\": 193}, {\"housing\": \"no\", \"day\": \"17\", \"row_count\": 193}, {\"housing\": \"no\", \"day\": \"7\", \"row_count\": 183}, {\"housing\": \"yes\", \"day\": \"28\", \"row_count\": 183}, {\"housing\": \"yes\", \"day\": \"9\", \"row_count\": 183}, {\"housing\": \"no\", \"day\": \"9\", \"row_count\": 179}, {\"housing\": \"no\", \"day\": \"29\", \"row_count\": 177}, {\"housing\": \"yes\", \"day\": \"11\", \"row_count\": 177}, {\"housing\": \"no\", \"day\": \"11\", \"row_count\": 174}, {\"housing\": \"yes\", \"day\": \"23\", \"row_count\": 166}, {\"housing\": \"yes\", \"day\": \"2\", \"row_count\": 164}, {\"housing\": \"yes\", \"day\": \"4\", \"row_count\": 163}, {\"housing\": \"yes\", \"day\": \"3\", \"row_count\": 158}, {\"housing\": \"no\", \"day\": \"22\", \"row_count\": 146}, {\"housing\": \"no\", \"day\": \"13\", \"row_count\": 141}, {\"housing\": \"no\", \"day\": \"2\", \"row_count\": 138}, {\"housing\": \"no\", \"day\": \"15\", \"row_count\": 137}, {\"housing\": \"no\", \"day\": \"16\", \"row_count\": 134}, {\"housing\": \"no\", \"day\": \"3\", \"row_count\": 132}, {\"housing\": \"no\", \"day\": \"25\", \"row_count\": 125}, {\"housing\": \"yes\", \"day\": \"27\", \"row_count\": 119}, {\"housing\": \"no\", \"day\": \"26\", \"row_count\": 116}, {\"housing\": \"yes\", \"day\": \"26\", \"row_count\": 104}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 22.3}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..40420ee7dcf2701c020e6c0beaab04ff960a3e29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:26:44.706085+00:00", + "ended_at": "2026-05-04T08:26:58.130488+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f704a5875efcacb7", + "problem_id": "v2p_m8_cc93e5682c11f280", + "dataset_id": "m8", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=day.", + "bindings": { + "group_col": "housing", + "group_col_2": "day", + "predicate_col": "duration", + "predicate_op": ">=", + "predicate_value": 319.0, + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_f704a5875efcacb7.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f704a5875efcacb7", + "api_calls": 0, + "input_tokens": 22694, + "cached_input_tokens": 19840, + "output_tokens": 179, + "total_tokens": 22873, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2603, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2736, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13360.01, + "sql_execution_elapsed_ms_total": 22.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_f704a5875efcacb7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e762b96e056913481ba9312e50df54471620435f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:26:58.093340+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13360.01, "started_at": "2026-05-04T08:26:44.715658+00:00", "ended_at": "2026-05-04T08:26:58.075082+00:00", "prompt_metrics": {"chars": 9259, "bytes_utf8": 9259, "lines": 304, "estimated_tokens": 2603}, "response_metrics": {"chars": 525, "bytes_utf8": 525, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22694, "cached_input_tokens": 19840, "output_tokens": 179}, "stderr_preview": "2026-05-04T08:26:44.923916Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:26:47.355100Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 319.0\\nGROUP BY \\\"housing\\\", \\\"day\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the provided filtered two-dimensional group count template with fixed bindings: group_col=\\\"housing\\\", group_col_2=\\\"day\\\", predicate_col=\\\"duration\\\", predicate_op=\\\">=\\\", predicate_value=319.0. Used CAST on \\\"duration\\\" because the schema snapshot shows it is stored as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..412bb2b090824e078133275600b0ce5baa59825e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f704a5875efcacb7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f704a5875efcacb7", + "api_calls": 0, + "input_tokens": 22694, + "cached_input_tokens": 19840, + "output_tokens": 179, + "total_tokens": 22873, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2603, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2736, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13360.01, + "sql_execution_elapsed_ms_total": 22.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_f704a5875efcacb7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f772a1d2acf37972/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f772a1d2acf37972/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed87b038823164934ddeecc5fea93c4128ea0847 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f772a1d2acf37972/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "no", "support": 44396, "support_share": 0.9819734135497998, "support_rank": 1}, {"value_label": "yes", "support": 815, "support_share": 0.018026586450200173, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f772a1d2acf37972/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f772a1d2acf37972/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6bf82f7f718fbd99c5ab5c9503290a1cbbe014d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f772a1d2acf37972/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_f772a1d2acf37972 +-- problem_id: v2p_m8_50168ff9a75d0cdf +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "default" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "default" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f772a1d2acf37972/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f772a1d2acf37972/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e84354449df51c59e5c58dcc99421821a02defb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f772a1d2acf37972/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: m8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m8_f772a1d2acf37972\n-- problem_id: v2p_m8_50168ff9a75d0cdf\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"default\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"default\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: m8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m8_f772a1d2acf37972\\n-- problem_id: v2p_m8_50168ff9a75d0cdf\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"default\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"default\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"no\", \"support\": 44396, \"support_share\": 0.9819734135497998, \"support_rank\": 1}, {\"value_label\": \"yes\", \"support\": 815, \"support_share\": 0.018026586450200173, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f772a1d2acf37972/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f772a1d2acf37972/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2545233c2066944e98257c817e4081c9136ed39b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f772a1d2acf37972/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:57:10.868787+00:00", + "ended_at": "2026-05-04T08:57:10.895511+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f772a1d2acf37972", + "problem_id": "v2p_m8_50168ff9a75d0cdf", + "dataset_id": "m8", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=default.", + "bindings": { + "group_col": "default" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_f772a1d2acf37972.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f772a1d2acf37972/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f772a1d2acf37972/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f772a1d2acf37972/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e243771893ecd2b6a2426d23be488d38f0035799 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9148, "bytes_utf8": 9148, "lines": 302, "estimated_tokens": 2557}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22646, "cached_input_tokens": 19840, "output_tokens": 118}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b5e11007aef662d57834952408e1d7964e7f5110 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f7a0b7299ca60080", + "api_calls": 0, + "input_tokens": 22646, + "cached_input_tokens": 19840, + "output_tokens": 118, + "total_tokens": 22764, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2557, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2659, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10536.64, + "sql_execution_elapsed_ms_total": 14.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_f7a0b7299ca60080\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fbb824d22cb77a24bfd321aebfd77be00a26dee9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:12:30.460352+00:00", + "ended_at": "2026-05-04T08:12:40.997086+00:00", + "elapsed_ms": 10536.64, + "prompt_metrics": { + "chars": 9148, + "bytes_utf8": 9148, + "lines": 302, + "estimated_tokens": 2557 + }, + "stdout_metrics": { + "chars": 738, + "bytes_utf8": 738, + "lines": 4, + "estimated_tokens": 209 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13209 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 408, + "bytes_utf8": 408, + "lines": 1, + "estimated_tokens": 102 + }, + "usage": { + "input_tokens": 22646, + "cached_input_tokens": 19840, + "output_tokens": 118 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2859079e92e0f66e7bb8bd8eddcd630ed2fa990 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=education.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "education", + "predicate_col": "job", + "predicate_op": "=", + "predicate_value": "technician", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa0fc44426a7b7e4fa118f4356013b5732bdaca9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-c41c-7993-985f-a2ffa8dab19f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"education\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"job\\\" = 'technician'\\nGROUP BY \\\"education\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Filled the provided Filtered Top-k Group Count template with group_col=\\\"education\\\", predicate_col=\\\"job\\\", predicate_value='technician', and top_k=13 using only the single table \\\"m8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22646,"cached_input_tokens":19840,"output_tokens":118}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0305762963478015bfed0ec17185eeacd1b5f651 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"education\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"job\" = 'technician'\nGROUP BY \"education\"\nORDER BY support DESC\nLIMIT 13;","notes":"Filled the provided Filtered Top-k Group Count template with group_col=\"education\", predicate_col=\"job\", predicate_value='technician', and top_k=13 using only the single table \"m8\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18c870437a616a6eb664d124b869f4589333246f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:30.680495Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:33.026365Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:40.217592Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d83e7760dc9270b4c4f444ea3447f51e524306b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=education. +Result preview: [{"education": "secondary", "support": 5229}, {"education": "tertiary", "support": 1968}, {"education": "unknown", "support": 242}, {"education": "primary", "support": 158}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c7e45bcc8b3661311331b8590249dedd7acfc07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_f7a0b7299ca60080 +-- problem_id: v2p_m8_fa34b584612d7583 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", COUNT(*) AS support +FROM "m8" +WHERE "job" = 'technician' +GROUP BY "education" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bdfda711ef745a4cc958125148309d4ffa525d82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"education\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"job\" = 'technician'\nGROUP BY \"education\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"education\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"job\\\" = 'technician'\\nGROUP BY \\\"education\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"education\", \"support\"], \"rows\": [{\"education\": \"secondary\", \"support\": 5229}, {\"education\": \"tertiary\", \"support\": 1968}, {\"education\": \"unknown\", \"support\": 242}, {\"education\": \"primary\", \"support\": 158}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ce7738ac1a54b8ead62e34d8d27624493084a76d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:12:30.449076+00:00", + "ended_at": "2026-05-04T08:12:41.037328+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f7a0b7299ca60080", + "problem_id": "v2p_m8_fa34b584612d7583", + "dataset_id": "m8", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=education.", + "bindings": { + "group_col": "education", + "predicate_col": "job", + "predicate_op": "=", + "predicate_value": "technician", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_f7a0b7299ca60080.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f7a0b7299ca60080", + "api_calls": 0, + "input_tokens": 22646, + "cached_input_tokens": 19840, + "output_tokens": 118, + "total_tokens": 22764, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2557, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2659, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10536.64, + "sql_execution_elapsed_ms_total": 14.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_f7a0b7299ca60080\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3472c73f424250793323e4655eecdafb6e24ba4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7a0b7299ca60080/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:41.014808+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10536.64, "started_at": "2026-05-04T08:12:30.460352+00:00", "ended_at": "2026-05-04T08:12:40.997086+00:00", "prompt_metrics": {"chars": 9148, "bytes_utf8": 9148, "lines": 302, "estimated_tokens": 2557}, "response_metrics": {"chars": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22646, "cached_input_tokens": 19840, "output_tokens": 118}, "stderr_preview": "2026-05-04T08:12:30.680495Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:33.026365Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=previous, measure_col=previous.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "previous", + "measure_col": "previous", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b938b1daf9b6718444815f9eed84eb74689be98 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-b8d7-71c0-b91e-10ed710d8078"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"previous\\\", AVG(CAST(\\\"previous\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"previous\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col and measure_col both bound to \\\"previous\\\". Cast \\\"previous\\\" to REAL for AVG because the schema stores values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22641,"cached_input_tokens":21888,"output_tokens":125}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c47b0825df9fc1acaea112f264464286385e25a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"previous\", AVG(CAST(\"previous\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"previous\"\nHAVING COUNT(*) > 5\nORDER BY \"previous\";","notes":"Used the provided Support-Guarded Group Average template with group_col and measure_col both bound to \"previous\". Cast \"previous\" to REAL for AVG because the schema stores values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7cf936b9aa2e594ef44c37f1cae870600d5ee8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:44.393503Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:46.706552Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:54.278681Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a609ead9a2d6fc2443de38e427868a3f8262c0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=previous, measure_col=previous. +Result preview: [{"previous": "0", "avg_measure": 0.0, "support": 36954}, {"previous": "1", "avg_measure": 1.0, "support": 2772}, {"previous": "10", "avg_measure": 10.0, "support": 67}, {"previous": "11", "avg_measure": 11.0, "support": 65}, {"previous": "12", "avg_measure": 12.0, "support": 44}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f28530bd243ddb49582c82b7f510d0d2d71ae230 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_f7ccc6568fba0642 +-- problem_id: v2p_m8_cc1d762c6967ce1a +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", AVG(CAST("previous" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "previous" +HAVING COUNT(*) > 5 +ORDER BY "previous"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bbb67e68921293827382dbac22bead94777f6450 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"previous\", AVG(CAST(\"previous\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"previous\"\nHAVING COUNT(*) > 5\nORDER BY \"previous\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"previous\\\", AVG(CAST(\\\"previous\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"previous\\\";\", \"columns\": [\"previous\", \"avg_measure\", \"support\"], \"rows\": [{\"previous\": \"0\", \"avg_measure\": 0.0, \"support\": 36954}, {\"previous\": \"1\", \"avg_measure\": 1.0, \"support\": 2772}, {\"previous\": \"10\", \"avg_measure\": 10.0, \"support\": 67}, {\"previous\": \"11\", \"avg_measure\": 11.0, \"support\": 65}, {\"previous\": \"12\", \"avg_measure\": 12.0, \"support\": 44}, {\"previous\": \"13\", \"avg_measure\": 13.0, \"support\": 38}, {\"previous\": \"14\", \"avg_measure\": 14.0, \"support\": 19}, {\"previous\": \"15\", \"avg_measure\": 15.0, \"support\": 20}, {\"previous\": \"16\", \"avg_measure\": 16.0, \"support\": 13}, {\"previous\": \"17\", \"avg_measure\": 17.0, \"support\": 15}, {\"previous\": \"18\", \"avg_measure\": 18.0, \"support\": 6}, {\"previous\": \"19\", \"avg_measure\": 19.0, \"support\": 11}, {\"previous\": \"2\", \"avg_measure\": 2.0, \"support\": 2106}, {\"previous\": \"20\", \"avg_measure\": 20.0, \"support\": 8}, {\"previous\": \"22\", \"avg_measure\": 22.0, \"support\": 6}, {\"previous\": \"23\", \"avg_measure\": 23.0, \"support\": 8}, {\"previous\": \"3\", \"avg_measure\": 3.0, \"support\": 1142}, {\"previous\": \"4\", \"avg_measure\": 4.0, \"support\": 714}, {\"previous\": \"5\", \"avg_measure\": 5.0, \"support\": 459}, {\"previous\": \"6\", \"avg_measure\": 6.0, \"support\": 277}, {\"previous\": \"7\", \"avg_measure\": 7.0, \"support\": 205}, {\"previous\": \"8\", \"avg_measure\": 8.0, \"support\": 129}, {\"previous\": \"9\", \"avg_measure\": 9.0, \"support\": 92}], \"row_count_returned\": 23, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.03}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2dc7f5759c58737e7668a544baa3144fa9fab6bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:15:44.206430+00:00", + "ended_at": "2026-05-04T08:15:55.109641+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f7ccc6568fba0642", + "problem_id": "v2p_m8_cc1d762c6967ce1a", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=previous, measure_col=previous.", + "bindings": { + "group_col": "previous", + "measure_col": "previous", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_f7ccc6568fba0642.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f7ccc6568fba0642", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 125, + "total_tokens": 22766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2661, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10839.16, + "sql_execution_elapsed_ms_total": 30.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_f7ccc6568fba0642\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07a45bce5c59be6ea5095ccb68bdfaa4801c21f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:55.071648+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10839.16, "started_at": "2026-05-04T08:15:44.215131+00:00", "ended_at": "2026-05-04T08:15:55.054427+00:00", "prompt_metrics": {"chars": 9107, "bytes_utf8": 9107, "lines": 300, "estimated_tokens": 2552}, "response_metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22641, "cached_input_tokens": 21888, "output_tokens": 125}, "stderr_preview": "2026-05-04T08:15:44.393503Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:46.706552Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"previous\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col and measure_col both bound to \\\"previous\\\". Cast \\\"previous\\\" to REAL for AVG because the schema stores values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5689b0352aa74470e7d20875dac6331bbc4c393e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_f7ccc6568fba0642/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f7ccc6568fba0642", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 125, + "total_tokens": 22766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2661, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10839.16, + "sql_execution_elapsed_ms_total": 30.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_f7ccc6568fba0642\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ae00d9f522b8a5b19518e3a9c761aa2fcce9661 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9453, "bytes_utf8": 9453, "lines": 305, "estimated_tokens": 2621}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1695, "bytes_utf8": 1695, "lines": 1, "estimated_tokens": 565}, "usage": {"input_tokens": 22712, "cached_input_tokens": 21888, "output_tokens": 688}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d84c8089d7b7c430dd38bd498c4624cde5f03759 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_fa1a865cb2b84953", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 688, + "total_tokens": 23400, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2621, + "estimated_output_tokens": 565, + "estimated_total_tokens": 3186, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22241.72, + "sql_execution_elapsed_ms_total": 16.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_fa1a865cb2b84953\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..31f76fbef1b18e05ec5885f40296bb0daef75ec0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:39:44.828127+00:00", + "ended_at": "2026-05-04T08:40:07.068324+00:00", + "elapsed_ms": 22241.72, + "prompt_metrics": { + "chars": 9453, + "bytes_utf8": 9453, + "lines": 305, + "estimated_tokens": 2621 + }, + "stdout_metrics": { + "chars": 2322, + "bytes_utf8": 2322, + "lines": 4, + "estimated_tokens": 860 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13150 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1695, + "bytes_utf8": 1695, + "lines": 1, + "estimated_tokens": 565 + }, + "usage": { + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 688 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4f081a6be731269b3f94287240e1336cf75abc6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=age, measure_col=previous, condition_col=default.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "age", + "measure_col": "previous", + "condition_col": "default", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da0cc08e9a4a0e319e1fbc1cffd6990bf53eab95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df224-b44c-76a3-8f07-a71175b67c61"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"age\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"default\\\" = 'yes'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"age\\\",\\n \\\"previous_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"age\\\" ORDER BY \\\"previous_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"age\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT DISTINCT\\n \\\"age\\\",\\n \\\"cnt\\\",\\n (0.9 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"p\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"age\\\",\\n \\\"cnt\\\",\\n \\\"p\\\",\\n CAST(\\\"p\\\" AS INT) AS \\\"lo_rn\\\",\\n CASE\\n WHEN \\\"p\\\" > CAST(\\\"p\\\" AS INT) THEN CAST(\\\"p\\\" AS INT) + 1\\n ELSE CAST(\\\"p\\\" AS INT)\\n END AS \\\"hi_rn\\\"\\n FROM \\\"pos\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n b.\\\"age\\\",\\n b.\\\"cnt\\\",\\n b.\\\"p\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN r.\\\"previous_value\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"hi_rn\\\" THEN r.\\\"previous_value\\\" END) AS \\\"hi_val\\\"\\n FROM \\\"bounds\\\" AS b\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"age\\\" = b.\\\"age\\\"\\n GROUP BY b.\\\"age\\\", b.\\\"cnt\\\", b.\\\"p\\\"\\n)\\nSELECT\\n \\\"age\\\",\\n CASE\\n WHEN \\\"cnt\\\" = 1 THEN \\\"lo_val\\\"\\n WHEN \\\"lo_val\\\" = \\\"hi_val\\\" THEN \\\"lo_val\\\"\\n ELSE \\\"lo_val\\\" + ((\\\"p\\\" - CAST(\\\"p\\\" AS INT)) * (\\\"hi_val\\\" - \\\"lo_val\\\"))\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.9 continuous percentile for CAST(\\\"previous\\\" AS REAL) within each \\\"age\\\" group after filtering to rows where \\\"default\\\" = 'yes'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22712,"cached_input_tokens":21888,"output_tokens":688}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3edb81a5d5cca4e1d6a4a405c131c2e17d5d96ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"age\",\n CAST(\"previous\" AS REAL) AS \"previous_value\"\n FROM \"m8\"\n WHERE \"default\" = 'yes'\n),\n\"ranked\" AS (\n SELECT\n \"age\",\n \"previous_value\",\n ROW_NUMBER() OVER (PARTITION BY \"age\" ORDER BY \"previous_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"age\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"pos\" AS (\n SELECT DISTINCT\n \"age\",\n \"cnt\",\n (0.9 * (\"cnt\" - 1) + 1.0) AS \"p\"\n FROM \"ranked\"\n),\n\"bounds\" AS (\n SELECT\n \"age\",\n \"cnt\",\n \"p\",\n CAST(\"p\" AS INT) AS \"lo_rn\",\n CASE\n WHEN \"p\" > CAST(\"p\" AS INT) THEN CAST(\"p\" AS INT) + 1\n ELSE CAST(\"p\" AS INT)\n END AS \"hi_rn\"\n FROM \"pos\"\n),\n\"picked\" AS (\n SELECT\n b.\"age\",\n b.\"cnt\",\n b.\"p\",\n MAX(CASE WHEN r.\"rn\" = b.\"lo_rn\" THEN r.\"previous_value\" END) AS \"lo_val\",\n MAX(CASE WHEN r.\"rn\" = b.\"hi_rn\" THEN r.\"previous_value\" END) AS \"hi_val\"\n FROM \"bounds\" AS b\n JOIN \"ranked\" AS r\n ON r.\"age\" = b.\"age\"\n GROUP BY b.\"age\", b.\"cnt\", b.\"p\"\n)\nSELECT\n \"age\",\n CASE\n WHEN \"cnt\" = 1 THEN \"lo_val\"\n WHEN \"lo_val\" = \"hi_val\" THEN \"lo_val\"\n ELSE \"lo_val\" + ((\"p\" - CAST(\"p\" AS INT)) * (\"hi_val\" - \"lo_val\"))\n END AS \"conditional_percentile\"\nFROM \"picked\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.9 continuous percentile for CAST(\"previous\" AS REAL) within each \"age\" group after filtering to rows where \"default\" = 'yes'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fb3845d0a5457c5055a2f05ce005fa3a1a36b15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:39:45.025073Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:39:47.519380Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:40:06.046378Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0ab1a7b773716a1204cee4fdee810fa9c7eedb4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=age, measure_col=previous, condition_col=default. +Result preview: [{"age": "57", "conditional_percentile": 1.8000000000000007}, {"age": "30", "conditional_percentile": 1.6000000000000014}, {"age": "48", "conditional_percentile": 1.6000000000000014}, {"age": "42", "conditional_percentile": 1.2000000000000028}, {"age": "24", "conditional_percentile": 1.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9aa1b221a2e95040517f5c7421b9cd31da90bd81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/generated_sql.sql @@ -0,0 +1,68 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_fa1a865cb2b84953 +-- problem_id: v2p_m8_cb14e7c84857c7e2 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "age", + CAST("previous" AS REAL) AS "previous_value" + FROM "m8" + WHERE "default" = 'yes' +), +"ranked" AS ( + SELECT + "age", + "previous_value", + ROW_NUMBER() OVER (PARTITION BY "age" ORDER BY "previous_value") AS "rn", + COUNT(*) OVER (PARTITION BY "age") AS "cnt" + FROM "filtered" +), +"pos" AS ( + SELECT DISTINCT + "age", + "cnt", + (0.9 * ("cnt" - 1) + 1.0) AS "p" + FROM "ranked" +), +"bounds" AS ( + SELECT + "age", + "cnt", + "p", + CAST("p" AS INT) AS "lo_rn", + CASE + WHEN "p" > CAST("p" AS INT) THEN CAST("p" AS INT) + 1 + ELSE CAST("p" AS INT) + END AS "hi_rn" + FROM "pos" +), +"picked" AS ( + SELECT + b."age", + b."cnt", + b."p", + MAX(CASE WHEN r."rn" = b."lo_rn" THEN r."previous_value" END) AS "lo_val", + MAX(CASE WHEN r."rn" = b."hi_rn" THEN r."previous_value" END) AS "hi_val" + FROM "bounds" AS b + JOIN "ranked" AS r + ON r."age" = b."age" + GROUP BY b."age", b."cnt", b."p" +) +SELECT + "age", + CASE + WHEN "cnt" = 1 THEN "lo_val" + WHEN "lo_val" = "hi_val" THEN "lo_val" + ELSE "lo_val" + (("p" - CAST("p" AS INT)) * ("hi_val" - "lo_val")) + END AS "conditional_percentile" +FROM "picked" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d8d44efa2645064eaee8b3f46b2f4ad210f64960 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"age\",\n CAST(\"previous\" AS REAL) AS \"previous_value\"\n FROM \"m8\"\n WHERE \"default\" = 'yes'\n),\n\"ranked\" AS (\n SELECT\n \"age\",\n \"previous_value\",\n ROW_NUMBER() OVER (PARTITION BY \"age\" ORDER BY \"previous_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"age\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"pos\" AS (\n SELECT DISTINCT\n \"age\",\n \"cnt\",\n (0.9 * (\"cnt\" - 1) + 1.0) AS \"p\"\n FROM \"ranked\"\n),\n\"bounds\" AS (\n SELECT\n \"age\",\n \"cnt\",\n \"p\",\n CAST(\"p\" AS INT) AS \"lo_rn\",\n CASE\n WHEN \"p\" > CAST(\"p\" AS INT) THEN CAST(\"p\" AS INT) + 1\n ELSE CAST(\"p\" AS INT)\n END AS \"hi_rn\"\n FROM \"pos\"\n),\n\"picked\" AS (\n SELECT\n b.\"age\",\n b.\"cnt\",\n b.\"p\",\n MAX(CASE WHEN r.\"rn\" = b.\"lo_rn\" THEN r.\"previous_value\" END) AS \"lo_val\",\n MAX(CASE WHEN r.\"rn\" = b.\"hi_rn\" THEN r.\"previous_value\" END) AS \"hi_val\"\n FROM \"bounds\" AS b\n JOIN \"ranked\" AS r\n ON r.\"age\" = b.\"age\"\n GROUP BY b.\"age\", b.\"cnt\", b.\"p\"\n)\nSELECT\n \"age\",\n CASE\n WHEN \"cnt\" = 1 THEN \"lo_val\"\n WHEN \"lo_val\" = \"hi_val\" THEN \"lo_val\"\n ELSE \"lo_val\" + ((\"p\" - CAST(\"p\" AS INT)) * (\"hi_val\" - \"lo_val\"))\n END AS \"conditional_percentile\"\nFROM \"picked\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"age\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"default\\\" = 'yes'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"age\\\",\\n \\\"previous_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"age\\\" ORDER BY \\\"previous_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"age\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT DISTINCT\\n \\\"age\\\",\\n \\\"cnt\\\",\\n (0.9 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"p\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"age\\\",\\n \\\"cnt\\\",\\n \\\"p\\\",\\n CAST(\\\"p\\\" AS INT) AS \\\"lo_rn\\\",\\n CASE\\n WHEN \\\"p\\\" > CAST(\\\"p\\\" AS INT) THEN CAST(\\\"p\\\" AS INT) + 1\\n ELSE CAST(\\\"p\\\" AS INT)\\n END AS \\\"hi_rn\\\"\\n FROM \\\"pos\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n b.\\\"age\\\",\\n b.\\\"cnt\\\",\\n b.\\\"p\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN r.\\\"previous_value\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"hi_rn\\\" THEN r.\\\"previous_value\\\" END) AS \\\"hi_val\\\"\\n FROM \\\"bounds\\\" AS b\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"age\\\" = b.\\\"age\\\"\\n GROUP BY b.\\\"age\\\", b.\\\"cnt\\\", b.\\\"p\\\"\\n)\\nSELECT\\n \\\"age\\\",\\n CASE\\n WHEN \\\"cnt\\\" = 1 THEN \\\"lo_val\\\"\\n WHEN \\\"lo_val\\\" = \\\"hi_val\\\" THEN \\\"lo_val\\\"\\n ELSE \\\"lo_val\\\" + ((\\\"p\\\" - CAST(\\\"p\\\" AS INT)) * (\\\"hi_val\\\" - \\\"lo_val\\\"))\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"age\", \"conditional_percentile\"], \"rows\": [{\"age\": \"57\", \"conditional_percentile\": 1.8000000000000007}, {\"age\": \"30\", \"conditional_percentile\": 1.6000000000000014}, {\"age\": \"48\", \"conditional_percentile\": 1.6000000000000014}, {\"age\": \"42\", \"conditional_percentile\": 1.2000000000000028}, {\"age\": \"24\", \"conditional_percentile\": 1.0}, {\"age\": \"28\", \"conditional_percentile\": 1.0}, {\"age\": \"32\", \"conditional_percentile\": 1.0}, {\"age\": \"45\", \"conditional_percentile\": 0.9000000000000021}, {\"age\": \"27\", \"conditional_percentile\": 0.3000000000000007}, {\"age\": \"21\", \"conditional_percentile\": 0.0}, {\"age\": \"23\", \"conditional_percentile\": 0.0}, {\"age\": \"25\", \"conditional_percentile\": 0.0}, {\"age\": \"26\", \"conditional_percentile\": 0.0}, {\"age\": \"29\", \"conditional_percentile\": 0.0}, {\"age\": \"31\", \"conditional_percentile\": 0.0}, {\"age\": \"33\", \"conditional_percentile\": 0.0}, {\"age\": \"34\", \"conditional_percentile\": 0.0}, {\"age\": \"35\", \"conditional_percentile\": 0.0}, {\"age\": \"36\", \"conditional_percentile\": 0.0}, {\"age\": \"37\", \"conditional_percentile\": 0.0}, {\"age\": \"38\", \"conditional_percentile\": 0.0}, {\"age\": \"39\", \"conditional_percentile\": 0.0}, {\"age\": \"40\", \"conditional_percentile\": 0.0}, {\"age\": \"41\", \"conditional_percentile\": 0.0}, {\"age\": \"43\", \"conditional_percentile\": 0.0}, {\"age\": \"44\", \"conditional_percentile\": 0.0}, {\"age\": \"46\", \"conditional_percentile\": 0.0}, {\"age\": \"47\", \"conditional_percentile\": 0.0}, {\"age\": \"49\", \"conditional_percentile\": 0.0}, {\"age\": \"50\", \"conditional_percentile\": 0.0}, {\"age\": \"51\", \"conditional_percentile\": 0.0}, {\"age\": \"52\", \"conditional_percentile\": 0.0}, {\"age\": \"53\", \"conditional_percentile\": 0.0}, {\"age\": \"54\", \"conditional_percentile\": 0.0}, {\"age\": \"55\", \"conditional_percentile\": 0.0}, {\"age\": \"56\", \"conditional_percentile\": 0.0}, {\"age\": \"58\", \"conditional_percentile\": 0.0}, {\"age\": \"59\", \"conditional_percentile\": 0.0}, {\"age\": \"60\", \"conditional_percentile\": 0.0}, {\"age\": \"71\", \"conditional_percentile\": 0.0}], \"row_count_returned\": 40, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.52}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..42134e426014577d4f001152f638e3473a7d1ff9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:39:44.820327+00:00", + "ended_at": "2026-05-04T08:40:07.117893+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_fa1a865cb2b84953", + "problem_id": "v2p_m8_cb14e7c84857c7e2", + "dataset_id": "m8", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=age, measure_col=previous, condition_col=default.", + "bindings": { + "group_col": "age", + "measure_col": "previous", + "condition_col": "default", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_fa1a865cb2b84953.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_fa1a865cb2b84953", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 688, + "total_tokens": 23400, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2621, + "estimated_output_tokens": 565, + "estimated_total_tokens": 3186, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22241.72, + "sql_execution_elapsed_ms_total": 16.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_fa1a865cb2b84953\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..09a9d94a4dbe86ac5fbce21255c1dbff63b360a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:40:07.089033+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22241.72, "started_at": "2026-05-04T08:39:44.828127+00:00", "ended_at": "2026-05-04T08:40:07.068324+00:00", "prompt_metrics": {"chars": 9453, "bytes_utf8": 9453, "lines": 305, "estimated_tokens": 2621}, "response_metrics": {"chars": 1695, "bytes_utf8": 1695, "lines": 1, "estimated_tokens": 565}, "usage": {"input_tokens": 22712, "cached_input_tokens": 21888, "output_tokens": 688}, "stderr_preview": "2026-05-04T08:39:45.025073Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:39:47.519380Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST(\\\"p\\\" AS INT) THEN CAST(\\\"p\\\" AS INT) + 1\\n ELSE CAST(\\\"p\\\" AS INT)\\n END AS \\\"hi_rn\\\"\\n FROM \\\"pos\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n b.\\\"age\\\",\\n b.\\\"cnt\\\",\\n b.\\\"p\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN r.\\\"previous_value\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN r.\\\""} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aae0f32d091eff4a3106943acea795aa97a98f3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fa1a865cb2b84953/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_fa1a865cb2b84953", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 688, + "total_tokens": 23400, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2621, + "estimated_output_tokens": 565, + "estimated_total_tokens": 3186, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22241.72, + "sql_execution_elapsed_ms_total": 16.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_fa1a865cb2b84953\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98d919a3cf1173173d60e67afcda040816c0e7ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9096, "bytes_utf8": 9096, "lines": 300, "estimated_tokens": 2556}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 425, "bytes_utf8": 425, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22645, "cached_input_tokens": 21888, "output_tokens": 132}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2145805c3aeee9671762219f2d6ff360be69aec1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_fad14e2f7afad02d", + "api_calls": 0, + "input_tokens": 22645, + "cached_input_tokens": 21888, + "output_tokens": 132, + "total_tokens": 22777, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2556, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2672, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10791.6, + "sql_execution_elapsed_ms_total": 37.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_fad14e2f7afad02d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..874e6089ac08e1446e6b1a1fbcc86bf34cf8467b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:16:06.607133+00:00", + "ended_at": "2026-05-04T08:16:17.398399+00:00", + "elapsed_ms": 10791.6, + "prompt_metrics": { + "chars": 9096, + "bytes_utf8": 9096, + "lines": 300, + "estimated_tokens": 2556 + }, + "stdout_metrics": { + "chars": 758, + "bytes_utf8": 758, + "lines": 4, + "estimated_tokens": 223 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13168 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 425, + "bytes_utf8": 425, + "lines": 1, + "estimated_tokens": 116 + }, + "usage": { + "input_tokens": 22645, + "cached_input_tokens": 21888, + "output_tokens": 132 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7133e9de222f20ee896d8eb61e2e313a8c92cda5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=poutcome, measure_col=age.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "poutcome", + "measure_col": "age", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdf6c1e9898377e8fff91cbf5fa2dba7bfdcc64e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-105a-7441-a778-704cecba10db"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"poutcome\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"poutcome\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"poutcome\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"poutcome\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22645,"cached_input_tokens":21888,"output_tokens":132}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..557e5072bc061448bd2e3294d1623099d09ebce6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"poutcome\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"poutcome\"\nHAVING COUNT(*) > 5\nORDER BY \"poutcome\";","notes":"Used the provided Support-Guarded Group Average template with group_col=\"poutcome\" and measure_col=\"age\". Cast \"age\" to REAL because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbc83aa043639b935d781c8ce97f5a8c71b3e926 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:06.795299Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:09.104604Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:16.253582Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3b68d0a60aaef9eed1a163bc65d59e8ef3fd878 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=poutcome, measure_col=age. +Result preview: [{"poutcome": "failure", "avg_measure": 40.78616608855336, "support": 4901}, {"poutcome": "other", "avg_measure": 39.75217391304348, "support": 1840}, {"poutcome": "success", "avg_measure": 42.96492389146261, "support": 1511}, {"poutcome": "unknown", "avg_measure": 40.93211396412241, "support": 36959}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d2f3da54cebe2fa310859f918eb16ed3c264a858 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_fad14e2f7afad02d +-- problem_id: v2p_m8_3d617123d3e608bf +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "poutcome" +HAVING COUNT(*) > 5 +ORDER BY "poutcome"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8fe72db3f3abc734351812f2f6afb1bebdff2b08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"poutcome\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"poutcome\"\nHAVING COUNT(*) > 5\nORDER BY \"poutcome\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"poutcome\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"poutcome\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"poutcome\\\";\", \"columns\": [\"poutcome\", \"avg_measure\", \"support\"], \"rows\": [{\"poutcome\": \"failure\", \"avg_measure\": 40.78616608855336, \"support\": 4901}, {\"poutcome\": \"other\", \"avg_measure\": 39.75217391304348, \"support\": 1840}, {\"poutcome\": \"success\", \"avg_measure\": 42.96492389146261, \"support\": 1511}, {\"poutcome\": \"unknown\", \"avg_measure\": 40.93211396412241, \"support\": 36959}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 37.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1a3b0aa65b20e67d4f77a62595a73d899479d32e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:16:06.596556+00:00", + "ended_at": "2026-05-04T08:16:17.465188+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_fad14e2f7afad02d", + "problem_id": "v2p_m8_3d617123d3e608bf", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=poutcome, measure_col=age.", + "bindings": { + "group_col": "poutcome", + "measure_col": "age", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_fad14e2f7afad02d.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_fad14e2f7afad02d", + "api_calls": 0, + "input_tokens": 22645, + "cached_input_tokens": 21888, + "output_tokens": 132, + "total_tokens": 22777, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2556, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2672, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10791.6, + "sql_execution_elapsed_ms_total": 37.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_fad14e2f7afad02d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8679bcb12fa30c32b53c738b008919086fd2f0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:17.419549+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10791.6, "started_at": "2026-05-04T08:16:06.607133+00:00", "ended_at": "2026-05-04T08:16:17.398399+00:00", "prompt_metrics": {"chars": 9096, "bytes_utf8": 9096, "lines": 300, "estimated_tokens": 2556}, "response_metrics": {"chars": 425, "bytes_utf8": 425, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22645, "cached_input_tokens": 21888, "output_tokens": 132}, "stderr_preview": "2026-05-04T08:16:06.795299Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:09.104604Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"poutcome\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"poutcome\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1e726f112e1bc38321ced2b533549bfe7ac27865 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fad14e2f7afad02d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_fad14e2f7afad02d", + "api_calls": 0, + "input_tokens": 22645, + "cached_input_tokens": 21888, + "output_tokens": 132, + "total_tokens": 22777, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2556, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2672, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10791.6, + "sql_execution_elapsed_ms_total": 37.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_fad14e2f7afad02d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..841d37282fcf3b8049af0df98908b6e9e16642ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9353, "bytes_utf8": 9353, "lines": 302, "estimated_tokens": 2626}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 583, "bytes_utf8": 583, "lines": 1, "estimated_tokens": 152}, "usage": {"input_tokens": 22717, "cached_input_tokens": 19840, "output_tokens": 233}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..321042420bc48e989e7b44c1f47e7223b8ebca12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_fcb9cd7119043ae0", + "api_calls": 0, + "input_tokens": 22717, + "cached_input_tokens": 19840, + "output_tokens": 233, + "total_tokens": 22950, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2626, + "estimated_output_tokens": 152, + "estimated_total_tokens": 2778, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12755.83, + "sql_execution_elapsed_ms_total": 75.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_fcb9cd7119043ae0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cab6d4c4e1cb83a8e40e9c692230d4c8bdc473ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:31:35.073355+00:00", + "ended_at": "2026-05-04T08:31:47.829002+00:00", + "elapsed_ms": 12755.83, + "prompt_metrics": { + "chars": 9353, + "bytes_utf8": 9353, + "lines": 302, + "estimated_tokens": 2626 + }, + "stdout_metrics": { + "chars": 937, + "bytes_utf8": 937, + "lines": 4, + "estimated_tokens": 277 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13199 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 583, + "bytes_utf8": 583, + "lines": 1, + "estimated_tokens": 152 + }, + "usage": { + "input_tokens": 22717, + "cached_input_tokens": 19840, + "output_tokens": 233 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4f5330dad406a3b5caca18256895dfde772819b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=default, measure_col=day.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "default", + "measure_col": "day", + "item_col": "duration", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5d52e21d7ee4e2b9a311a5d9644299453da3b23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21d-3b44-7760-8622-27a8f0033713"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"default\\\", \\\"duration\\\",\\n SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"day\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"day\\\" AS REAL))) OVER (PARTITION BY \\\"default\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\", \\\"duration\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned Within-Group Share of Total template with group_col=\\\"default\\\", item_col=\\\"duration\\\", and measure_col=\\\"day\\\". Cast \\\"day\\\" to REAL because the SQLite schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22717,"cached_input_tokens":19840,"output_tokens":233}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68c6a2f20fef5df0188d6342b5ba3817dbdf6ab9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"default\", \"duration\",\n SUM(CAST(\"day\" AS REAL)) AS total_measure,\n SUM(CAST(\"day\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"day\" AS REAL))) OVER (PARTITION BY \"default\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"default\", \"duration\"\nORDER BY share_within_group DESC;","notes":"Used the planned Within-Group Share of Total template with group_col=\"default\", item_col=\"duration\", and measure_col=\"day\". Cast \"day\" to REAL because the SQLite schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a924db88ac923f7242d3dd4ca5b6a054c3893950 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:31:35.304737Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:31:37.799865Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:31:46.987415Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d51bfa6e62087664e611ad97ec5ece07c2c9b41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=default, measure_col=day. +Result preview: [{"default": "yes", "duration": "123", "total_measure": 147.0, "share_within_group": 1.1007937696570316}, {"default": "yes", "duration": "92", "total_measure": 132.0, "share_within_group": 0.9884678747940692}, {"default": "yes", "duration": "62", "total_measure": 131.0, "share_within_group": 0.980979481803205}, {"default": "yes", "duration": "305", "total_measure": 121.0, "share_within_group": 0.9060955518945635}, {"default": "yes", "duration": "27", "total_measure": 111.0, "share_within_group": 0.8312116219859218}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0860bf7685379cc61940288d097005e923559735 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_fcb9cd7119043ae0 +-- problem_id: v2p_m8_1cea551144a003e2 +-- realization_mode: agent +-- source_kind: agent +SELECT "default", "duration", + SUM(CAST("day" AS REAL)) AS total_measure, + SUM(CAST("day" AS REAL)) * 100.0 / SUM(SUM(CAST("day" AS REAL))) OVER (PARTITION BY "default") AS share_within_group +FROM "m8" +GROUP BY "default", "duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c19c2be2eaab5bc0ea422b6d9cacfbd3efa1d28c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"default\", \"duration\",\n SUM(CAST(\"day\" AS REAL)) AS total_measure,\n SUM(CAST(\"day\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"day\" AS REAL))) OVER (PARTITION BY \"default\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"default\", \"duration\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"default\\\", \\\"duration\\\",\\n SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"day\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"day\\\" AS REAL))) OVER (PARTITION BY \\\"default\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\", \\\"duration\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"default\", \"duration\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"default\": \"yes\", \"duration\": \"123\", \"total_measure\": 147.0, \"share_within_group\": 1.1007937696570316}, {\"default\": \"yes\", \"duration\": \"92\", \"total_measure\": 132.0, \"share_within_group\": 0.9884678747940692}, {\"default\": \"yes\", \"duration\": \"62\", \"total_measure\": 131.0, \"share_within_group\": 0.980979481803205}, {\"default\": \"yes\", \"duration\": \"305\", \"total_measure\": 121.0, \"share_within_group\": 0.9060955518945635}, {\"default\": \"yes\", \"duration\": \"27\", \"total_measure\": 111.0, \"share_within_group\": 0.8312116219859218}, {\"default\": \"yes\", \"duration\": \"117\", \"total_measure\": 110.0, \"share_within_group\": 0.8237232289950577}, {\"default\": \"yes\", \"duration\": \"89\", \"total_measure\": 110.0, \"share_within_group\": 0.8237232289950577}, {\"default\": \"yes\", \"duration\": \"138\", \"total_measure\": 105.0, \"share_within_group\": 0.7862812640407368}, {\"default\": \"yes\", \"duration\": \"185\", \"total_measure\": 98.0, \"share_within_group\": 0.7338625131046878}, {\"default\": \"yes\", \"duration\": \"114\", \"total_measure\": 95.0, \"share_within_group\": 0.7113973341320953}, {\"default\": \"yes\", \"duration\": \"115\", \"total_measure\": 92.0, \"share_within_group\": 0.6889321551595028}, {\"default\": \"yes\", \"duration\": \"134\", \"total_measure\": 92.0, \"share_within_group\": 0.6889321551595028}, {\"default\": \"yes\", \"duration\": \"93\", \"total_measure\": 90.0, \"share_within_group\": 0.6739553691777744}, {\"default\": \"yes\", \"duration\": \"105\", \"total_measure\": 89.0, \"share_within_group\": 0.6664669761869103}, {\"default\": \"yes\", \"duration\": \"75\", \"total_measure\": 84.0, \"share_within_group\": 0.6290250112325895}, {\"default\": \"yes\", \"duration\": \"81\", \"total_measure\": 81.0, \"share_within_group\": 0.606559832259997}, {\"default\": \"yes\", \"duration\": \"95\", \"total_measure\": 81.0, \"share_within_group\": 0.606559832259997}, {\"default\": \"yes\", \"duration\": \"157\", \"total_measure\": 80.0, \"share_within_group\": 0.5990714392691329}, {\"default\": \"yes\", \"duration\": \"168\", \"total_measure\": 80.0, \"share_within_group\": 0.5990714392691329}, {\"default\": \"yes\", \"duration\": \"21\", \"total_measure\": 80.0, \"share_within_group\": 0.5990714392691329}, {\"default\": \"yes\", \"duration\": \"78\", \"total_measure\": 80.0, \"share_within_group\": 0.5990714392691329}, {\"default\": \"yes\", \"duration\": \"142\", \"total_measure\": 78.0, \"share_within_group\": 0.5840946532874045}, {\"default\": \"yes\", \"duration\": \"44\", \"total_measure\": 78.0, \"share_within_group\": 0.5840946532874045}, {\"default\": \"yes\", \"duration\": \"71\", \"total_measure\": 78.0, \"share_within_group\": 0.5840946532874045}, {\"default\": \"yes\", \"duration\": \"76\", \"total_measure\": 77.0, \"share_within_group\": 0.5766062602965404}, {\"default\": \"yes\", \"duration\": \"236\", \"total_measure\": 75.0, \"share_within_group\": 0.561629474314812}, {\"default\": \"yes\", \"duration\": \"51\", \"total_measure\": 75.0, \"share_within_group\": 0.561629474314812}, {\"default\": \"yes\", \"duration\": \"70\", \"total_measure\": 75.0, \"share_within_group\": 0.561629474314812}, {\"default\": \"yes\", \"duration\": \"85\", \"total_measure\": 75.0, \"share_within_group\": 0.561629474314812}, {\"default\": \"yes\", \"duration\": \"298\", \"total_measure\": 74.0, \"share_within_group\": 0.5541410813239479}, {\"default\": \"yes\", \"duration\": \"118\", \"total_measure\": 70.0, \"share_within_group\": 0.5241875093604912}, {\"default\": \"yes\", \"duration\": \"173\", \"total_measure\": 70.0, \"share_within_group\": 0.5241875093604912}, {\"default\": \"yes\", \"duration\": \"216\", \"total_measure\": 70.0, \"share_within_group\": 0.5241875093604912}, {\"default\": \"yes\", \"duration\": \"240\", \"total_measure\": 69.0, \"share_within_group\": 0.5166991163696271}, {\"default\": \"yes\", \"duration\": \"112\", \"total_measure\": 68.0, \"share_within_group\": 0.5092107233787629}, {\"default\": \"yes\", \"duration\": \"181\", \"total_measure\": 68.0, \"share_within_group\": 0.5092107233787629}, {\"default\": \"yes\", \"duration\": \"226\", \"total_measure\": 68.0, \"share_within_group\": 0.5092107233787629}, {\"default\": \"yes\", \"duration\": \"122\", \"total_measure\": 67.0, \"share_within_group\": 0.5017223303878987}, {\"default\": \"yes\", \"duration\": \"199\", \"total_measure\": 67.0, \"share_within_group\": 0.5017223303878987}, {\"default\": \"yes\", \"duration\": \"73\", \"total_measure\": 67.0, \"share_within_group\": 0.5017223303878987}, {\"default\": \"yes\", \"duration\": \"177\", \"total_measure\": 66.0, \"share_within_group\": 0.4942339373970346}, {\"default\": \"yes\", \"duration\": \"22\", \"total_measure\": 66.0, \"share_within_group\": 0.4942339373970346}, {\"default\": \"yes\", \"duration\": \"386\", \"total_measure\": 66.0, \"share_within_group\": 0.4942339373970346}, {\"default\": \"yes\", \"duration\": \"102\", \"total_measure\": 65.0, \"share_within_group\": 0.48674554440617046}, {\"default\": \"yes\", \"duration\": \"111\", \"total_measure\": 65.0, \"share_within_group\": 0.48674554440617046}, {\"default\": \"yes\", \"duration\": \"84\", \"total_measure\": 65.0, \"share_within_group\": 0.48674554440617046}, {\"default\": \"yes\", \"duration\": \"172\", \"total_measure\": 64.0, \"share_within_group\": 0.4792571514153063}, {\"default\": \"yes\", \"duration\": \"204\", \"total_measure\": 64.0, \"share_within_group\": 0.4792571514153063}, {\"default\": \"yes\", \"duration\": \"239\", \"total_measure\": 64.0, \"share_within_group\": 0.4792571514153063}, {\"default\": \"yes\", \"duration\": \"109\", \"total_measure\": 63.0, \"share_within_group\": 0.4717687584244421}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 75.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3681da1a8d15b435395608d795d0bc17f72434fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:31:35.065595+00:00", + "ended_at": "2026-05-04T08:31:47.933476+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_fcb9cd7119043ae0", + "problem_id": "v2p_m8_1cea551144a003e2", + "dataset_id": "m8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=default, measure_col=day.", + "bindings": { + "group_col": "default", + "measure_col": "day", + "item_col": "duration", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=79" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_fcb9cd7119043ae0.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_fcb9cd7119043ae0", + "api_calls": 0, + "input_tokens": 22717, + "cached_input_tokens": 19840, + "output_tokens": 233, + "total_tokens": 22950, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2626, + "estimated_output_tokens": 152, + "estimated_total_tokens": 2778, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12755.83, + "sql_execution_elapsed_ms_total": 75.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_fcb9cd7119043ae0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..80fd26f4cea99fdaa9974c04522070f113856e4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fcb9cd7119043ae0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:31:47.847763+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12755.83, "started_at": "2026-05-04T08:31:35.073355+00:00", "ended_at": "2026-05-04T08:31:47.829002+00:00", "prompt_metrics": {"chars": 9353, "bytes_utf8": 9353, "lines": 302, "estimated_tokens": 2626}, "response_metrics": {"chars": 583, "bytes_utf8": 583, "lines": 1, "estimated_tokens": 152}, "usage": {"input_tokens": 22717, "cached_input_tokens": 19840, "output_tokens": 233}, "stderr_preview": "2026-05-04T08:31:35.304737Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:31:37.799865Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=campaign.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "housing", + "group_col_2": "campaign", + "predicate_col": "pdays", + "predicate_op": ">=", + "predicate_value": -1.0, + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2871713557fe8c83cbbc40abb6d0b87bd53e04b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df219-3a2c-7e72-82cb-af1af969c4a6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"housing\\\", \\\"campaign\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"pdays\\\" AS REAL) >= -1.0\\nGROUP BY \\\"housing\\\", \\\"campaign\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"housing\\\", group_col_2=\\\"campaign\\\", and a numeric cast on \\\"pdays\\\" because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22696,"cached_input_tokens":21888,"output_tokens":244}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4768b3aad390c5699acc3f4726ec89189be6e8fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"housing\", \"campaign\", COUNT(*) AS row_count\nFROM \"m8\"\nWHERE CAST(\"pdays\" AS REAL) >= -1.0\nGROUP BY \"housing\", \"campaign\"\nORDER BY row_count DESC;","notes":"Used the provided filtered two-dimensional group count template with group_col=\"housing\", group_col_2=\"campaign\", and a numeric cast on \"pdays\" because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6e4b162c901a0902dae3f98571aa96c3786e9b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:27:12.882318Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:27:15.398511Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:27:25.122716Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a3ae734c8fe15a5a597e5e16233505558f1e35b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=campaign. +Result preview: [{"housing": "yes", "campaign": "1", "row_count": 10118}, {"housing": "no", "campaign": "1", "row_count": 7426}, {"housing": "yes", "campaign": "2", "row_count": 6857}, {"housing": "no", "campaign": "2", "row_count": 5648}, {"housing": "yes", "campaign": "3", "row_count": 3139}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8cde1a667362e1804728bff01f1f63625abe90c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m8_fd3f56cfaa77fb9c +-- problem_id: v2p_m8_6cc691efedf7d13a +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "campaign", COUNT(*) AS row_count +FROM "m8" +WHERE CAST("pdays" AS REAL) >= -1.0 +GROUP BY "housing", "campaign" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c10442482f44c31a41f41fcb3abed81832414853 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"housing\", \"campaign\", COUNT(*) AS row_count\nFROM \"m8\"\nWHERE CAST(\"pdays\" AS REAL) >= -1.0\nGROUP BY \"housing\", \"campaign\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"housing\\\", \\\"campaign\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"pdays\\\" AS REAL) >= -1.0\\nGROUP BY \\\"housing\\\", \\\"campaign\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"housing\", \"campaign\", \"row_count\"], \"rows\": [{\"housing\": \"yes\", \"campaign\": \"1\", \"row_count\": 10118}, {\"housing\": \"no\", \"campaign\": \"1\", \"row_count\": 7426}, {\"housing\": \"yes\", \"campaign\": \"2\", \"row_count\": 6857}, {\"housing\": \"no\", \"campaign\": \"2\", \"row_count\": 5648}, {\"housing\": \"yes\", \"campaign\": \"3\", \"row_count\": 3139}, {\"housing\": \"no\", \"campaign\": \"3\", \"row_count\": 2382}, {\"housing\": \"yes\", \"campaign\": \"4\", \"row_count\": 1810}, {\"housing\": \"no\", \"campaign\": \"4\", \"row_count\": 1712}, {\"housing\": \"yes\", \"campaign\": \"5\", \"row_count\": 999}, {\"housing\": \"no\", \"campaign\": \"5\", \"row_count\": 765}, {\"housing\": \"no\", \"campaign\": \"6\", \"row_count\": 665}, {\"housing\": \"yes\", \"campaign\": \"6\", \"row_count\": 626}, {\"housing\": \"yes\", \"campaign\": \"7\", \"row_count\": 393}, {\"housing\": \"no\", \"campaign\": \"7\", \"row_count\": 342}, {\"housing\": \"yes\", \"campaign\": \"8\", \"row_count\": 274}, {\"housing\": \"no\", \"campaign\": \"8\", \"row_count\": 266}, {\"housing\": \"yes\", \"campaign\": \"9\", \"row_count\": 165}, {\"housing\": \"no\", \"campaign\": \"9\", \"row_count\": 162}, {\"housing\": \"yes\", \"campaign\": \"10\", \"row_count\": 134}, {\"housing\": \"no\", \"campaign\": \"10\", \"row_count\": 132}, {\"housing\": \"yes\", \"campaign\": \"11\", \"row_count\": 104}, {\"housing\": \"no\", \"campaign\": \"11\", \"row_count\": 97}, {\"housing\": \"no\", \"campaign\": \"12\", \"row_count\": 82}, {\"housing\": \"no\", \"campaign\": \"13\", \"row_count\": 73}, {\"housing\": \"yes\", \"campaign\": \"12\", \"row_count\": 73}, {\"housing\": \"yes\", \"campaign\": \"13\", \"row_count\": 60}, {\"housing\": \"no\", \"campaign\": \"14\", \"row_count\": 53}, {\"housing\": \"yes\", \"campaign\": \"15\", \"row_count\": 46}, {\"housing\": \"yes\", \"campaign\": \"14\", \"row_count\": 40}, {\"housing\": \"yes\", \"campaign\": \"16\", \"row_count\": 40}, {\"housing\": \"no\", \"campaign\": \"16\", \"row_count\": 39}, {\"housing\": \"no\", \"campaign\": \"15\", \"row_count\": 38}, {\"housing\": \"no\", \"campaign\": \"17\", \"row_count\": 38}, {\"housing\": \"yes\", \"campaign\": \"17\", \"row_count\": 31}, {\"housing\": \"yes\", \"campaign\": \"18\", \"row_count\": 31}, {\"housing\": \"no\", \"campaign\": \"20\", \"row_count\": 24}, {\"housing\": \"no\", \"campaign\": \"19\", \"row_count\": 23}, {\"housing\": \"yes\", \"campaign\": \"19\", \"row_count\": 21}, {\"housing\": \"no\", \"campaign\": \"18\", \"row_count\": 20}, {\"housing\": \"yes\", \"campaign\": \"20\", \"row_count\": 19}, {\"housing\": \"yes\", \"campaign\": \"21\", \"row_count\": 18}, {\"housing\": \"no\", \"campaign\": \"21\", \"row_count\": 17}, {\"housing\": \"yes\", \"campaign\": \"24\", \"row_count\": 14}, {\"housing\": \"yes\", \"campaign\": \"22\", \"row_count\": 13}, {\"housing\": \"yes\", \"campaign\": \"25\", \"row_count\": 13}, {\"housing\": \"yes\", \"campaign\": \"29\", \"row_count\": 13}, {\"housing\": \"no\", \"campaign\": \"23\", \"row_count\": 11}, {\"housing\": \"yes\", \"campaign\": \"23\", \"row_count\": 11}, {\"housing\": \"no\", \"campaign\": \"22\", \"row_count\": 10}, {\"housing\": \"no\", \"campaign\": \"25\", \"row_count\": 9}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 53.43}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..742d36b718478c4af91faeb129852bd9ef8982b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:27:12.650210+00:00", + "ended_at": "2026-05-04T08:27:26.219576+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_fd3f56cfaa77fb9c", + "problem_id": "v2p_m8_6cc691efedf7d13a", + "dataset_id": "m8", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=housing, group_col_2=campaign.", + "bindings": { + "group_col": "housing", + "group_col_2": "campaign", + "predicate_col": "pdays", + "predicate_op": ">=", + "predicate_value": -1.0, + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_fd3f56cfaa77fb9c.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_fd3f56cfaa77fb9c", + "api_calls": 0, + "input_tokens": 22696, + "cached_input_tokens": 21888, + "output_tokens": 244, + "total_tokens": 22940, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2605, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2714, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13476.1, + "sql_execution_elapsed_ms_total": 53.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_fd3f56cfaa77fb9c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d82a6229ae0a802b1a7d69677639f652b5202ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:27:26.154798+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13476.1, "started_at": "2026-05-04T08:27:12.661969+00:00", "ended_at": "2026-05-04T08:27:26.138286+00:00", "prompt_metrics": {"chars": 9268, "bytes_utf8": 9268, "lines": 304, "estimated_tokens": 2605}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22696, "cached_input_tokens": 21888, "output_tokens": 244}, "stderr_preview": "2026-05-04T08:27:12.882318Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:27:15.398511Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = -1.0\\nGROUP BY \\\"housing\\\", \\\"campaign\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"housing\\\", group_col_2=\\\"campaign\\\", and a numeric cast on \\\"pdays\\\" because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b22e0dd973c15db69a8b04ecba615b69e85455c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd3f56cfaa77fb9c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_fd3f56cfaa77fb9c", + "api_calls": 0, + "input_tokens": 22696, + "cached_input_tokens": 21888, + "output_tokens": 244, + "total_tokens": 22940, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2605, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2714, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13476.1, + "sql_execution_elapsed_ms_total": 53.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_fd3f56cfaa77fb9c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0fb9cd3503d745fe7da8a636e68b841de4a1518f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9251, "bytes_utf8": 9251, "lines": 303, "estimated_tokens": 2608}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22699, "cached_input_tokens": 19840, "output_tokens": 135}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ac941f5f54c99c5376c9722ec99e16189435579f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_fd68f042dec52886", + "api_calls": 0, + "input_tokens": 22699, + "cached_input_tokens": 19840, + "output_tokens": 135, + "total_tokens": 22834, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2608, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2727, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10817.53, + "sql_execution_elapsed_ms_total": 55.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_fd68f042dec52886\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8448a7f2a066dc1e859ecd62891996eafe813818 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:21:06.742175+00:00", + "ended_at": "2026-05-04T08:21:17.559670+00:00", + "elapsed_ms": 10817.53, + "prompt_metrics": { + "chars": 9251, + "bytes_utf8": 9251, + "lines": 303, + "estimated_tokens": 2608 + }, + "stdout_metrics": { + "chars": 782, + "bytes_utf8": 782, + "lines": 4, + "estimated_tokens": 223 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13214 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 457, + "bytes_utf8": 457, + "lines": 1, + "estimated_tokens": 119 + }, + "usage": { + "input_tokens": 22699, + "cached_input_tokens": 19840, + "output_tokens": 135 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..751bc7f7de6d39ec9113b5fd73901f4990cd0ac9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=education, group_col_2=contact, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "education", + "group_col_2": "contact", + "target_col": "y", + "target_value": "no", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f95f8a808aa573e1da0bccbfad7d98589f98e33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-a4c3-7b73-9d18-f656736a91f1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"contact\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"contact\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=education, group_col_2=contact, target_col=y, target_value='no'. Identifiers are double-quoted and SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22699,"cached_input_tokens":19840,"output_tokens":135}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..decdb94bd1df2e8526da32d41b56f5ec754858e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"contact\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"education\", \"contact\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=education, group_col_2=contact, target_col=y, target_value='no'. Identifiers are double-quoted and SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..10c4fd2883849807edd39283f0284d5c60baed9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:06.954163Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:09.323963Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:16.931900Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..58bea635050894738fb66ce5fa32dd89d48661c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=education, group_col_2=contact, target_col=y. +Result preview: [{"education": "unknown", "contact": "unknown", "target_rate": 0.9689807976366323}, {"education": "primary", "contact": "unknown", "target_rate": 0.9668098399062867}, {"education": "secondary", "contact": "unknown", "target_rate": 0.9594348859980417}, {"education": "tertiary", "contact": "unknown", "target_rate": 0.9491074819597417}, {"education": "secondary", "contact": "telephone", "target_rate": 0.8842490842490842}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..899b4bfd316a68421c637f65b4fc604546a78a77 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_fd68f042dec52886 +-- problem_id: v2p_m8_95023a1893558bc8 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "contact", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "education", "contact" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..157ddb2d538119b6ddc48a294836d70534e9d3f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"education\", \"contact\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"education\", \"contact\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"education\\\", \\\"contact\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\", \\\"contact\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"education\", \"contact\", \"target_rate\"], \"rows\": [{\"education\": \"unknown\", \"contact\": \"unknown\", \"target_rate\": 0.9689807976366323}, {\"education\": \"primary\", \"contact\": \"unknown\", \"target_rate\": 0.9668098399062867}, {\"education\": \"secondary\", \"contact\": \"unknown\", \"target_rate\": 0.9594348859980417}, {\"education\": \"tertiary\", \"contact\": \"unknown\", \"target_rate\": 0.9491074819597417}, {\"education\": \"secondary\", \"contact\": \"telephone\", \"target_rate\": 0.8842490842490842}, {\"education\": \"primary\", \"contact\": \"cellular\", \"target_rate\": 0.8836883408071748}, {\"education\": \"primary\", \"contact\": \"telephone\", \"target_rate\": 0.8739612188365651}, {\"education\": \"secondary\", \"contact\": \"cellular\", \"target_rate\": 0.86369825708061}, {\"education\": \"tertiary\", \"contact\": \"telephone\", \"target_rate\": 0.8378378378378378}, {\"education\": \"tertiary\", \"contact\": \"cellular\", \"target_rate\": 0.8246837334395856}, {\"education\": \"unknown\", \"contact\": \"cellular\", \"target_rate\": 0.806060606060606}, {\"education\": \"unknown\", \"contact\": \"telephone\", \"target_rate\": 0.7947368421052632}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 55.82}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bcd5d3aa75f9cb2733c1d106c8b9d07a68cd98dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:21:06.734805+00:00", + "ended_at": "2026-05-04T08:21:17.642304+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_fd68f042dec52886", + "problem_id": "v2p_m8_95023a1893558bc8", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=education, group_col_2=contact, target_col=y.", + "bindings": { + "group_col": "education", + "group_col_2": "contact", + "target_col": "y", + "target_value": "no", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_fd68f042dec52886.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_fd68f042dec52886", + "api_calls": 0, + "input_tokens": 22699, + "cached_input_tokens": 19840, + "output_tokens": 135, + "total_tokens": 22834, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2608, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2727, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10817.53, + "sql_execution_elapsed_ms_total": 55.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_fd68f042dec52886\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8860f828db6a21938f8ffb3f862e1f24e1dee702 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd68f042dec52886/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:17.578300+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10817.53, "started_at": "2026-05-04T08:21:06.742175+00:00", "ended_at": "2026-05-04T08:21:17.559670+00:00", "prompt_metrics": {"chars": 9251, "bytes_utf8": 9251, "lines": 303, "estimated_tokens": 2608}, "response_metrics": {"chars": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22699, "cached_input_tokens": 19840, "output_tokens": 135}, "stderr_preview": "2026-05-04T08:21:06.954163Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:09.323963Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=poutcome, measure_col=duration.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "poutcome", + "measure_col": "duration", + "item_col": "campaign", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 254.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbec83e2c161e9a3de2510e0f72df9154624ef88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-cc30-7051-bf23-3a6a3ec12647"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"poutcome\\\", \\\"campaign\\\",\\n SUM(CAST(\\\"duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"duration\\\" AS REAL))) OVER (PARTITION BY \\\"poutcome\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"poutcome\\\", \\\"campaign\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"poutcome\\\", item_col=\\\"campaign\\\", and measure_col=\\\"duration\\\". Cast \\\"duration\\\" from TEXT to REAL for SQLite aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22721,"cached_input_tokens":21888,"output_tokens":257}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b34af38e589b089974c03c986c4c43818bf23a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"poutcome\", \"campaign\",\n SUM(CAST(\"duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"duration\" AS REAL))) OVER (PARTITION BY \"poutcome\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"poutcome\", \"campaign\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"poutcome\", item_col=\"campaign\", and measure_col=\"duration\". Cast \"duration\" from TEXT to REAL for SQLite aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5e798cac7898479c376cd9162e2a958300db10f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:28:55.817884Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:28:58.265637Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:29:09.253931Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..64edd7cfc156acab19f6e850cede558670b64e75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=poutcome, measure_col=duration. +Result preview: [{"poutcome": "success", "campaign": "1", "total_measure": 260919.0, "share_within_group": 54.495612890020446}, {"poutcome": "failure", "campaign": "1", "total_measure": 597251.0, "share_within_group": 49.90587045803026}, {"poutcome": "other", "campaign": "1", "total_measure": 190057.0, "share_within_group": 40.393312873526085}, {"poutcome": "unknown", "campaign": "1", "total_measure": 3531698.0, "share_within_group": 37.07527102062609}, {"poutcome": "other", "campaign": "2", "total_measure": 146622.0, "share_within_group": 31.161958360608352}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..55dda7db0293da3733297d468a37c881b0220591 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_fd71869b2096c40e +-- problem_id: v2p_m8_0b70f0be1dc30d7c +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", "campaign", + SUM(CAST("duration" AS REAL)) AS total_measure, + SUM(CAST("duration" AS REAL)) * 100.0 / SUM(SUM(CAST("duration" AS REAL))) OVER (PARTITION BY "poutcome") AS share_within_group +FROM "m8" +GROUP BY "poutcome", "campaign" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..abefc2906892ca6a181fc5c88aef969c749726d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"poutcome\", \"campaign\",\n SUM(CAST(\"duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"duration\" AS REAL))) OVER (PARTITION BY \"poutcome\") AS share_within_group\nFROM \"m8\"\nGROUP BY \"poutcome\", \"campaign\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"poutcome\\\", \\\"campaign\\\",\\n SUM(CAST(\\\"duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"duration\\\" AS REAL))) OVER (PARTITION BY \\\"poutcome\\\") AS share_within_group\\nFROM \\\"m8\\\"\\nGROUP BY \\\"poutcome\\\", \\\"campaign\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"poutcome\", \"campaign\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"poutcome\": \"success\", \"campaign\": \"1\", \"total_measure\": 260919.0, \"share_within_group\": 54.495612890020446}, {\"poutcome\": \"failure\", \"campaign\": \"1\", \"total_measure\": 597251.0, \"share_within_group\": 49.90587045803026}, {\"poutcome\": \"other\", \"campaign\": \"1\", \"total_measure\": 190057.0, \"share_within_group\": 40.393312873526085}, {\"poutcome\": \"unknown\", \"campaign\": \"1\", \"total_measure\": 3531698.0, \"share_within_group\": 37.07527102062609}, {\"poutcome\": \"other\", \"campaign\": \"2\", \"total_measure\": 146622.0, \"share_within_group\": 31.161958360608352}, {\"poutcome\": \"unknown\", \"campaign\": \"2\", \"total_measure\": 2814538.0, \"share_within_group\": 29.546625772603125}, {\"poutcome\": \"failure\", \"campaign\": \"2\", \"total_measure\": 349209.0, \"share_within_group\": 29.17965665487088}, {\"poutcome\": \"success\", \"campaign\": \"2\", \"total_measure\": 132583.0, \"share_within_group\": 27.691321229184464}, {\"poutcome\": \"other\", \"campaign\": \"3\", \"total_measure\": 74712.0, \"share_within_group\": 15.87873738618878}, {\"poutcome\": \"unknown\", \"campaign\": \"3\", \"total_measure\": 1236382.0, \"share_within_group\": 12.979365091529266}, {\"poutcome\": \"failure\", \"campaign\": \"3\", \"total_measure\": 135654.0, \"share_within_group\": 11.335152140580153}, {\"poutcome\": \"success\", \"campaign\": \"3\", \"total_measure\": 52970.0, \"share_within_group\": 11.063328522585106}, {\"poutcome\": \"unknown\", \"campaign\": \"4\", \"total_measure\": 794569.0, \"share_within_group\": 8.34127408957047}, {\"poutcome\": \"other\", \"campaign\": \"4\", \"total_measure\": 29612.0, \"share_within_group\": 6.293516054714399}, {\"poutcome\": \"failure\", \"campaign\": \"4\", \"total_measure\": 53360.0, \"share_within_group\": 4.458723798939633}, {\"poutcome\": \"unknown\", \"campaign\": \"5\", \"total_measure\": 354551.0, \"share_within_group\": 3.7220267462376455}, {\"poutcome\": \"other\", \"campaign\": \"5\", \"total_measure\": 14429.0, \"share_within_group\": 3.0666332282005286}, {\"poutcome\": \"success\", \"campaign\": \"4\", \"total_measure\": 14210.0, \"share_within_group\": 2.967904442249091}, {\"poutcome\": \"unknown\", \"campaign\": \"6\", \"total_measure\": 250568.0, \"share_within_group\": 2.6304277741461015}, {\"poutcome\": \"failure\", \"campaign\": \"5\", \"total_measure\": 29297.0, \"share_within_group\": 2.4480365655459972}, {\"poutcome\": \"success\", \"campaign\": \"5\", \"total_measure\": 8415.0, \"share_within_group\": 1.7575591753361084}, {\"poutcome\": \"unknown\", \"campaign\": \"7\", \"total_measure\": 141608.0, \"share_within_group\": 1.486580953039818}, {\"poutcome\": \"other\", \"campaign\": \"6\", \"total_measure\": 6825.0, \"share_within_group\": 1.450535157146622}, {\"poutcome\": \"failure\", \"campaign\": \"6\", \"total_measure\": 16435.0, \"share_within_group\": 1.373296957188397}, {\"poutcome\": \"success\", \"campaign\": \"6\", \"total_measure\": 6427.0, \"share_within_group\": 1.3423449577997824}, {\"poutcome\": \"unknown\", \"campaign\": \"8\", \"total_measure\": 100387.0, \"share_within_group\": 1.0538486676798502}, {\"poutcome\": \"other\", \"campaign\": \"7\", \"total_measure\": 4206.0, \"share_within_group\": 0.8939122155250832}, {\"poutcome\": \"failure\", \"campaign\": \"7\", \"total_measure\": 9223.0, \"share_within_group\": 0.7706673462822382}, {\"poutcome\": \"unknown\", \"campaign\": \"9\", \"total_measure\": 69368.0, \"share_within_group\": 0.7282155496191324}, {\"poutcome\": \"unknown\", \"campaign\": \"10\", \"total_measure\": 48450.0, \"share_within_group\": 0.5086213150018303}, {\"poutcome\": \"unknown\", \"campaign\": \"11\", \"total_measure\": 39675.0, \"share_within_group\": 0.4165025938637279}, {\"poutcome\": \"success\", \"campaign\": \"7\", \"total_measure\": 1775.0, \"share_within_group\": 0.37072697994314824}, {\"poutcome\": \"unknown\", \"campaign\": \"12\", \"total_measure\": 29962.0, \"share_within_group\": 0.3145368800843104}, {\"poutcome\": \"other\", \"campaign\": \"9\", \"total_measure\": 1236.0, \"share_within_group\": 0.26269032296457506}, {\"poutcome\": \"other\", \"campaign\": \"8\", \"total_measure\": 1232.0, \"share_within_group\": 0.2618401924695441}, {\"poutcome\": \"unknown\", \"campaign\": \"13\", \"total_measure\": 24092.0, \"share_within_group\": 0.2529144421264003}, {\"poutcome\": \"failure\", \"campaign\": \"8\", \"total_measure\": 2468.0, \"share_within_group\": 0.20622433163011644}, {\"poutcome\": \"success\", \"campaign\": \"8\", \"total_measure\": 849.0, \"share_within_group\": 0.17732236956153963}, {\"poutcome\": \"unknown\", \"campaign\": \"14\", \"total_measure\": 14421.0, \"share_within_group\": 0.15138963846525066}, {\"poutcome\": \"unknown\", \"campaign\": \"17\", \"total_measure\": 13428.0, \"share_within_group\": 0.14096526352620387}, {\"poutcome\": \"unknown\", \"campaign\": \"15\", \"total_measure\": 13025.0, \"share_within_group\": 0.13673462596282435}, {\"poutcome\": \"other\", \"campaign\": \"10\", \"total_measure\": 555.0, \"share_within_group\": 0.11795560618554948}, {\"poutcome\": \"unknown\", \"campaign\": \"16\", \"total_measure\": 11210.0, \"share_within_group\": 0.11768101013767839}, {\"poutcome\": \"failure\", \"campaign\": \"10\", \"total_measure\": 1309.0, \"share_within_group\": 0.10937911268388266}, {\"poutcome\": \"other\", \"campaign\": \"13\", \"total_measure\": 446.0, \"share_within_group\": 0.09478955019595509}, {\"poutcome\": \"failure\", \"campaign\": \"9\", \"total_measure\": 1123.0, \"share_within_group\": 0.09383708444919804}, {\"poutcome\": \"success\", \"campaign\": \"11\", \"total_measure\": 418.0, \"share_within_group\": 0.08730359302323153}, {\"poutcome\": \"other\", \"campaign\": \"11\", \"total_measure\": 298.0, \"share_within_group\": 0.06333472187980856}, {\"poutcome\": \"unknown\", \"campaign\": \"19\", \"total_measure\": 5038.0, \"share_within_group\": 0.052888218472223344}, {\"poutcome\": \"failure\", \"campaign\": \"12\", \"total_measure\": 596.0, \"share_within_group\": 0.049801337784258264}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 58.87}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..140dbdab6b92f3a71d4351285a298e242e4182d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:28:55.582637+00:00", + "ended_at": "2026-05-04T08:29:10.126032+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_fd71869b2096c40e", + "problem_id": "v2p_m8_0b70f0be1dc30d7c", + "dataset_id": "m8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=poutcome, measure_col=duration.", + "bindings": { + "group_col": "poutcome", + "measure_col": "duration", + "item_col": "campaign", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 254.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_fd71869b2096c40e.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_fd71869b2096c40e", + "api_calls": 0, + "input_tokens": 22721, + "cached_input_tokens": 21888, + "output_tokens": 257, + "total_tokens": 22978, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2630, + "estimated_output_tokens": 149, + "estimated_total_tokens": 2779, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14446.92, + "sql_execution_elapsed_ms_total": 58.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_fd71869b2096c40e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e93de4f054dbd54780c3df8f4c3d1c2f3d6cbae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_fd71869b2096c40e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:29:10.057420+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14446.92, "started_at": "2026-05-04T08:28:55.591559+00:00", "ended_at": "2026-05-04T08:29:10.038369+00:00", "prompt_metrics": {"chars": 9373, "bytes_utf8": 9373, "lines": 302, "estimated_tokens": 2630}, "response_metrics": {"chars": 553, "bytes_utf8": 553, "lines": 1, "estimated_tokens": 149}, "usage": {"input_tokens": 22721, "cached_input_tokens": 21888, "output_tokens": 257}, "stderr_preview": "2026-05-04T08:28:55.817884Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:28:58.265637Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=previous.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "previous", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b38f8d1adc369dbe2d4fa42407786fefbdf710de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=previous.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "previous", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"previous\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"previous\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"y\",\n \"previous_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"previous_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69f5c87289ba325573f3fdb4ac5b6bf9402e1e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22c-5cf6-7870-ab4c-64eac86b5cf8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"previous\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"previous\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"previous_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"previous_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based discrete 90th percentile approximation per group on \\\"previous\\\", casting the TEXT column to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22637,"cached_input_tokens":21888,"output_tokens":411}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..478c736acae11188d2548b4673e03cd308af3351 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"previous\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"previous\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"y\",\n \"previous_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"previous_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based discrete 90th percentile approximation per group on \"previous\", casting the TEXT column to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea634ffecf5e53bccea1fee2c89e498dbedfc27a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22c-9bed-7270-8ffc-7abef14d25cc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"previous\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"previous\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"previous_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"previous_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the SQLite error by replacing CEIL(0.9 * cnt) with CAST(((9 * cnt) + 9) / 10 AS INTEGER), which computes the same ceiling rank for the 0.9 percentile using SQLite-compatible arithmetic.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22880,"cached_input_tokens":21888,"output_tokens":474}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a359b85516f7eec650a877551a50d2171a5aa50e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"previous\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"y\",\n \"previous_value\",\n \"rn\",\n \"cnt\",\n CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"previous_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Repaired the SQLite error by replacing CEIL(0.9 * cnt) with CAST(((9 * cnt) + 9) / 10 AS INTEGER), which computes the same ceiling rank for the 0.9 percentile using SQLite-compatible arithmetic."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b65dc08c458199077f6ccabc2c2c85e2a5a5dbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:48:06.998478Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:48:09.397145Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:48:21.992590Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..07e7ceebcf68f0723b4792e977de0160a73a958c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:48:23.106559Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:48:25.448035Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:48:39.035822Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..36b9276db4ff92f5464d33296b51f30b0b8a4700 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=previous. +Result preview: [{"y": "yes", "percentile_measure": 4.0}, {"y": "no", "percentile_measure": 2.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1b6bf239a376aa58277f5cb4da2d00dc290290c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/generated_sql.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_ff1c9abd3d414c74 +-- problem_id: v2p_m8_8dbc2d9ce0fb90d2 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("previous" AS REAL) AS "previous_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("previous" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "m8" + WHERE "previous" IS NOT NULL +), +"picked" AS ( + SELECT + "y", + "previous_value", + "rn", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "y", + "previous_value" AS "percentile_measure" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a8876abe5a4883bbd67ec0d80068e862ef77e22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"previous\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"y\",\n \"previous_value\",\n \"rn\",\n \"cnt\",\n CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"previous_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"previous\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"previous\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"previous_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"previous_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"yes\", \"percentile_measure\": 4.0}, {\"y\": \"no\", \"percentile_measure\": 2.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 153.14}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ad44f3466a03d23a4f97c5dcc9385ea1595140e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "m8", + "started_at": "2026-05-04T08:48:06.736080+00:00", + "ended_at": "2026-05-04T08:48:40.123001+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_ff1c9abd3d414c74", + "problem_id": "v2p_m8_8dbc2d9ce0fb90d2", + "dataset_id": "m8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=previous.", + "bindings": { + "group_col": "y", + "measure_col": "previous", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=104" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\sql\\v2q_m8_ff1c9abd3d414c74.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_ff1c9abd3d414c74", + "api_calls": 0, + "input_tokens": 45517, + "cached_input_tokens": 43776, + "output_tokens": 885, + "total_tokens": 46402, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5335, + "estimated_output_tokens": 525, + "estimated_total_tokens": 5860, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33177.86, + "sql_execution_elapsed_ms_total": 153.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\m8\\artifacts\\v2q_m8_ff1c9abd3d414c74\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea6b46edb6845fc127d1019a88626727c7d2e3e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/artifacts/v2q_m8_ff1c9abd3d414c74/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:48:22.864110+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16101.44, "started_at": "2026-05-04T08:48:06.744178+00:00", "ended_at": "2026-05-04T08:48:22.840459+00:00", "prompt_metrics": {"chars": 9124, "bytes_utf8": 9124, "lines": 300, "estimated_tokens": 2546}, "response_metrics": {"chars": 859, "bytes_utf8": 859, "lines": 1, "estimated_tokens": 250}, "usage": {"input_tokens": 22637, "cached_input_tokens": 21888, "output_tokens": 411}, "stderr_preview": "2026-05-04T08:48:06.998478Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:48:09.397145Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_07b5d670671f42eb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_07b5d670671f42eb.sql new file mode 100644 index 0000000000000000000000000000000000000000..2abbb7ae99e853692c336c6da28622239984a51a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_07b5d670671f42eb.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_07b5d670671f42eb +-- problem_id: v2p_m8_68a3f1f68fc4ec9e +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", SUM(CAST("previous" AS NUMERIC)) AS total_measure +FROM "m8" +GROUP BY "housing" +HAVING SUM(CAST("previous" AS NUMERIC)) > 0.0 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_07cc6accc9d1836e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_07cc6accc9d1836e.sql new file mode 100644 index 0000000000000000000000000000000000000000..69d3dfe8b1aa04ee9b4c8553e1fb3582f63a33c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_07cc6accc9d1836e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_07cc6accc9d1836e +-- problem_id: v2p_m8_e22b97273e088e06 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", "previous", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "marital", "previous" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_0aa43151f17813aa.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_0aa43151f17813aa.sql new file mode 100644 index 0000000000000000000000000000000000000000..301b6f86f03a7dbedeb0b6742a979bd3160b0fc0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_0aa43151f17813aa.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m8_0aa43151f17813aa +-- problem_id: v2p_m8_0022c68867f3cf7c +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS row_count +FROM "m8" +GROUP BY "housing" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_0aa8f208d2661388.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_0aa8f208d2661388.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab335568371002a7fa0bd7071ef2cb225d054209 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_0aa8f208d2661388.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m8_0aa8f208d2661388 +-- problem_id: v2p_m8_4e8d55c9c30da20b +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "campaign" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "campaign" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_0b551c560f03540a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_0b551c560f03540a.sql new file mode 100644 index 0000000000000000000000000000000000000000..f69f3bb7c0851dddbaa227de3c35e4242029e622 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_0b551c560f03540a.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_0b551c560f03540a +-- problem_id: v2p_m8_d23e1a7429b1178f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "loan" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "loan" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_0e68d0c921655836.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_0e68d0c921655836.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce05ffeb1cc13d626eb2fec13f47a226c5a7d9f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_0e68d0c921655836.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_0e68d0c921655836 +-- problem_id: v2p_m8_0988285421062b1e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "age", + COUNT(*) AS support, + AVG("duration") AS avg_response +FROM "m8" +GROUP BY "age" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_0fdc5ba9c1af10a0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_0fdc5ba9c1af10a0.sql new file mode 100644 index 0000000000000000000000000000000000000000..a350d21b9bebb15e6b8f11ed7daa37b6e4552d03 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_0fdc5ba9c1af10a0.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_0fdc5ba9c1af10a0 +-- problem_id: v2p_m8_3635521be70b1b0b +-- realization_mode: agent +-- source_kind: agent +SELECT "pdays", + AVG(CASE WHEN "marital" = 'married' THEN 1.0 ELSE 0.0 END) AS "condition_rate" +FROM "m8" +GROUP BY "pdays" +HAVING COUNT(*) >= 5 +ORDER BY "condition_rate" DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_106b2d209992604a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_106b2d209992604a.sql new file mode 100644 index 0000000000000000000000000000000000000000..43d298436f35b59d45fc1984d73a45867a4e25fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_106b2d209992604a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_106b2d209992604a +-- problem_id: v2p_m8_420a0112d55ed59e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pdays", + COUNT(*) AS support, + AVG("duration") AS avg_response +FROM "m8" +GROUP BY "pdays" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_127e4772c8b0e90f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_127e4772c8b0e90f.sql new file mode 100644 index 0000000000000000000000000000000000000000..81472a8311a1e7441ed508c5ebbe5dc27c66ded3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_127e4772c8b0e90f.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_127e4772c8b0e90f +-- problem_id: v2p_m8_b66f1ae2939c30b3 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", SUM(CAST("duration" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "marital" +HAVING SUM(CAST("duration" AS REAL)) > 254.0 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_1299c906264ea84a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_1299c906264ea84a.sql new file mode 100644 index 0000000000000000000000000000000000000000..7b16629388a1b9b7466f1ae82dd33a35cce8feff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_1299c906264ea84a.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_1299c906264ea84a +-- problem_id: v2p_m8_a8108cc57c6a294c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "campaign", + CAST("day" AS REAL) AS "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "campaign" + ORDER BY CAST("day" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "campaign" + ) AS "cnt" + FROM "m8" +), +"picked" AS ( + SELECT + "campaign", + "day_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST(((9 * "cnt") + 9) / 10 AS INTEGER) +) +SELECT + "campaign", + "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_1326664ae3baa833.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_1326664ae3baa833.sql new file mode 100644 index 0000000000000000000000000000000000000000..0ba7113f0c2899b22048c2e14783b2d4af562583 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_1326664ae3baa833.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_1326664ae3baa833 +-- problem_id: v2p_m8_b479fd3683314786 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "month", + CAST("age" AS REAL) AS "age_value" + FROM "m8" + WHERE "loan" = 'no' +), +"ranked" AS ( + SELECT + "month", + "age_value", + ROW_NUMBER() OVER (PARTITION BY "month" ORDER BY "age_value") AS "rn", + COUNT(*) OVER (PARTITION BY "month") AS "cnt" + FROM "filtered" +) +SELECT + "month", + "age_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((0.95 * "cnt") AS INTEGER) + ((0.95 * "cnt") > CAST((0.95 * "cnt") AS INTEGER)) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_136c7de11efe6afc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_136c7de11efe6afc.sql new file mode 100644 index 0000000000000000000000000000000000000000..484dffa2056b8153bd737cb89166db92be398c78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_136c7de11efe6afc.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_136c7de11efe6afc +-- problem_id: v2p_m8_fac668e431c6a6b7 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS support +FROM "m8" +WHERE "education" = 'secondary' +GROUP BY "housing" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_138d71a92d067c4a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_138d71a92d067c4a.sql new file mode 100644 index 0000000000000000000000000000000000000000..6a422bd3ade5feda277cc0ac8ad11ac716b8de25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_138d71a92d067c4a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_138d71a92d067c4a +-- problem_id: v2p_m8_d88b435dba1b9afe +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "balance", + COUNT(*) AS support, + AVG("age") AS avg_response +FROM "m8" +GROUP BY "balance" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_1426fde6a3787f23.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_1426fde6a3787f23.sql new file mode 100644 index 0000000000000000000000000000000000000000..486a50d73fe6ecfb23867efcfcf8201977e005ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_1426fde6a3787f23.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m8_1426fde6a3787f23 +-- problem_id: v2p_m8_d81b539c2ed29a2e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "marital" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "marital" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_143cd170c16deca8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_143cd170c16deca8.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b3ada193ffedd7a74d14a6df71999a0e1d9c52f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_143cd170c16deca8.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_143cd170c16deca8 +-- problem_id: v2p_m8_8f8c8bb7389ed894 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "campaign" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "campaign" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_16eb49b1fb46d0f5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_16eb49b1fb46d0f5.sql new file mode 100644 index 0000000000000000000000000000000000000000..2895f7efba53fa8112b5a9d431569ce25ac4dc10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_16eb49b1fb46d0f5.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_16eb49b1fb46d0f5 +-- problem_id: v2p_m8_fd4a86e8c13c1a0e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "previous", + COUNT(*) AS support, + AVG("balance") AS avg_response +FROM "m8" +GROUP BY "previous" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_17c4843a1defee5c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_17c4843a1defee5c.sql new file mode 100644 index 0000000000000000000000000000000000000000..fdcef790e914953e39d77e80f39aa3de8fcb7f61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_17c4843a1defee5c.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_17c4843a1defee5c +-- problem_id: v2p_m8_227591c8f29d901d +-- realization_mode: agent +-- source_kind: agent +WITH "all_groups" AS ( + SELECT DISTINCT "marital" + FROM "m8" +), +"filtered" AS ( + SELECT + "marital", + CAST("balance" AS REAL) AS "balance_num" + FROM "m8" + WHERE "loan" = 'yes' +), +"ranked" AS ( + SELECT + "marital", + "balance_num", + ROW_NUMBER() OVER ( + PARTITION BY "marital" + ORDER BY "balance_num" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "marital" + ) AS "cnt" + FROM "filtered" +) +SELECT + g."marital", + r."balance_num" AS "conditional_percentile" +FROM "all_groups" AS g +LEFT JOIN "ranked" AS r + ON g."marital" = r."marital" + AND r."rn" = ((9 * r."cnt") / 10) + CASE WHEN (9 * r."cnt") % 10 = 0 THEN 0 ELSE 1 END +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_1cb020d863916d4d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_1cb020d863916d4d.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f1ebe6d7ca1f1eb92964aa80721ea5315587293 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_1cb020d863916d4d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_1cb020d863916d4d +-- problem_id: v2p_m8_4d9d611f9f05a497 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "loan", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "education", "loan" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_1d86cc84e90a54bd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_1d86cc84e90a54bd.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f4642ac7551c637ed5e221468be68f5235c49ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_1d86cc84e90a54bd.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_1d86cc84e90a54bd +-- problem_id: v2p_m8_2b5caada3f13a1df +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "campaign", + CAST("day" AS REAL) AS "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "campaign" + ORDER BY CAST("day" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "campaign" + ) AS "cnt" + FROM "m8" + WHERE "campaign" IS NOT NULL + AND "day" IS NOT NULL +), +"target_rank" AS ( + SELECT + "campaign", + "day_value", + "cnt", + CAST(0.95 * "cnt" AS INTEGER) + CASE + WHEN 0.95 * "cnt" > CAST(0.95 * "cnt" AS INTEGER) THEN 1 + ELSE 0 + END AS "p95_rank", + "rn" + FROM "ranked" +) +SELECT + "campaign", + "day_value" AS "percentile_measure" +FROM "target_rank" +WHERE "rn" = "p95_rank" + AND "cnt" >= 5 +ORDER BY "percentile_measure" DESC, "campaign"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_1de98a0254a64e85.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_1de98a0254a64e85.sql new file mode 100644 index 0000000000000000000000000000000000000000..f8cc64253be71eaed3624ef9b87edfeef6446049 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_1de98a0254a64e85.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_1de98a0254a64e85 +-- problem_id: v2p_m8_bd731c3ee0dc0015 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "balance", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "m8" +GROUP BY "balance" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_1e683b77b9b466fc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_1e683b77b9b466fc.sql new file mode 100644 index 0000000000000000000000000000000000000000..02bf9086f67d92e5dc2eba7cd0aef9fa7dbfa3a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_1e683b77b9b466fc.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_1e683b77b9b466fc +-- problem_id: v2p_m8_dbd87277fe3d4e38 +-- realization_mode: agent +-- source_kind: agent +SELECT "default", SUM(CAST("pdays" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "default" +HAVING SUM(CAST("pdays" AS REAL)) > -1.0 +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_2074f09936d57c4b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_2074f09936d57c4b.sql new file mode 100644 index 0000000000000000000000000000000000000000..1804c64c9d86fac7dac821c7a27d28390990a52e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_2074f09936d57c4b.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_2074f09936d57c4b +-- problem_id: v2p_m8_8e5f46b1a63dd3f7 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "poutcome", + CAST("campaign" AS REAL) AS "campaign_value" + FROM "m8" + WHERE "marital" = 'married' + AND "campaign" IS NOT NULL +), "ranked" AS ( + SELECT + "poutcome", + "campaign_value", + ROW_NUMBER() OVER (PARTITION BY "poutcome" ORDER BY "campaign_value") AS "rn", + COUNT(*) OVER (PARTITION BY "poutcome") AS "cnt" + FROM "filtered" +) +SELECT + "poutcome", + MIN("campaign_value") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST(0.95 * "cnt" + 0.999999 AS INTEGER) +GROUP BY "poutcome" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_20bafd53166d11bd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_20bafd53166d11bd.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e3962b7d822552de0afd436ec754a29558c9999 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_20bafd53166d11bd.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_20bafd53166d11bd +-- problem_id: v2p_m8_4d1a1f90409a75b9 +-- realization_mode: agent +-- source_kind: agent +SELECT "contact", "previous", + SUM(CAST("pdays" AS REAL)) AS total_measure, + SUM(CAST("pdays" AS REAL)) * 100.0 / SUM(SUM(CAST("pdays" AS REAL))) OVER (PARTITION BY "contact") AS share_within_group +FROM "m8" +GROUP BY "contact", "previous" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_20c297e84dea98bd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_20c297e84dea98bd.sql new file mode 100644 index 0000000000000000000000000000000000000000..08fadd22ca64221bb6ccfb5026855fa400228868 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_20c297e84dea98bd.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m8_20c297e84dea98bd +-- problem_id: v2p_m8_21c790b8c67a41a8 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT "campaign", + NTILE(10) OVER (ORDER BY CAST("campaign" AS INTEGER) DESC) AS "tail_bucket" + FROM "m8" +) +SELECT "campaign" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("campaign" AS INTEGER) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_22d4c4ebfb211258.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_22d4c4ebfb211258.sql new file mode 100644 index 0000000000000000000000000000000000000000..2695d7fbdc8be2e75c9ce881e2d15594f111fa5f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_22d4c4ebfb211258.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m8_22d4c4ebfb211258 +-- problem_id: v2p_m8_3efee06d505927b2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "education", + COUNT(*) AS "support" +FROM "m8" +GROUP BY "marital", "education" +ORDER BY "support" ASC, "marital", "education" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_2365c81b8c9f3931.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_2365c81b8c9f3931.sql new file mode 100644 index 0000000000000000000000000000000000000000..aec48a159404d8219037636e1c46cf6fafa5da89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_2365c81b8c9f3931.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_2365c81b8c9f3931 +-- problem_id: v2p_m8_95137ee61c700530 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", SUM(CAST("duration" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "marital" +HAVING SUM(CAST("duration" AS REAL)) > 319.0 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_236c90ffcc3cea4e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_236c90ffcc3cea4e.sql new file mode 100644 index 0000000000000000000000000000000000000000..771edece7c81830bfbc98e7c57aa6ca3893df43f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_236c90ffcc3cea4e.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_236c90ffcc3cea4e +-- problem_id: v2p_m8_ab0c5a4059bcd69a +-- realization_mode: agent +-- source_kind: agent +SELECT "age", SUM(CAST("balance" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "age" +HAVING SUM(CAST("balance" AS REAL)) > 1428.0 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_2834a15532069276.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_2834a15532069276.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a00addd0497c66c26a9675a0ae75b990f935d8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_2834a15532069276.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_2834a15532069276 +-- problem_id: v2p_m8_a8ba12798aec2158 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", SUM(CAST("campaign" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "education" +HAVING SUM(CAST("campaign" AS REAL)) > 3.0 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_28fc77aa174f36cf.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_28fc77aa174f36cf.sql new file mode 100644 index 0000000000000000000000000000000000000000..269d50a28113499f14d3789034a7930c95b9d05e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_28fc77aa174f36cf.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m8_28fc77aa174f36cf +-- problem_id: v2p_m8_525ee013caf2d253 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "default" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "default" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_2c399862fdf22905.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_2c399862fdf22905.sql new file mode 100644 index 0000000000000000000000000000000000000000..0132c9ddc413f7330d9151229357b76780ffd004 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_2c399862fdf22905.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_2c399862fdf22905 +-- problem_id: v2p_m8_f173644f7cf4d27e +-- realization_mode: agent +-- source_kind: agent +SELECT "education", + AVG(CASE WHEN "marital" = 'single' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "education" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_2cdeba4dcb67005a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_2cdeba4dcb67005a.sql new file mode 100644 index 0000000000000000000000000000000000000000..5765ff77a75eb664b25b2355f59ea2da51547c1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_2cdeba4dcb67005a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_2cdeba4dcb67005a +-- problem_id: v2p_m8_6e7e05d1df5be61a +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", "duration", + SUM(CAST("day" AS REAL)) AS total_measure, + SUM(CAST("day" AS REAL)) * 100.0 / SUM(SUM(CAST("day" AS REAL))) OVER (PARTITION BY "previous") AS share_within_group +FROM "m8" +GROUP BY "previous", "duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_2fc61b45715a70ad.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_2fc61b45715a70ad.sql new file mode 100644 index 0000000000000000000000000000000000000000..2571f3be85fbf282baa14ccfdf1f35bba7d2fd33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_2fc61b45715a70ad.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m8_2fc61b45715a70ad +-- problem_id: v2p_m8_ace12d69c2a32d15 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT "day", + NTILE(10) OVER (ORDER BY CAST("day" AS INTEGER) DESC) AS "tail_bucket" + FROM "m8" +) +SELECT "day" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("day" AS INTEGER) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_301188b0848a9cc4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_301188b0848a9cc4.sql new file mode 100644 index 0000000000000000000000000000000000000000..1657b3fe791dd3c3672c62fd7bcb04dd12db85f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_301188b0848a9cc4.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_301188b0848a9cc4 +-- problem_id: v2p_m8_ae9115bbd2625866 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "loan", + CAST("pdays" AS REAL) AS "pdays_num", + ROW_NUMBER() OVER ( + PARTITION BY "loan" + ORDER BY CAST("pdays" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "loan" + ) AS "cnt" + FROM "m8" +), +"targets" AS ( + SELECT + "loan", + "pdays_num", + "rn", + "cnt", + CAST((0.9 * "cnt") AS INT) + ((0.9 * "cnt") > CAST((0.9 * "cnt") AS INT)) AS "target_rn" + FROM "ranked" +) +SELECT + "loan", + "pdays_num" AS "percentile_measure" +FROM "targets" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_31b3f2507579e244.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_31b3f2507579e244.sql new file mode 100644 index 0000000000000000000000000000000000000000..9952f6fbdaf101d631f3aadfa36dde7f97d5b33e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_31b3f2507579e244.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_31b3f2507579e244 +-- problem_id: v2p_m8_2843a421e5bfb458 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", SUM(CAST("day" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "job" +HAVING SUM(CAST("day" AS REAL)) > 20.0 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_33bbbc6105fc9e1a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_33bbbc6105fc9e1a.sql new file mode 100644 index 0000000000000000000000000000000000000000..a7689e1f6335ad34a515af5883c15760712e17f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_33bbbc6105fc9e1a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_33bbbc6105fc9e1a +-- problem_id: v2p_m8_f70e3aba7afaf40e +-- realization_mode: agent +-- source_kind: agent +SELECT "day", SUM(CAST("day" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "day" +HAVING SUM(CAST("day" AS REAL)) > 20.0 +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_34acabb03f941cc8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_34acabb03f941cc8.sql new file mode 100644 index 0000000000000000000000000000000000000000..04f5be9916aab44fcaa2f4660520ec2cc037a9b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_34acabb03f941cc8.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_34acabb03f941cc8 +-- problem_id: v2p_m8_cb6bba780a868b96 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "age" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "age" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3601e81010d1b568.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3601e81010d1b568.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b69d510b721dbc4f0ebdcee3cf6a7b83b4fed8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3601e81010d1b568.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m8_3601e81010d1b568 +-- problem_id: v2p_m8_1d63e1e3e73e37b8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "contact", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "contact" +ORDER BY support ASC, "marital", "contact" +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_361c8d25466c762e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_361c8d25466c762e.sql new file mode 100644 index 0000000000000000000000000000000000000000..a1d6179a26f61c79d6041f24f0b9c9b9e2337666 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_361c8d25466c762e.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_361c8d25466c762e +-- problem_id: v2p_m8_6842ce0e1458d757 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "m8" +WHERE CAST("previous" AS REAL) >= 0.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_37f538320388e9f8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_37f538320388e9f8.sql new file mode 100644 index 0000000000000000000000000000000000000000..db6925c38b20bac24e9814fe8835320a9a9c81ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_37f538320388e9f8.sql @@ -0,0 +1,49 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_37f538320388e9f8 +-- problem_id: v2p_m8_708ca740deb755e2 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "previous", + CAST("duration" AS REAL) AS "duration_value" + FROM "m8" + WHERE "y" = 'no' +), +"ranked" AS ( + SELECT + "previous", + "duration_value", + ROW_NUMBER() OVER ( + PARTITION BY "previous" + ORDER BY "duration_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "previous" + ) AS "cnt" + FROM "filtered" +), +"chosen" AS ( + SELECT + "previous", + MIN("rn") AS "target_rn" + FROM "ranked" + WHERE 1.0 * "rn" / "cnt" >= 0.9 + GROUP BY "previous" +) +SELECT + r."previous", + r."duration_value" AS "conditional_percentile" +FROM "ranked" AS r +JOIN "chosen" AS c + ON r."previous" = c."previous" + AND r."rn" = c."target_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_39657a1a74ca2360.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_39657a1a74ca2360.sql new file mode 100644 index 0000000000000000000000000000000000000000..ddad6707797e3d2da01aebc5a5b03748201528bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_39657a1a74ca2360.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m8_39657a1a74ca2360 +-- problem_id: v2p_m8_dcbe47d67e76d620 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", COUNT(*) AS row_count +FROM "m8" +GROUP BY "job" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3965b3e92db4d759.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3965b3e92db4d759.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8cd57d747e997ce890b69a83e9937d46a80ed31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3965b3e92db4d759.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m8_3965b3e92db4d759 +-- problem_id: v2p_m8_e02fd23ed6cdbb91 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "housing", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "housing" +ORDER BY support ASC, "marital", "housing" +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_39d9e22b8dcb347e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_39d9e22b8dcb347e.sql new file mode 100644 index 0000000000000000000000000000000000000000..f7c8aafbe117c557cea38ebabc20c1fa748d8e9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_39d9e22b8dcb347e.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_39d9e22b8dcb347e +-- problem_id: v2p_m8_a5fe6c861a75129c +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "y", + CAST("pdays" AS REAL) AS "measure_value" + FROM "m8" + WHERE "education" = 'secondary' + AND "pdays" IS NOT NULL +), "ranked" AS ( + SELECT + "y", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY "measure_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "y" + ) AS "cnt" + FROM "filtered" +) +SELECT + "y", + "measure_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3a0dc53c422de09c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3a0dc53c422de09c.sql new file mode 100644 index 0000000000000000000000000000000000000000..aaea3504254ab7ccd7f0294f8db075e75713533d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3a0dc53c422de09c.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_3a0dc53c422de09c +-- problem_id: v2p_m8_a787beb05fe7ab9a +-- realization_mode: agent +-- source_kind: agent +SELECT "job", SUM(CAST("day" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "job" +HAVING SUM(CAST("day" AS REAL)) > 21.0 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3a18bbf0a28da91e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3a18bbf0a28da91e.sql new file mode 100644 index 0000000000000000000000000000000000000000..916669121e501c9fe992c4534862a9c5217931af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3a18bbf0a28da91e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m8_3a18bbf0a28da91e +-- problem_id: v2p_m8_af682f517d070793 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "month", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "month" +ORDER BY support ASC, "marital", "month" +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3b818a84b46df65e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3b818a84b46df65e.sql new file mode 100644 index 0000000000000000000000000000000000000000..8a8c50c9c5c85ad8396b3e31453a3e13e93fa39f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3b818a84b46df65e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_3b818a84b46df65e +-- problem_id: v2p_m8_be4c3afe59575363 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pdays", + COUNT(*) AS support, + AVG("age") AS avg_response +FROM "m8" +GROUP BY "pdays" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3c13344c8c01856b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3c13344c8c01856b.sql new file mode 100644 index 0000000000000000000000000000000000000000..9450edbd57380beb97a6256e083300bdf4863c76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3c13344c8c01856b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_3c13344c8c01856b +-- problem_id: v2p_m8_773bb209180934b8 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "day", + SUM(CAST("balance" AS REAL)) AS total_measure, + SUM(CAST("balance" AS REAL)) * 100.0 / SUM(SUM(CAST("balance" AS REAL))) OVER (PARTITION BY "education") AS share_within_group +FROM "m8" +GROUP BY "education", "day" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3c6ba061591576e6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3c6ba061591576e6.sql new file mode 100644 index 0000000000000000000000000000000000000000..ebe25f4c3cb5a2f4e9e4fc97754050955ea194fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3c6ba061591576e6.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_3c6ba061591576e6 +-- problem_id: v2p_m8_b08f262a3a19517e +-- realization_mode: agent +-- source_kind: agent +SELECT "loan", + AVG(CASE WHEN "housing" = 'no' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "loan" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3de9c0b34b6815e1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3de9c0b34b6815e1.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f45fc29e8fff6a002e5107bc389d7d1e13de306 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3de9c0b34b6815e1.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_3de9c0b34b6815e1 +-- problem_id: v2p_m8_0e604f8a09203a7f +-- realization_mode: agent +-- source_kind: agent +SELECT "age", COUNT(*) AS support +FROM "m8" +WHERE "poutcome" = 'success' +GROUP BY "age" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3f56cf4739893b58.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3f56cf4739893b58.sql new file mode 100644 index 0000000000000000000000000000000000000000..83d5a98431aad91b2bab24aad7844202e1bdca1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3f56cf4739893b58.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m8_3f56cf4739893b58 +-- problem_id: v2p_m8_bcf0be984d0e26e2 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "y", COUNT(*) AS row_count +FROM "m8" +WHERE CAST("age" AS REAL) >= 48.0 +GROUP BY "housing", "y" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3ff715411e9da943.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3ff715411e9da943.sql new file mode 100644 index 0000000000000000000000000000000000000000..956cf61b0d01c7530b70d920a627ddeef9bc24a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_3ff715411e9da943.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m8_3ff715411e9da943 +-- problem_id: v2p_m8_14b3cc7800b08395 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "y" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "y" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_403fc9cab18b8fe4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_403fc9cab18b8fe4.sql new file mode 100644 index 0000000000000000000000000000000000000000..09751272943615327ec44fd017271ea52730d521 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_403fc9cab18b8fe4.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m8_403fc9cab18b8fe4 +-- problem_id: v2p_m8_cf7f4d55e50854be +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "job" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "job" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_404b3c4b6e2323fe.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_404b3c4b6e2323fe.sql new file mode 100644 index 0000000000000000000000000000000000000000..1c9e1997e36861e1ccf77ce467bd183c73835f44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_404b3c4b6e2323fe.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_404b3c4b6e2323fe +-- problem_id: v2p_m8_749c9a9ce99c3cfb +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "month", + CAST("age" AS REAL) AS "age_num" + FROM "m8" + WHERE "loan" = 'yes' + AND "age" IS NOT NULL +), +"ranked" AS ( + SELECT + "month", + "age_num", + ROW_NUMBER() OVER (PARTITION BY "month" ORDER BY "age_num") AS "rn", + COUNT(*) OVER (PARTITION BY "month") AS "cnt" + FROM "filtered" +) +SELECT + "month", + "age_num" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INT) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_40ebffe752659179.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_40ebffe752659179.sql new file mode 100644 index 0000000000000000000000000000000000000000..8c50bf5519202dbbc32dfc86a8d4446f9cfc56d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_40ebffe752659179.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_40ebffe752659179 +-- problem_id: v2p_m8_0af016463221b0da +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "pdays", + CAST("day" AS REAL) AS "day_value" + FROM "m8" + WHERE "poutcome" = 'failure' +), +"ranked" AS ( + SELECT + "pdays", + "day_value", + ROW_NUMBER() OVER (PARTITION BY "pdays" ORDER BY "day_value") AS "rn", + COUNT(*) OVER (PARTITION BY "pdays") AS "cnt" + FROM "filtered" +) +SELECT + "pdays", + "day_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = (("cnt" * 9) + 9) / 10 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_41461832ad73d49f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_41461832ad73d49f.sql new file mode 100644 index 0000000000000000000000000000000000000000..251cefa6812e9b4f711929c8de65949e5b9895bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_41461832ad73d49f.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m8_41461832ad73d49f +-- problem_id: v2p_m8_da0c63d373d591ed +-- realization_mode: agent +-- source_kind: agent +SELECT "age", COUNT(*) AS row_count +FROM "m8" +GROUP BY "age" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_419d0fb3b08f6a02.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_419d0fb3b08f6a02.sql new file mode 100644 index 0000000000000000000000000000000000000000..d601dac022b255f575fc7292c85f60658a45c88b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_419d0fb3b08f6a02.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_419d0fb3b08f6a02 +-- problem_id: v2p_m8_efe908b66bfe3daf +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "housing", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m8" +GROUP BY "education", "housing" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4290e35320a2bdc9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4290e35320a2bdc9.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed7b4ade43029628c4c04bc980aae1cfd8919fdc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4290e35320a2bdc9.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_4290e35320a2bdc9 +-- problem_id: v2p_m8_ebabf9fc7800d7c7 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "contact", + CAST("previous" AS REAL) AS "previous_value", + ROW_NUMBER() OVER ( + PARTITION BY "contact" + ORDER BY CAST("previous" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "contact") AS "cnt" + FROM "m8" +), +"picked" AS ( + SELECT + "contact", + "previous_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "contact" + ORDER BY "rn" + ) AS "pick_rn" + FROM "ranked" + WHERE "rn" >= CEIL(0.95 * "cnt") +) +SELECT + "contact", + "percentile_measure" +FROM "picked" +WHERE "pick_rn" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_42e846dbcfe51241.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_42e846dbcfe51241.sql new file mode 100644 index 0000000000000000000000000000000000000000..d1d2723aed0d91deed649242020c937a2d9934c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_42e846dbcfe51241.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_42e846dbcfe51241 +-- problem_id: v2p_m8_941f0ea274ab50f8 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "housing", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "education", "housing" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4348ee16348b1ec5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4348ee16348b1ec5.sql new file mode 100644 index 0000000000000000000000000000000000000000..644ed43cfe9b0a2547007d5ca06be375262eba18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4348ee16348b1ec5.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_4348ee16348b1ec5 +-- problem_id: v2p_m8_a9a8b09fb5c8b746 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "loan", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m8" +GROUP BY "education", "loan" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_434a63596f6d5f3a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_434a63596f6d5f3a.sql new file mode 100644 index 0000000000000000000000000000000000000000..668a6c94d3b9f30a9e244314431836f8eed15bba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_434a63596f6d5f3a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m8_434a63596f6d5f3a +-- problem_id: v2p_m8_1c978c411359c90d +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "poutcome", COUNT(*) AS "row_count" +FROM "m8" +WHERE "y" = 'yes' +GROUP BY "housing", "poutcome" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4419d779d78d772c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4419d779d78d772c.sql new file mode 100644 index 0000000000000000000000000000000000000000..6bc2a80dcb3f13b29426a8cfad7c23bf2ff45df1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4419d779d78d772c.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_4419d779d78d772c +-- problem_id: v2p_m8_8ee5e8f0f41506e2 +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", COUNT(*) AS "support" +FROM "m8" +WHERE CAST("pdays" AS REAL) >= -1.0 +GROUP BY "poutcome" +ORDER BY "support" DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_490b3aa304a60c42.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_490b3aa304a60c42.sql new file mode 100644 index 0000000000000000000000000000000000000000..484e4f7673185789eaaa57da1b5dc11fc8650c6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_490b3aa304a60c42.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_490b3aa304a60c42 +-- problem_id: v2p_m8_5a9416cfba84bbb2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "contact" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "contact" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_49a7f6d69776c908.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_49a7f6d69776c908.sql new file mode 100644 index 0000000000000000000000000000000000000000..28eb18c8d81e2c4d5d106572dd5f05f2658c8769 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_49a7f6d69776c908.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_49a7f6d69776c908 +-- problem_id: v2p_m8_6b9c869f9c707de7 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "education", + CAST("day" AS REAL) AS "day_value" + FROM "m8" + WHERE "contact" = 'cellular' +), +"ranked" AS ( + SELECT + "education", + "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "education" + ORDER BY "day_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "education" + ) AS "cnt" + FROM "filtered" +) +SELECT + "education", + "day_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((("cnt" * 9) + 9) / 10 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4be75d5156b56ded.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4be75d5156b56ded.sql new file mode 100644 index 0000000000000000000000000000000000000000..2df52e23254b219c0eb17f117e4ed683bd682494 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4be75d5156b56ded.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_4be75d5156b56ded +-- problem_id: v2p_m8_35c7668052b1061c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "contact", + CAST("previous" AS REAL) AS "previous_value", + ROW_NUMBER() OVER ( + PARTITION BY "contact" + ORDER BY CAST("previous" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "contact" + ) AS "cnt" + FROM "m8" +), +"thresholded" AS ( + SELECT + "contact", + "previous_value", + "rn", + "cnt", + CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) AS "pct_rank" + FROM "ranked" +) +SELECT + "contact", + MIN("previous_value") AS "percentile_measure" +FROM "thresholded" +WHERE "rn" >= "pct_rank" +GROUP BY "contact" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4c6ecd545dac872a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4c6ecd545dac872a.sql new file mode 100644 index 0000000000000000000000000000000000000000..9df473bf34f483c9bcec4d4bd9266621699caa48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4c6ecd545dac872a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_4c6ecd545dac872a +-- problem_id: v2p_m8_e5243ddb919d12f7 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "m8" +WHERE "job" = 'technician' +GROUP BY "y" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4c95815da2f125ab.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4c95815da2f125ab.sql new file mode 100644 index 0000000000000000000000000000000000000000..48a4efb773b1cbd5dc4386019764e1985ce971d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4c95815da2f125ab.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_4c95815da2f125ab +-- problem_id: v2p_m8_d465c91c36225e57 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "poutcome", + CAST("pdays" AS REAL) AS "pdays_num", + ROW_NUMBER() OVER ( + PARTITION BY "poutcome" + ORDER BY CAST("pdays" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "poutcome" + ) AS "cnt" + FROM "m8" +), +"thresholded" AS ( + SELECT + "poutcome", + "pdays_num", + "rn", + "cnt", + CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "poutcome", + MIN("pdays_num") AS "percentile_measure" +FROM "thresholded" +WHERE "rn" >= "target_rn" +GROUP BY "poutcome" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4d8ce9c8fbc40891.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4d8ce9c8fbc40891.sql new file mode 100644 index 0000000000000000000000000000000000000000..1913060436faeb10471479c16f1d83a9cfde307f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4d8ce9c8fbc40891.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_4d8ce9c8fbc40891 +-- problem_id: v2p_m8_18e4f5059992dac7 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", + AVG(CASE WHEN "default" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "housing" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4e9b30be950ca61e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4e9b30be950ca61e.sql new file mode 100644 index 0000000000000000000000000000000000000000..a3d56ba93b5bf12880a6351a5ce3d8f6f7a6b9a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4e9b30be950ca61e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_4e9b30be950ca61e +-- problem_id: v2p_m8_cfa594e421626f85 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "duration", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "m8" +GROUP BY "duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4f1b26013e6c415a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4f1b26013e6c415a.sql new file mode 100644 index 0000000000000000000000000000000000000000..0411a799c614c37f07ae53f20f1b5885cfe05e0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4f1b26013e6c415a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_4f1b26013e6c415a +-- problem_id: v2p_m8_4b578ce4db87e481 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", SUM(CAST("balance" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "age" +HAVING SUM(CAST("balance" AS REAL)) > 927.6 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4f80a5990a468a89.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4f80a5990a468a89.sql new file mode 100644 index 0000000000000000000000000000000000000000..c61ec4cdb19f40a39fa170d53900c29912653559 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4f80a5990a468a89.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_4f80a5990a468a89 +-- problem_id: v2p_m8_5dc5aabdf1d7581d +-- realization_mode: agent +-- source_kind: agent +SELECT "age", COUNT(*) AS support +FROM "m8" +WHERE "marital" = 'single' +GROUP BY "age" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4fb129cc88c0b762.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4fb129cc88c0b762.sql new file mode 100644 index 0000000000000000000000000000000000000000..e31898023014d384a9c0d57b5c15202867f9cb95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4fb129cc88c0b762.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_4fb129cc88c0b762 +-- problem_id: v2p_m8_e13ae95f49e3d48e +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "month", + CAST("balance" AS REAL) AS "balance_num", + ROW_NUMBER() OVER ( + PARTITION BY "month" + ORDER BY CAST("balance" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "month") AS "cnt" + FROM "m8" +), +"percentiles" AS ( + SELECT + "month", + MIN("balance_num") AS "percentile_measure" + FROM "ranked" + WHERE "rn" >= CAST((("cnt" * 9) + 9) / 10 AS INTEGER) + GROUP BY "month" +) +SELECT + "month", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4fb9f83550b782de.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4fb9f83550b782de.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a0ef3afd684a28312f261a6e15318660e3c9dad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_4fb9f83550b782de.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_4fb9f83550b782de +-- problem_id: v2p_m8_b105f3eb70a52faf +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "campaign", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "education", "campaign" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_50dff295dcc6d80d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_50dff295dcc6d80d.sql new file mode 100644 index 0000000000000000000000000000000000000000..95bc23505cb6517d48cb5baf088121838bec2e6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_50dff295dcc6d80d.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m8_50dff295dcc6d80d +-- problem_id: v2p_m8_6982cf3fe32d860e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "previous" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "previous" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_50fbd56ffcb8c6b7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_50fbd56ffcb8c6b7.sql new file mode 100644 index 0000000000000000000000000000000000000000..f2b8566fbb807750bd8dfca3d70d24e1b7be3ef9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_50fbd56ffcb8c6b7.sql @@ -0,0 +1,72 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_50fbd56ffcb8c6b7 +-- problem_id: v2p_m8_9deab54b6f62f8ff +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "previous", + CAST("campaign" AS REAL) AS "campaign_value" + FROM "m8" + WHERE "previous" IS NOT NULL + AND "campaign" IS NOT NULL +), +"ranked" AS ( + SELECT + "previous", + "campaign_value", + ROW_NUMBER() OVER ( + PARTITION BY "previous" + ORDER BY "campaign_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "previous" + ) AS "cnt" + FROM "base" +), +"targets" AS ( + SELECT DISTINCT + "previous", + "cnt", + (1.0 + ("cnt" - 1) * 0.9) AS "target_pos", + CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + ("cnt" - 1) * 0.9) = CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + THEN CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + ELSE CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ranked" +), +"picked" AS ( + SELECT + t."previous", + t."target_pos", + t."lower_rn", + t."upper_rn", + MAX(CASE WHEN r."rn" = t."lower_rn" THEN r."campaign_value" END) AS "lower_value", + MAX(CASE WHEN r."rn" = t."upper_rn" THEN r."campaign_value" END) AS "upper_value" + FROM "targets" AS t + JOIN "ranked" AS r + ON r."previous" = t."previous" + GROUP BY + t."previous", + t."target_pos", + t."lower_rn", + t."upper_rn" +) +SELECT + "previous", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + ("target_pos" - "lower_rn") * ("upper_value" - "lower_value") + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_514399d6bc7ab14a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_514399d6bc7ab14a.sql new file mode 100644 index 0000000000000000000000000000000000000000..1bdd4ce3b4fa904e798816f2e5309175e4788e6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_514399d6bc7ab14a.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_514399d6bc7ab14a +-- problem_id: v2p_m8_ca27fbe2a47cdd60 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "job" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "job" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_51aa4aa90799f992.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_51aa4aa90799f992.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b0880aa5255b69bd4b6940d29a271e7afe1d038 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_51aa4aa90799f992.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_51aa4aa90799f992 +-- problem_id: v2p_m8_0db3ad1c9d7f3fdc +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", SUM(CAST("previous" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "housing" +HAVING SUM(CAST("previous" AS REAL)) > 0.0 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_52a4a5afa7e53369.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_52a4a5afa7e53369.sql new file mode 100644 index 0000000000000000000000000000000000000000..b83d60f5fef1d34ef476c1a2350214e231f54590 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_52a4a5afa7e53369.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_52a4a5afa7e53369 +-- problem_id: v2p_m8_1f721f10a23152fe +-- realization_mode: agent +-- source_kind: agent +SELECT "default", + AVG(CASE WHEN "education" = 'secondary' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "default" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_53caf6fb8b501a3d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_53caf6fb8b501a3d.sql new file mode 100644 index 0000000000000000000000000000000000000000..faaf42070a191218e57e223fc7decc6c60df5cfd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_53caf6fb8b501a3d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m8_53caf6fb8b501a3d +-- problem_id: v2p_m8_f16b6fec8f2dcb2c +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "loan", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "loan" +ORDER BY support ASC, "marital", "loan" +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_5429cc07f7bfe6d8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_5429cc07f7bfe6d8.sql new file mode 100644 index 0000000000000000000000000000000000000000..06d6cb823e0b4539882b886d126caec97151a3b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_5429cc07f7bfe6d8.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m8_5429cc07f7bfe6d8 +-- problem_id: v2p_m8_f668d9f98be5922a +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", COUNT(*) AS row_count +FROM "m8" +GROUP BY "marital" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_55892638d8f1fa11.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_55892638d8f1fa11.sql new file mode 100644 index 0000000000000000000000000000000000000000..fb5f69573c9a98283b71d11d5b83050f32c0a57c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_55892638d8f1fa11.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_55892638d8f1fa11 +-- problem_id: v2p_m8_2510457a03161b1a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "day", + COUNT(*) AS support, + AVG("age") AS avg_response +FROM "m8" +GROUP BY "day" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_577e7f0ed9b20769.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_577e7f0ed9b20769.sql new file mode 100644 index 0000000000000000000000000000000000000000..a1a7839d9cdb1365918b2f11793f05adc1f6f441 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_577e7f0ed9b20769.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m8_577e7f0ed9b20769 +-- problem_id: v2p_m8_adb2868a3ccabd68 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", COUNT(*) AS row_count +FROM "m8" +GROUP BY "education" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_57c50fb37b4390df.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_57c50fb37b4390df.sql new file mode 100644 index 0000000000000000000000000000000000000000..a09cffc06796bce591b8cc2b425874fa99ae8a90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_57c50fb37b4390df.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_57c50fb37b4390df +-- problem_id: v2p_m8_2ddef7bb7a0e7f7f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pdays", + COUNT(*) AS support, + AVG("balance") AS avg_response +FROM "m8" +GROUP BY "pdays" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_57fa0aadeb8aa8cd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_57fa0aadeb8aa8cd.sql new file mode 100644 index 0000000000000000000000000000000000000000..7db084f70f971132dbee678d3a801581f252ee95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_57fa0aadeb8aa8cd.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m8_57fa0aadeb8aa8cd +-- problem_id: v2p_m8_d9ed3b03b80a782a +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "month", COUNT(*) AS row_count +FROM "m8" +WHERE CAST("campaign" AS REAL) >= 3.0 +GROUP BY "housing", "month" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_5a93edf5bbb3a556.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_5a93edf5bbb3a556.sql new file mode 100644 index 0000000000000000000000000000000000000000..c73582ea2569a0f45dcd3327f1f6920ac2f39a87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_5a93edf5bbb3a556.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_5a93edf5bbb3a556 +-- problem_id: v2p_m8_049ea7dba6087d54 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "previous" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "previous" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_5de8b787d51c42fa.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_5de8b787d51c42fa.sql new file mode 100644 index 0000000000000000000000000000000000000000..f736e38bc29f91dd17a5a29668961a5291e0ae35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_5de8b787d51c42fa.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_5de8b787d51c42fa +-- problem_id: v2p_m8_67a17473636ea949 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", + AVG(CASE WHEN "default" = 'no' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m8" +GROUP BY "housing" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_5ed59386692e5b5c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_5ed59386692e5b5c.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d8333c21d5e8bc3f6e1ff7cca4125f1446582c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_5ed59386692e5b5c.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_5ed59386692e5b5c +-- problem_id: v2p_m8_d68a6e0fa05e6dc7 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "previous", + SUM(CAST("pdays" AS REAL)) AS total_measure, + SUM(CAST("pdays" AS REAL)) * 100.0 / SUM(SUM(CAST("pdays" AS REAL))) OVER (PARTITION BY "age") AS share_within_group +FROM "m8" +GROUP BY "age", "previous" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_5f3ea680ec90fec7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_5f3ea680ec90fec7.sql new file mode 100644 index 0000000000000000000000000000000000000000..787ff18108b6b08ebc420a4d10984819a951bbff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_5f3ea680ec90fec7.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_5f3ea680ec90fec7 +-- problem_id: v2p_m8_2da6f45e75bf2b61 +-- realization_mode: agent +-- source_kind: agent +SELECT "loan", SUM(CAST("age" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "loan" +HAVING SUM(CAST("age" AS REAL)) > 48.0 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_5f7fa161b86ab507.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_5f7fa161b86ab507.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d0a84a6c196e27853d719bd083b2c69a6ee9d60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_5f7fa161b86ab507.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_5f7fa161b86ab507 +-- problem_id: v2p_m8_0b7cf09150e0f4e4 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "campaign", + CAST("balance" AS REAL) AS "balance_num" + FROM "m8" + WHERE "contact" = 'cellular' + AND "balance" IS NOT NULL +), +"scored" AS ( + SELECT + "campaign", + "balance_num", + CUME_DIST() OVER ( + PARTITION BY "campaign" + ORDER BY "balance_num" + ) AS "cdf", + COUNT(*) OVER ( + PARTITION BY "campaign" + ) AS "support" + FROM "filtered" +) +SELECT + "campaign", + MIN("balance_num") AS "conditional_percentile" +FROM "scored" +WHERE "cdf" >= 0.9 +GROUP BY "campaign" +HAVING MAX("support") >= 5 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_5ffdf0f9ebdab365.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_5ffdf0f9ebdab365.sql new file mode 100644 index 0000000000000000000000000000000000000000..c4ff82a05fb5a2c2550f35770abca333065a7fe8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_5ffdf0f9ebdab365.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_5ffdf0f9ebdab365 +-- problem_id: v2p_m8_65bc9e7b8a294b25 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "previous", + CAST("campaign" AS REAL) AS "campaign_value", + ROW_NUMBER() OVER ( + PARTITION BY "previous" + ORDER BY CAST("campaign" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "previous") AS "cnt" + FROM "m8" + WHERE "previous" IS NOT NULL + AND "campaign" IS NOT NULL +), +"eligible" AS ( + SELECT + "previous", + "campaign_value", + "rn", + "cnt", + CAST((0.95 * "cnt") AS INT) + CASE + WHEN (0.95 * "cnt") > CAST((0.95 * "cnt") AS INT) THEN 1 + ELSE 0 + END AS "target_rn" + FROM "ranked" + WHERE "cnt" >= 5 +) +SELECT + "previous", + "campaign_value" AS "percentile_measure" +FROM "eligible" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC, "previous" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_607d09874b112e42.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_607d09874b112e42.sql new file mode 100644 index 0000000000000000000000000000000000000000..7cf8ab29903ca6af76a76fa5e105771e7e5724f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_607d09874b112e42.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_607d09874b112e42 +-- problem_id: v2p_m8_b67d10b72f9ebffc +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "y" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "y" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_60d26ce8c6d75b06.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_60d26ce8c6d75b06.sql new file mode 100644 index 0000000000000000000000000000000000000000..500b73d636eab103335d95b02d2eefa3d9f9814c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_60d26ce8c6d75b06.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_60d26ce8c6d75b06 +-- problem_id: v2p_m8_287f4a27c87da196 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "pdays", + CAST("day" AS REAL) AS "day_value" + FROM "m8" + WHERE "poutcome" = 'unknown' +), +"ranked" AS ( + SELECT + "pdays", + "day_value", + ROW_NUMBER() OVER (PARTITION BY "pdays" ORDER BY "day_value") AS "rn", + COUNT(*) OVER (PARTITION BY "pdays") AS "cnt" + FROM "filtered" +) +SELECT + "pdays", + "day_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_60f8a79d17cd9db8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_60f8a79d17cd9db8.sql new file mode 100644 index 0000000000000000000000000000000000000000..5fbe17bc7e1b640864750f1685d42765af10bb05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_60f8a79d17cd9db8.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_60f8a79d17cd9db8 +-- problem_id: v2p_m8_8d8a48357e83fcb5 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "day", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER ( + PARTITION BY "day" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "day" + ) AS "cnt" + FROM "m8" + WHERE "day" IS NOT NULL + AND "age" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "day", + "age_value" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "day", + "age_value" AS "percentile_measure" +FROM "percentile_pick" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6298ea9996f5c460.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6298ea9996f5c460.sql new file mode 100644 index 0000000000000000000000000000000000000000..a923cc8bee75c5216fbfe3bb5a62edd27db71f2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6298ea9996f5c460.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_6298ea9996f5c460 +-- problem_id: v2p_m8_64f89ffaa9e0d41c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "loan", + CAST("pdays" AS REAL) AS "pdays_value", + ROW_NUMBER() OVER ( + PARTITION BY "loan" + ORDER BY CAST("pdays" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "loan" + ) AS "cnt" + FROM "m8" + WHERE "pdays" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "loan", + "pdays_value", + "rn", + "cnt", + CAST(((0.95 * "cnt") + 0.999999999) AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "loan", + "pdays_value" AS "percentile_measure" +FROM "percentile_rows" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_62bf7508a281ee7a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_62bf7508a281ee7a.sql new file mode 100644 index 0000000000000000000000000000000000000000..54b24a8981386e177352b1527b7e020f0b02023b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_62bf7508a281ee7a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_62bf7508a281ee7a +-- problem_id: v2p_m8_9c2b8cc545640c9c +-- realization_mode: agent +-- source_kind: agent +SELECT "month", + AVG(CASE WHEN "poutcome" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "month" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_639c2b910dde4fe0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_639c2b910dde4fe0.sql new file mode 100644 index 0000000000000000000000000000000000000000..a55685711beb5cd0ec4b98ae5220bd52299fd3a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_639c2b910dde4fe0.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_639c2b910dde4fe0 +-- problem_id: v2p_m8_f2ec8acfaff5dfe5 +-- realization_mode: agent +-- source_kind: agent +SELECT "campaign", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "campaign" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_642feaa67be428f0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_642feaa67be428f0.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb5856902e9262d8f8dcc02a2cdbd5fa8987b800 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_642feaa67be428f0.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_642feaa67be428f0 +-- problem_id: v2p_m8_f1623a6333833992 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "month" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "month" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_66a66f603592f1cc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_66a66f603592f1cc.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b233209df95ce751b80cc3b2b51deb21d785b16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_66a66f603592f1cc.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m8_66a66f603592f1cc +-- problem_id: v2p_m8_b909b63f21d934e1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "day", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "day" +ORDER BY support ASC, "marital", "day" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_66afd05c785f1f1a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_66afd05c785f1f1a.sql new file mode 100644 index 0000000000000000000000000000000000000000..3b809a06db98da55a00af9e6c9ff6307f0fc7c81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_66afd05c785f1f1a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_66afd05c785f1f1a +-- problem_id: v2p_m8_f5fc70c69cd948f5 +-- realization_mode: agent +-- source_kind: agent +SELECT "pdays", + AVG(CASE WHEN "marital" = 'single' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m8" +GROUP BY "pdays" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_675c425450f3d96c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_675c425450f3d96c.sql new file mode 100644 index 0000000000000000000000000000000000000000..3e325a12df7d4aa6a158daeaedcc9bd8911b2abc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_675c425450f3d96c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_675c425450f3d96c +-- problem_id: v2p_m8_9e5dae4be8bc3999 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("balance" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "y" +HAVING COUNT(*) > 5 +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_699ee6ac7a534b80.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_699ee6ac7a534b80.sql new file mode 100644 index 0000000000000000000000000000000000000000..bddb52774ad198604e478f198c664fd12b2eebc5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_699ee6ac7a534b80.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_699ee6ac7a534b80 +-- problem_id: v2p_m8_b56c4eb40a6ce8c2 +-- realization_mode: agent +-- source_kind: agent +SELECT "contact", + AVG(CASE WHEN "loan" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "contact" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_69ccddb96c1b8d3f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_69ccddb96c1b8d3f.sql new file mode 100644 index 0000000000000000000000000000000000000000..d9391cf51964cf6cbf90e9e8428c6e85f66ed0bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_69ccddb96c1b8d3f.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_69ccddb96c1b8d3f +-- problem_id: v2p_m8_7fd6cef0e84d6c5e +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", "balance", + SUM(CAST("age" AS REAL)) AS total_measure, + SUM(CAST("age" AS REAL)) * 100.0 / SUM(SUM(CAST("age" AS REAL))) OVER (PARTITION BY "marital") AS share_within_group +FROM "m8" +GROUP BY "marital", "balance" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6b30ed8be7699c1d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6b30ed8be7699c1d.sql new file mode 100644 index 0000000000000000000000000000000000000000..4aa7769130de40604eb674a6f7ed902a55cc4411 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6b30ed8be7699c1d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m8_6b30ed8be7699c1d +-- problem_id: v2p_m8_63c683d42b3eb332 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "pdays", COUNT(*) AS row_count +FROM "m8" +WHERE CAST("previous" AS REAL) >= 0.0 +GROUP BY "housing", "pdays" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6bf14329a0cb18dc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6bf14329a0cb18dc.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e531281e9af997f680efe3f3fff173805612bdc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6bf14329a0cb18dc.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_6bf14329a0cb18dc +-- problem_id: v2p_m8_bb6bd4cdcbd0d240 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "pdays" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "pdays" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6c18fddaf62c8ab3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6c18fddaf62c8ab3.sql new file mode 100644 index 0000000000000000000000000000000000000000..9b2ef8d5d75b970a7d68f92c49bfabd9a10cdfec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6c18fddaf62c8ab3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_6c18fddaf62c8ab3 +-- problem_id: v2p_m8_1f77501fec564af6 +-- realization_mode: agent +-- source_kind: agent +SELECT "month", AVG(CAST("duration" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "month" +HAVING COUNT(*) > 5 +ORDER BY "month"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6d46e7c506658351.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6d46e7c506658351.sql new file mode 100644 index 0000000000000000000000000000000000000000..33da05abf3304840c9e7b6a80a8dd12f3f7aaacd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6d46e7c506658351.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_6d46e7c506658351 +-- problem_id: v2p_m8_0bafa84e070efaba +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "marital" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "marital" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6d7355c8775de730.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6d7355c8775de730.sql new file mode 100644 index 0000000000000000000000000000000000000000..78ad33ea6c963850573a845fe48d4eed905952cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6d7355c8775de730.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m8_6d7355c8775de730 +-- problem_id: v2p_m8_3ad724624ca8d160 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "duration", + NTILE(10) OVER (ORDER BY CAST("duration" AS REAL) DESC) AS tail_bucket + FROM "m8" +) +SELECT "duration" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("duration" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6d88b866529c52c1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6d88b866529c52c1.sql new file mode 100644 index 0000000000000000000000000000000000000000..4dd970259360b4c2b5e69832ca7b139a4fbed9c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6d88b866529c52c1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_6d88b866529c52c1 +-- problem_id: v2p_m8_92a633563373c22f +-- realization_mode: agent +-- source_kind: agent +SELECT "campaign", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m8" +GROUP BY "campaign" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6ef49dcdcdc3a88c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6ef49dcdcdc3a88c.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f356035d85be5c149ec96e5bb05818b7ce7ee54 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6ef49dcdcdc3a88c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_6ef49dcdcdc3a88c +-- problem_id: v2p_m8_2473549bb1c81b63 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "age", + COUNT(*) AS support, + AVG("balance") AS avg_response +FROM "m8" +GROUP BY "age" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6fbfe4ae4d1098d8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6fbfe4ae4d1098d8.sql new file mode 100644 index 0000000000000000000000000000000000000000..cba90bce74d459632167cd8b18295c2a8c432088 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6fbfe4ae4d1098d8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_6fbfe4ae4d1098d8 +-- problem_id: v2p_m8_101f81d348dc3136 +-- realization_mode: agent +-- source_kind: agent +SELECT "loan", + AVG(CASE WHEN "housing" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "loan" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6fd3e32f26d6cb10.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6fd3e32f26d6cb10.sql new file mode 100644 index 0000000000000000000000000000000000000000..8bdd3903a701bb9fd2d55e7dcdea2455f159ffd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_6fd3e32f26d6cb10.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_6fd3e32f26d6cb10 +-- problem_id: v2p_m8_042d71b080f671d3 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "month", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "education", "month" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_706c2cc102c6ed41.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_706c2cc102c6ed41.sql new file mode 100644 index 0000000000000000000000000000000000000000..55326af1c148ccd0f2b219e99fbd95f23e6da62a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_706c2cc102c6ed41.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_706c2cc102c6ed41 +-- problem_id: v2p_m8_4fa8c99372820aed +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "duration", + COUNT(*) AS support, + AVG("age") AS avg_response +FROM "m8" +GROUP BY "duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_71cf5ee9629c4b6e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_71cf5ee9629c4b6e.sql new file mode 100644 index 0000000000000000000000000000000000000000..8be4f7aeb92798c1c698b98d854ebc360751e1ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_71cf5ee9629c4b6e.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_71cf5ee9629c4b6e +-- problem_id: v2p_m8_52a0664837cbfd55 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", COUNT(*) AS support +FROM "m8" +WHERE "default" = 'yes' +GROUP BY "marital" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_72cc80faf1f34d96.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_72cc80faf1f34d96.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d7b281716626defb996b801669d69ede313c059 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_72cc80faf1f34d96.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_72cc80faf1f34d96 +-- problem_id: v2p_m8_95d5539e14c7308e +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "campaign", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "education", "campaign" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7430a9ff2bf961d0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7430a9ff2bf961d0.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3dd9741f1f47c7cff4bb894033ae8995891ce5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7430a9ff2bf961d0.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_7430a9ff2bf961d0 +-- problem_id: v2p_m8_42c51714e154cf7c +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", "balance", + SUM(CAST("age" AS REAL)) AS total_measure, + SUM(CAST("age" AS REAL)) * 100.0 / SUM(SUM(CAST("age" AS REAL))) OVER (PARTITION BY "marital") AS share_within_group +FROM "m8" +GROUP BY "marital", "balance" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7450c7eb473acef4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7450c7eb473acef4.sql new file mode 100644 index 0000000000000000000000000000000000000000..ceeac5cc17e8285fcd83e94a1d0b5d3a66882842 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7450c7eb473acef4.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_7450c7eb473acef4 +-- problem_id: v2p_m8_5b38c0536e7689d3 +-- realization_mode: agent +-- source_kind: agent +SELECT "default", SUM(CAST("pdays" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "default" +HAVING SUM(CAST("pdays" AS REAL)) > -1.0 +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_764049d72ed322c9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_764049d72ed322c9.sql new file mode 100644 index 0000000000000000000000000000000000000000..d2a1c0488e04a18fb3a3262d1fddd6b2d4a19d29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_764049d72ed322c9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_764049d72ed322c9 +-- problem_id: v2p_m8_e5c6079e971f4e8b +-- realization_mode: agent +-- source_kind: agent +SELECT "y", "pdays", + SUM(CAST("campaign" AS REAL)) AS total_measure, + SUM(CAST("campaign" AS REAL)) * 100.0 / SUM(SUM(CAST("campaign" AS REAL))) OVER (PARTITION BY "y") AS share_within_group +FROM "m8" +GROUP BY "y", "pdays" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_795d54e727478a95.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_795d54e727478a95.sql new file mode 100644 index 0000000000000000000000000000000000000000..32991b2183a9ffba40faf730c70269d52cd1a658 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_795d54e727478a95.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m8_795d54e727478a95 +-- problem_id: v2p_m8_ce855cdc0e84cfda +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "contact", COUNT(*) AS row_count +FROM "m8" +WHERE "month" = 'apr' +GROUP BY "housing", "contact" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_795d6b71078effb9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_795d6b71078effb9.sql new file mode 100644 index 0000000000000000000000000000000000000000..64d4492e3827e59002fa0d286b24ec8a852bf126 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_795d6b71078effb9.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m8_795d6b71078effb9 +-- problem_id: v2p_m8_9f078fd43cb8238d +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "education", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "education" +ORDER BY support ASC, "marital", "education" +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7981e9857c17596c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7981e9857c17596c.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c39751dd39030dfa41e02f79c851eb4660b67a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7981e9857c17596c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_7981e9857c17596c +-- problem_id: v2p_m8_4d19610d1e8b140f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "age", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "m8" +GROUP BY "age" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7b137722ce170ff8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7b137722ce170ff8.sql new file mode 100644 index 0000000000000000000000000000000000000000..c1dba7a477b2b56beae01c9600b74c5ae2b2b50f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7b137722ce170ff8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_7b137722ce170ff8 +-- problem_id: v2p_m8_c4c90dc46dfa0da6 +-- realization_mode: agent +-- source_kind: agent +SELECT "loan", SUM(CAST("age" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "loan" +HAVING SUM(CAST("age" AS REAL)) > 45.0 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7b16b6821b98334e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7b16b6821b98334e.sql new file mode 100644 index 0000000000000000000000000000000000000000..6078f4740a27377e61da5973bf46e6259a8ec62e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7b16b6821b98334e.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_7b16b6821b98334e +-- problem_id: v2p_m8_cb3813670e7b39e6 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "poutcome" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "poutcome" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7b39977837a95a7f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7b39977837a95a7f.sql new file mode 100644 index 0000000000000000000000000000000000000000..7496bbddf5c2d7bbc7e34dbdf8c6c68d863e6f87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7b39977837a95a7f.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_7b39977837a95a7f +-- problem_id: v2p_m8_5c59377d36530f41 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "campaign", + SUM(CAST("duration" AS REAL)) AS total_measure, + SUM(CAST("duration" AS REAL)) * 100.0 / SUM(SUM(CAST("duration" AS REAL))) OVER (PARTITION BY "housing") AS share_within_group +FROM "m8" +GROUP BY "housing", "campaign" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7b7b7bd4f48908d5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7b7b7bd4f48908d5.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad2f6f37823db805063dcc0a57e92a8c63b6f607 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7b7b7bd4f48908d5.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m8_7b7b7bd4f48908d5 +-- problem_id: v2p_m8_9c7955ce304d2471 +-- realization_mode: agent +-- source_kind: agent +SELECT "contact", COUNT(*) AS row_count +FROM "m8" +GROUP BY "contact" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7bbc906ebb26c219.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7bbc906ebb26c219.sql new file mode 100644 index 0000000000000000000000000000000000000000..d3cc5da7803c3ea2cdee5388d463ddcb1b961c59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7bbc906ebb26c219.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_7bbc906ebb26c219 +-- problem_id: v2p_m8_652455f822abb141 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", + AVG(CASE WHEN "marital" = 'married' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "education" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7c8ab7ac3de24de7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7c8ab7ac3de24de7.sql new file mode 100644 index 0000000000000000000000000000000000000000..ca3ccaeefeabab658f629a4ed9f0799acb174238 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7c8ab7ac3de24de7.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_7c8ab7ac3de24de7 +-- problem_id: v2p_m8_4a985e2e241145cc +-- realization_mode: agent +-- source_kind: agent +SELECT "y", "pdays", + SUM(CAST("campaign" AS REAL)) AS total_measure, + SUM(CAST("campaign" AS REAL)) * 100.0 / SUM(SUM(CAST("campaign" AS REAL))) OVER (PARTITION BY "y") AS share_within_group +FROM "m8" +GROUP BY "y", "pdays" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7e861d610574a0bd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7e861d610574a0bd.sql new file mode 100644 index 0000000000000000000000000000000000000000..a4ffdd904bcae677d2842d0f53b1211a5add789b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_7e861d610574a0bd.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_7e861d610574a0bd +-- problem_id: v2p_m8_c28b659db7cafaa2 +-- realization_mode: agent +-- source_kind: agent +SELECT "loan", "pdays", + SUM(CAST("campaign" AS REAL)) AS total_measure, + SUM(CAST("campaign" AS REAL)) * 100.0 / SUM(SUM(CAST("campaign" AS REAL))) OVER (PARTITION BY "loan") AS share_within_group +FROM "m8" +GROUP BY "loan", "pdays" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8025a655da6ded1d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8025a655da6ded1d.sql new file mode 100644 index 0000000000000000000000000000000000000000..b4016a448006936ffec7a2cb9f110a5ee59a6ea5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8025a655da6ded1d.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_8025a655da6ded1d +-- problem_id: v2p_m8_ad003611fb413625 +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", COUNT(*) AS support +FROM "m8" +WHERE CAST("age" AS REAL) >= 48.0 +GROUP BY "poutcome" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8089f04d855d6ef7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8089f04d855d6ef7.sql new file mode 100644 index 0000000000000000000000000000000000000000..1db419a16c529f347e2ab5264ceb51a6c6ed0056 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8089f04d855d6ef7.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_8089f04d855d6ef7 +-- problem_id: v2p_m8_6b81cc282419ad11 +-- realization_mode: agent +-- source_kind: agent +SELECT "month", + AVG(CASE WHEN "poutcome" = 'failure' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "month" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_81f576aa0d54397e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_81f576aa0d54397e.sql new file mode 100644 index 0000000000000000000000000000000000000000..1eb138554d7817239bea45e2dcc02d55a566efbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_81f576aa0d54397e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_81f576aa0d54397e +-- problem_id: v2p_m8_e86eedb78292b571 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "default", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "education", "default" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_836e3a0aa41d89e8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_836e3a0aa41d89e8.sql new file mode 100644 index 0000000000000000000000000000000000000000..70cc00cf393085e9639b2f7e31504b7b491bc160 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_836e3a0aa41d89e8.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_836e3a0aa41d89e8 +-- problem_id: v2p_m8_e85506adb9f902e1 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("previous" AS REAL) AS "previous_value", + PERCENT_RANK() OVER ( + PARTITION BY "y" + ORDER BY CAST("previous" AS REAL) + ) AS "pct_rank" + FROM "m8" +) +SELECT + "y", + MIN("previous_value") AS "percentile_measure" +FROM "ranked" +WHERE "pct_rank" >= 0.95 +GROUP BY "y" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_86f4da5cfb4eedc8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_86f4da5cfb4eedc8.sql new file mode 100644 index 0000000000000000000000000000000000000000..f04b283586b912e6a35b72081d88a5d92d3c3113 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_86f4da5cfb4eedc8.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m8_86f4da5cfb4eedc8 +-- problem_id: v2p_m8_30dd46f61705efe8 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "day" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "day" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_874c2e92d267eb78.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_874c2e92d267eb78.sql new file mode 100644 index 0000000000000000000000000000000000000000..a901042b4c635ec6f65074f5cc4871418195e2bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_874c2e92d267eb78.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_874c2e92d267eb78 +-- problem_id: v2p_m8_bc49c2ba1946d4db +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", "poutcome", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "marital", "poutcome" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8981efb9fcd9d9f1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8981efb9fcd9d9f1.sql new file mode 100644 index 0000000000000000000000000000000000000000..502bc54b05b98478d26819f9a34d1331219e3a51 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8981efb9fcd9d9f1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_8981efb9fcd9d9f1 +-- problem_id: v2p_m8_728b3a63cf5276bb +-- realization_mode: agent +-- source_kind: agent +SELECT "age", AVG(CAST("day" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "age" +HAVING COUNT(*) > 5 +ORDER BY "age"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8abec7749addbe35.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8abec7749addbe35.sql new file mode 100644 index 0000000000000000000000000000000000000000..de15994e06687cb64b8cd7443e79d7e482307296 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8abec7749addbe35.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_8abec7749addbe35 +-- problem_id: v2p_m8_ad851f819d0ac595 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", AVG(CAST("pdays" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "education" +HAVING COUNT(*) > 5 +ORDER BY "education"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8bcdcafbb42e325e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8bcdcafbb42e325e.sql new file mode 100644 index 0000000000000000000000000000000000000000..2cb9e4427521a5dc38306933e19afa8cfad884b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8bcdcafbb42e325e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_8bcdcafbb42e325e +-- problem_id: v2p_m8_d0980c83a125a150 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "balance", + COUNT(*) AS support, + AVG("duration") AS avg_response +FROM "m8" +GROUP BY "balance" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8d27bd4ef8bf5d29.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8d27bd4ef8bf5d29.sql new file mode 100644 index 0000000000000000000000000000000000000000..de0cb8160f6562eec7f678e599ca7a48ba21c872 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8d27bd4ef8bf5d29.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_8d27bd4ef8bf5d29 +-- problem_id: v2p_m8_af859ecf4cb73b44 +-- realization_mode: agent +-- source_kind: agent +SELECT "pdays", AVG(CAST("pdays" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "pdays" +HAVING COUNT(*) > 5 +ORDER BY "pdays"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8d34d4a463306352.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8d34d4a463306352.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ed8ce078e130c94fd72c162f447131d06c1865f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8d34d4a463306352.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_8d34d4a463306352 +-- problem_id: v2p_m8_afb0108560bb2dd0 +-- realization_mode: agent +-- source_kind: agent +SELECT "contact", SUM(CAST("balance" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "contact" +HAVING SUM(CAST("balance" AS REAL)) > 1428.0 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8e5526e016cf47e7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8e5526e016cf47e7.sql new file mode 100644 index 0000000000000000000000000000000000000000..b25a4342bb4b03c915fc53c8b0257e50ba7a2b00 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8e5526e016cf47e7.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_8e5526e016cf47e7 +-- problem_id: v2p_m8_e5c582da729030ed +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS support +FROM "m8" +WHERE "loan" = 'no' +GROUP BY "housing" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8f2f6f0f10ce8acd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8f2f6f0f10ce8acd.sql new file mode 100644 index 0000000000000000000000000000000000000000..b739f5e246b624401521d3132787602334df51b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_8f2f6f0f10ce8acd.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_8f2f6f0f10ce8acd +-- problem_id: v2p_m8_ce5595a4ae27403e +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "day", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "education", "day" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_90635829babd9a63.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_90635829babd9a63.sql new file mode 100644 index 0000000000000000000000000000000000000000..9321a7905db0bd761a61423d6c0e385f88f361a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_90635829babd9a63.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_90635829babd9a63 +-- problem_id: v2p_m8_99ec38e0baccb9ad +-- realization_mode: agent +-- source_kind: agent +SELECT "campaign", AVG(CAST("campaign" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "campaign" +HAVING COUNT(*) > 5 +ORDER BY "campaign"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_90751c5f6337d4a5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_90751c5f6337d4a5.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b54c0f328f3c76c93047f090996a44d3e5d7247 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_90751c5f6337d4a5.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_90751c5f6337d4a5 +-- problem_id: v2p_m8_fa374f85c60da3b7 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "previous", + COUNT(*) AS support, + AVG("age") AS avg_response +FROM "m8" +GROUP BY "previous" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_90fe7156ec795d30.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_90fe7156ec795d30.sql new file mode 100644 index 0000000000000000000000000000000000000000..fcdb97a6011742caa19b021e04f95d848be2566c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_90fe7156ec795d30.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_90fe7156ec795d30 +-- problem_id: v2p_m8_17a79109fc85c140 +-- realization_mode: agent +-- source_kind: agent +SELECT "default", "duration", + SUM(CAST("day" AS REAL)) AS total_measure, + SUM(CAST("day" AS REAL)) * 100.0 / SUM(SUM(CAST("day" AS REAL))) OVER (PARTITION BY "default") AS share_within_group +FROM "m8" +GROUP BY "default", "duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_9248c766eec588c4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_9248c766eec588c4.sql new file mode 100644 index 0000000000000000000000000000000000000000..96aa867416e779f8c728a1a022cdd7c640595d1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_9248c766eec588c4.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_9248c766eec588c4 +-- problem_id: v2p_m8_6784bf1297ab34e6 +-- realization_mode: agent +-- source_kind: agent +SELECT "default", + AVG(CASE WHEN "education" = 'tertiary' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "default" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_93b5c676409fc96e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_93b5c676409fc96e.sql new file mode 100644 index 0000000000000000000000000000000000000000..6392a04a065774d615d07eb2a30a453e4a3731a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_93b5c676409fc96e.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m8_93b5c676409fc96e +-- problem_id: v2p_m8_d4b65085839c95fc +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "pdays" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "pdays" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_9467864d0bb8592b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_9467864d0bb8592b.sql new file mode 100644 index 0000000000000000000000000000000000000000..72cf02dd4e6c50c2e38cb4bece12722cb5834036 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_9467864d0bb8592b.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m8_9467864d0bb8592b +-- problem_id: v2p_m8_fb078887d7b36e8b +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "loan" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "loan" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_9584ea3ab3210ee8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_9584ea3ab3210ee8.sql new file mode 100644 index 0000000000000000000000000000000000000000..7627620ad3ebc956ce65536cdf79d5294693cf9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_9584ea3ab3210ee8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_9584ea3ab3210ee8 +-- problem_id: v2p_m8_cda3a7929d6975db +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "poutcome" +HAVING COUNT(*) > 5 +ORDER BY "poutcome"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_966ce439ed2b3013.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_966ce439ed2b3013.sql new file mode 100644 index 0000000000000000000000000000000000000000..c51a081506c763b97929148469940d61bb0f7f6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_966ce439ed2b3013.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m8_966ce439ed2b3013 +-- problem_id: v2p_m8_b42bc72cbf4c5f9f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "education" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "education" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_9a772368fc8aa8a2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_9a772368fc8aa8a2.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec027dc0771a75023452901cbab7f5ec900e58bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_9a772368fc8aa8a2.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m8_9a772368fc8aa8a2 +-- problem_id: v2p_m8_57a487d2eb2e2a55 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "previous", + NTILE(10) OVER (ORDER BY CAST("previous" AS INTEGER) DESC) AS tail_bucket + FROM "m8" +) +SELECT "previous" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("previous" AS INTEGER) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_9b513b37365cb25c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_9b513b37365cb25c.sql new file mode 100644 index 0000000000000000000000000000000000000000..8257712e974a5d29dea5d140d2d002796fd67a4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_9b513b37365cb25c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_9b513b37365cb25c +-- problem_id: v2p_m8_3621ff8f607a5383 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pdays", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "m8" +GROUP BY "pdays" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_9d5701902746fd4a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_9d5701902746fd4a.sql new file mode 100644 index 0000000000000000000000000000000000000000..97ad4f193146f99f3c5fbb5092045931d221efcd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_9d5701902746fd4a.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m8_9d5701902746fd4a +-- problem_id: v2p_m8_6cbcac4b03686fb8 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "campaign", + NTILE(10) OVER (ORDER BY CAST("campaign" AS REAL) DESC) AS tail_bucket + FROM "m8" +) +SELECT "campaign" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("campaign" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_9ef4755316d1ee8a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_9ef4755316d1ee8a.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2f4eb8f5ec62bb8e28310c36a5310e8645bee0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_9ef4755316d1ee8a.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_9ef4755316d1ee8a +-- problem_id: v2p_m8_1b544c1e624edf85 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "pdays", + CAST("duration" AS REAL) AS "duration_value", + ROW_NUMBER() OVER ( + PARTITION BY "pdays" + ORDER BY CAST("duration" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "pdays") AS "cnt" + FROM "m8" +), +"percentile_pick" AS ( + SELECT + "pdays", + "duration_value", + "cnt", + CAST((("cnt" * 90) + 99) / 100 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "pdays", + "duration_value" AS "percentile_measure" +FROM "percentile_pick" +WHERE "rn" = "target_rn" + AND "cnt" >= 5 +ORDER BY "percentile_measure" DESC +LIMIT 4; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a1bfda6ac03bc641.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a1bfda6ac03bc641.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b59058d010adee3ff31dc7b13eb38f8ba75cddd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a1bfda6ac03bc641.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_a1bfda6ac03bc641 +-- problem_id: v2p_m8_7fbf1530fb0f1025 +-- realization_mode: agent +-- source_kind: agent +SELECT "campaign", AVG(CAST("campaign" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "campaign" +HAVING COUNT(*) > 5 +ORDER BY "campaign"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a1e16842fd973c98.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a1e16842fd973c98.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb6e04bc9e926773da2cd365edc293548a57b349 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a1e16842fd973c98.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m8_a1e16842fd973c98 +-- problem_id: v2p_m8_d7fc38d21d264601 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "age", + NTILE(10) OVER (ORDER BY CAST("age" AS INTEGER) DESC) AS tail_bucket + FROM "m8" +) +SELECT "age" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("age" AS INTEGER) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a3bb2a3db7fe3692.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a3bb2a3db7fe3692.sql new file mode 100644 index 0000000000000000000000000000000000000000..64a686359387a0035c55e51edf69b4ffbb4ab93c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a3bb2a3db7fe3692.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m8_a3bb2a3db7fe3692 +-- problem_id: v2p_m8_6f24df1f4a23c122 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "month" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "month" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a3ce9eb574e13151.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a3ce9eb574e13151.sql new file mode 100644 index 0000000000000000000000000000000000000000..9704b64cbc03e0c7bebe27e378a4983eb800b387 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a3ce9eb574e13151.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_a3ce9eb574e13151 +-- problem_id: v2p_m8_9b29ad75406bc5fe +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "campaign", + COUNT(*) AS support, + AVG("balance") AS avg_response +FROM "m8" +GROUP BY "campaign" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a4118201cd2bc44c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a4118201cd2bc44c.sql new file mode 100644 index 0000000000000000000000000000000000000000..b283ec52a8804e3e15d783f46d503fe0976e6ace --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a4118201cd2bc44c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_a4118201cd2bc44c +-- problem_id: v2p_m8_df1e86c3ff84f3fb +-- realization_mode: agent +-- source_kind: agent +SELECT "job", AVG(CAST("duration" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "job" +HAVING COUNT(*) > 5 +ORDER BY "job"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a51baef1f64ad1e5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a51baef1f64ad1e5.sql new file mode 100644 index 0000000000000000000000000000000000000000..600e596a7aaf70cf2a17b7dce6de350a4bb8c449 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a51baef1f64ad1e5.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m8_a51baef1f64ad1e5 +-- problem_id: v2p_m8_09abff264d20c2db +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "loan", COUNT(*) AS row_count +FROM "m8" +WHERE CAST("day" AS REAL) >= 21.0 +GROUP BY "housing", "loan" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a613f6e74733f6fd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a613f6e74733f6fd.sql new file mode 100644 index 0000000000000000000000000000000000000000..d394990deefff7abac4477e5d22b5529f27a9e86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a613f6e74733f6fd.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_a613f6e74733f6fd +-- problem_id: v2p_m8_0f94ff5ae9a6d77d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "campaign", + COUNT(*) AS support, + AVG("duration") AS avg_response +FROM "m8" +GROUP BY "campaign" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a63bf380bfda795c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a63bf380bfda795c.sql new file mode 100644 index 0000000000000000000000000000000000000000..23342f0f01beac5c37fa5ddc4d65fcdb5a0be104 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a63bf380bfda795c.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_a63bf380bfda795c +-- problem_id: v2p_m8_6c6f5fd4564401da +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "month", + CAST("balance" AS REAL) AS "balance_value", + ROW_NUMBER() OVER ( + PARTITION BY "month" + ORDER BY CAST("balance" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "month") AS "cnt" + FROM "m8" + WHERE "balance" IS NOT NULL +), +"target_rows" AS ( + SELECT + "month", + "balance_value", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + r."month", + r."balance_value" AS "percentile_measure" +FROM "ranked" AS r +JOIN "target_rows" AS t + ON r."month" = t."month" + AND r."rn" = t."target_rn" +GROUP BY r."month" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a75302cde5c31ab2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a75302cde5c31ab2.sql new file mode 100644 index 0000000000000000000000000000000000000000..98f2f956c5fda76247429bcb383b3ed1ec70205f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a75302cde5c31ab2.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_a75302cde5c31ab2 +-- problem_id: v2p_m8_89ca7395a8813272 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", AVG(CAST("duration" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "job" +HAVING COUNT(*) > 5 +ORDER BY "job"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a83562d8df21a06a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a83562d8df21a06a.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf9af5aeb85d0b4f278353c6d1e0de076d726dc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a83562d8df21a06a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_a83562d8df21a06a +-- problem_id: v2p_m8_8c8da3003ab78b31 +-- realization_mode: agent +-- source_kind: agent +SELECT + "poutcome", + "campaign", + SUM(CAST("duration" AS REAL)) AS total_measure, + SUM(CAST("duration" AS REAL)) * 100.0 / SUM(SUM(CAST("duration" AS REAL))) OVER (PARTITION BY "poutcome") AS share_within_group +FROM "m8" +GROUP BY "poutcome", "campaign" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a864d92789af4335.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a864d92789af4335.sql new file mode 100644 index 0000000000000000000000000000000000000000..b8addf63a09ac17a4c34feee34728eff6a502282 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a864d92789af4335.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_a864d92789af4335 +-- problem_id: v2p_m8_c31269455bdffb2a +-- realization_mode: agent +-- source_kind: agent +SELECT "day", + AVG(CASE WHEN "contact" = 'cellular' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m8" +GROUP BY "day" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a8d94ee4c452d81e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a8d94ee4c452d81e.sql new file mode 100644 index 0000000000000000000000000000000000000000..e95d12609c83e50585d7fbe882db68fd2e2c9145 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a8d94ee4c452d81e.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_a8d94ee4c452d81e +-- problem_id: v2p_m8_3a53b1d5b1081621 +-- realization_mode: agent +-- source_kind: agent +WITH "all_groups" AS ( + SELECT "age" + FROM "m8" + GROUP BY "age" +), +"conditional_rows" AS ( + SELECT + "age", + CAST("previous" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "age" + ORDER BY CAST("previous" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "age" + ) AS "cnt" + FROM "m8" + WHERE "default" = 'no' +), +"percentiles" AS ( + SELECT + "age", + "measure_value" AS "conditional_percentile" + FROM "conditional_rows" + WHERE "rn" = CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "all_groups"."age", + "percentiles"."conditional_percentile" +FROM "all_groups" +LEFT JOIN "percentiles" + ON "all_groups"."age" = "percentiles"."age" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a931d82adccf552e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a931d82adccf552e.sql new file mode 100644 index 0000000000000000000000000000000000000000..15c96026969195ddfa2258ad2bee46d560bc405f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_a931d82adccf552e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m8_a931d82adccf552e +-- problem_id: v2p_m8_af8e5c5384d11acd +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "housing", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "housing" +ORDER BY support ASC, "marital", "housing" +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_abc4b36d849da37d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_abc4b36d849da37d.sql new file mode 100644 index 0000000000000000000000000000000000000000..4eedada1b6492a07e67a68a38900abd8344a97e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_abc4b36d849da37d.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_abc4b36d849da37d +-- problem_id: v2p_m8_b411f5e5ca123368 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "day", + SUM(CAST("balance" AS REAL)) AS total_measure, + SUM(CAST("balance" AS REAL)) * 100.0 / SUM(SUM(CAST("balance" AS REAL))) OVER (PARTITION BY "education") AS share_within_group +FROM "m8" +GROUP BY "education", "day" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_ac188b2d1c4656a0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_ac188b2d1c4656a0.sql new file mode 100644 index 0000000000000000000000000000000000000000..5758bf2b2ecd985f403ff1a00943b9cfbdced367 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_ac188b2d1c4656a0.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_ac188b2d1c4656a0 +-- problem_id: v2p_m8_f8a3f1f3ff7185d6 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "campaign", + SUM(CAST("duration" AS REAL)) AS "total_measure", + SUM(CAST("duration" AS REAL)) * 100.0 / SUM(SUM(CAST("duration" AS REAL))) OVER (PARTITION BY "housing") AS "share_within_group" +FROM "m8" +GROUP BY "housing", "campaign" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_ae192eb2c486ced6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_ae192eb2c486ced6.sql new file mode 100644 index 0000000000000000000000000000000000000000..87eb542c2c7140f281171a979fa0c34b6be102bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_ae192eb2c486ced6.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_ae192eb2c486ced6 +-- problem_id: v2p_m8_f1a5ac4fc46ccca5 +-- realization_mode: agent +-- source_kind: agent +SELECT "contact", "previous", + SUM(CAST("pdays" AS REAL)) AS total_measure, + SUM(CAST("pdays" AS REAL)) * 100.0 / SUM(SUM(CAST("pdays" AS REAL))) OVER (PARTITION BY "contact") AS share_within_group +FROM "m8" +GROUP BY "contact", "previous" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b13e7869db853a38.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b13e7869db853a38.sql new file mode 100644 index 0000000000000000000000000000000000000000..e374a65d6443182f5991fd1ef665756214bc119e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b13e7869db853a38.sql @@ -0,0 +1,52 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_b13e7869db853a38 +-- problem_id: v2p_m8_fd227da654e0da7f +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "pdays", + CAST("duration" AS REAL) AS "duration_value", + ROW_NUMBER() OVER ( + PARTITION BY "pdays" + ORDER BY CAST("duration" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "pdays") AS "cnt" + FROM "m8" + WHERE "pdays" IS NOT NULL + AND "duration" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "pdays", + "duration_value", + "cnt", + CAST((0.95 * "cnt") + 0.999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "pdays", + MAX(CASE WHEN "rn" = "target_rn" THEN "duration_value" END) AS "percentile_measure" +FROM ( + SELECT + r."pdays", + r."duration_value", + r."rn", + p."target_rn" + FROM "ranked" AS r + JOIN "percentile_pick" AS p + ON r."pdays" = p."pdays" + AND r."duration_value" = p."duration_value" + AND r."cnt" = p."cnt" +) +GROUP BY "pdays" +HAVING COUNT(*) >= 5 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b167293ab59c8920.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b167293ab59c8920.sql new file mode 100644 index 0000000000000000000000000000000000000000..c70a611d746636fbb6dc98fe3e57a8741bdb1ed3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b167293ab59c8920.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_b167293ab59c8920 +-- problem_id: v2p_m8_2cd41759dada34d6 +-- realization_mode: agent +-- source_kind: agent +SELECT "contact", SUM(CAST("balance" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "contact" +HAVING SUM(CAST("balance" AS REAL)) > 927.6 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b2cbcf33aba15779.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b2cbcf33aba15779.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b4ff2371b3b51799d8b8c4a2cc02c97848c296c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b2cbcf33aba15779.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_b2cbcf33aba15779 +-- problem_id: v2p_m8_2bd84c4c94f69079 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", SUM(CAST("campaign" AS REAL)) AS total_measure +FROM "m8" +GROUP BY "education" +HAVING SUM(CAST("campaign" AS REAL)) > 2.0 +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b4a1fe07ec3faf51.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b4a1fe07ec3faf51.sql new file mode 100644 index 0000000000000000000000000000000000000000..67905345454be7998632ce2daa5bdd7e7a4ba7ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b4a1fe07ec3faf51.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_b4a1fe07ec3faf51 +-- problem_id: v2p_m8_865f91eacf4cf98f +-- realization_mode: agent +-- source_kind: agent +SELECT "age", + CAST("age" AS REAL) AS percentile_measure +FROM "m8" +GROUP BY "age" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b5894444a8786210.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b5894444a8786210.sql new file mode 100644 index 0000000000000000000000000000000000000000..a46b739e5662ab1ed9a163222528180c68f33e40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b5894444a8786210.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_b5894444a8786210 +-- problem_id: v2p_m8_ef72217999aad45b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "duration", + COUNT(*) AS support, + AVG("balance") AS avg_response +FROM "m8" +GROUP BY "duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b6244da466408399.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b6244da466408399.sql new file mode 100644 index 0000000000000000000000000000000000000000..12c989be8a306e832b0743f59ea178b0e64d21ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b6244da466408399.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_b6244da466408399 +-- problem_id: v2p_m8_bdf8364727550d73 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "poutcome", + CAST("pdays" AS REAL) AS "pdays_value", + CUME_DIST() OVER ( + PARTITION BY "poutcome" + ORDER BY CAST("pdays" AS REAL) + ) AS "cume_dist_value" + FROM "m8" + WHERE "pdays" IS NOT NULL +), +"percentiles" AS ( + SELECT + "poutcome", + MIN("pdays_value") AS "percentile_measure" + FROM "ranked" + WHERE "cume_dist_value" >= 0.95 + GROUP BY "poutcome" +) +SELECT + "poutcome", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b87d4f61afd2f5e6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b87d4f61afd2f5e6.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab36dfc3acf92048c75b064940cdf3b68d0d087d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b87d4f61afd2f5e6.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_b87d4f61afd2f5e6 +-- problem_id: v2p_m8_0576d5cb8440e7bc +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", "y", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "marital", "y" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b9a7ea7ad4a031fa.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b9a7ea7ad4a031fa.sql new file mode 100644 index 0000000000000000000000000000000000000000..c70afad12d92a9c4e77a6f5d8383bdf68fa35566 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b9a7ea7ad4a031fa.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_b9a7ea7ad4a031fa +-- problem_id: v2p_m8_2fbc344c72672ea8 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", AVG(CAST("day" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "age" +HAVING COUNT(*) > 5 +ORDER BY "age"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b9cd215531c307f4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b9cd215531c307f4.sql new file mode 100644 index 0000000000000000000000000000000000000000..1070fc42ec7914fbf9bc391a8ca122dd7d9e8980 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b9cd215531c307f4.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m8_b9cd215531c307f4 +-- problem_id: v2p_m8_9e27b809d1de0ec3 +-- realization_mode: agent +-- source_kind: agent +SELECT "contact", + AVG(CASE WHEN "loan" = 'no' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "contact" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b9d44308ebb5e72d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b9d44308ebb5e72d.sql new file mode 100644 index 0000000000000000000000000000000000000000..229cf9c50b7885ad140e0b3f172b1cd23c7c481e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_b9d44308ebb5e72d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_b9d44308ebb5e72d +-- problem_id: v2p_m8_54d926371e534122 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "month", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m8" +GROUP BY "education", "month" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_bf4144c61f7a1d2d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_bf4144c61f7a1d2d.sql new file mode 100644 index 0000000000000000000000000000000000000000..b55bee651784e687897fbfac571b36bfa653e2a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_bf4144c61f7a1d2d.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_bf4144c61f7a1d2d +-- problem_id: v2p_m8_7cfb07287a4a15d7 +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", COUNT(*) AS support +FROM "m8" +WHERE CAST("campaign" AS REAL) >= 3.0 +GROUP BY "previous" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_bfdb2f3b06833f9f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_bfdb2f3b06833f9f.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d22603c64541be23faddc4c2dfff14ba137f08b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_bfdb2f3b06833f9f.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_bfdb2f3b06833f9f +-- problem_id: v2p_m8_c1217bd77a7e216e +-- realization_mode: agent +-- source_kind: agent +SELECT "job", "age", + SUM(CAST("previous" AS REAL)) AS total_measure, + SUM(CAST("previous" AS REAL)) * 100.0 / SUM(SUM(CAST("previous" AS REAL))) OVER (PARTITION BY "job") AS share_within_group +FROM "m8" +GROUP BY "job", "age" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_c334052493b2cdce.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_c334052493b2cdce.sql new file mode 100644 index 0000000000000000000000000000000000000000..80e2f89079dcc1842999b0ff13442a23220e62b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_c334052493b2cdce.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m8_c334052493b2cdce +-- problem_id: v2p_m8_ed95cf10bf5c17f4 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "previous", COUNT(*) AS row_count +FROM "m8" +WHERE "poutcome" = 'other' +GROUP BY "housing", "previous" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_c4908162c8f8fd35.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_c4908162c8f8fd35.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad110664cfbfc702050fdf7e6060fbe98438ae58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_c4908162c8f8fd35.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_c4908162c8f8fd35 +-- problem_id: v2p_m8_c067dd740d2ba138 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", COUNT(*) AS support +FROM "m8" +WHERE "y" = 'no' +GROUP BY "job" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_c526f4c0b2513526.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_c526f4c0b2513526.sql new file mode 100644 index 0000000000000000000000000000000000000000..da492dca9efff245cf7825cd94acfe3a2e78c7e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_c526f4c0b2513526.sql @@ -0,0 +1,33 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_c526f4c0b2513526 +-- problem_id: v2p_m8_6f1644205a6edf7f +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "day", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER ( + PARTITION BY "day" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "day") AS "cnt" + FROM "m8" + WHERE "day" IS NOT NULL + AND "age" IS NOT NULL +) +SELECT + "day", + MIN("age_value") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= CAST((("cnt" * 95) + 99) / 100 AS INTEGER) +GROUP BY "day" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_c78d667acea27ece.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_c78d667acea27ece.sql new file mode 100644 index 0000000000000000000000000000000000000000..101330473c4248bad725f757e73bc8fd87e733d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_c78d667acea27ece.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_c78d667acea27ece +-- problem_id: v2p_m8_e2c54408fa49a15e +-- realization_mode: agent +-- source_kind: agent +SELECT "pdays", AVG(CAST("pdays" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "pdays" +HAVING COUNT(*) > 5 +ORDER BY "pdays"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_c973adbb587c464a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_c973adbb587c464a.sql new file mode 100644 index 0000000000000000000000000000000000000000..b99d5c1db77aa7efcbf83f56e949dbf01353c393 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_c973adbb587c464a.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m8_c973adbb587c464a +-- problem_id: v2p_m8_2a4c8f90f37555eb +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "duration", + NTILE(10) OVER (ORDER BY CAST("duration" AS REAL) DESC) AS tail_bucket + FROM "m8" +) +SELECT "duration" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("duration" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_c9b9ade28931c2f9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_c9b9ade28931c2f9.sql new file mode 100644 index 0000000000000000000000000000000000000000..d2a6c3b3a26ce798bede87b1e1ece74a1e795c13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_c9b9ade28931c2f9.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m8_c9b9ade28931c2f9 +-- problem_id: v2p_m8_b96cb03bef524ee7 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "contact" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "contact" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_c9cb180b11ed7a73.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_c9cb180b11ed7a73.sql new file mode 100644 index 0000000000000000000000000000000000000000..1c9c4efe6153aeed66140953db32fcecacc7ee34 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_c9cb180b11ed7a73.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_c9cb180b11ed7a73 +-- problem_id: v2p_m8_8930757a1dea2276 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", "previous", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "marital", "previous" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_caf68090ae6d6309.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_caf68090ae6d6309.sql new file mode 100644 index 0000000000000000000000000000000000000000..9dc69d9025ec1973a19477e654cdfadc606e709d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_caf68090ae6d6309.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m8_caf68090ae6d6309 +-- problem_id: v2p_m8_6adec0d39507c22c +-- realization_mode: agent +-- source_kind: agent +SELECT "default", COUNT(*) AS row_count +FROM "m8" +GROUP BY "default" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_ce132c5cffc98e07.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_ce132c5cffc98e07.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab579f98f844b4ba8443bc876ca9072b35f95ce7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_ce132c5cffc98e07.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_ce132c5cffc98e07 +-- problem_id: v2p_m8_7e355492064b0b28 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "default", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "education", "default" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_ced6ce5f8f3c17ed.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_ced6ce5f8f3c17ed.sql new file mode 100644 index 0000000000000000000000000000000000000000..0dbe2ccbf46a686f059e5ac402f0668c49bdf4fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_ced6ce5f8f3c17ed.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_ced6ce5f8f3c17ed +-- problem_id: v2p_m8_7b2319e9730b705f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "previous", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "m8" +GROUP BY "previous" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_cf588f89fe24c8f4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_cf588f89fe24c8f4.sql new file mode 100644 index 0000000000000000000000000000000000000000..b6d1d274c099481cd4159290eb5b184e4845a505 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_cf588f89fe24c8f4.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_cf588f89fe24c8f4 +-- problem_id: v2p_m8_8e9ea44a7b44fe04 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", AVG(CAST("campaign" AS REAL)) AS "avg_measure", COUNT(*) AS "support" +FROM "m8" +GROUP BY "marital" +HAVING COUNT(*) > 5 +ORDER BY "marital"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d0e223a5afeb0230.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d0e223a5afeb0230.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c63eb2047ee04a5e580aa0cedf81f72572fd813 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d0e223a5afeb0230.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m8_d0e223a5afeb0230 +-- problem_id: v2p_m8_57f87e7dd9b242b2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "contact", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "contact" +ORDER BY support ASC, "marital", "contact" +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d271fb5f13037228.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d271fb5f13037228.sql new file mode 100644 index 0000000000000000000000000000000000000000..b5b8504ce6ca70482f3fe31aee8f613de7ce5e31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d271fb5f13037228.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_d271fb5f13037228 +-- problem_id: v2p_m8_12550984a24d61dc +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", COUNT(*) AS support +FROM "m8" +WHERE "y" = 'no' +GROUP BY "previous" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d2949bd02dac87fe.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d2949bd02dac87fe.sql new file mode 100644 index 0000000000000000000000000000000000000000..a7a0466e81423ef2fc5148e91d08d8a146b1d96a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d2949bd02dac87fe.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_d2949bd02dac87fe +-- problem_id: v2p_m8_ddf6898e19f21229 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", "y", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "marital", "y" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d369095cdaff9947.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d369095cdaff9947.sql new file mode 100644 index 0000000000000000000000000000000000000000..98f597b8743b38652c6fc477e80877c121025cf8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d369095cdaff9947.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m8_d369095cdaff9947 +-- problem_id: v2p_m8_1c0d6a6ccf499bbf +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("balance" AS REAL) AS "balance", + NTILE(10) OVER (ORDER BY CAST("balance" AS REAL) DESC) AS "tail_bucket" + FROM "m8" +) +SELECT "balance" +FROM buckets +WHERE "tail_bucket" = 1 +ORDER BY "balance" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d4916e9c846bb299.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d4916e9c846bb299.sql new file mode 100644 index 0000000000000000000000000000000000000000..656a34cba6e87ab32e0c6aa029034f3974d4476b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d4916e9c846bb299.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_d4916e9c846bb299 +-- problem_id: v2p_m8_a383ba67eb01adb8 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "marital", + CAST("balance" AS REAL) AS "balance_num" + FROM "m8" + WHERE "loan" = 'no' +), +"ranked" AS ( + SELECT + "marital", + "balance_num", + ROW_NUMBER() OVER ( + PARTITION BY "marital" + ORDER BY "balance_num" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "marital" + ) AS "cnt" + FROM "filtered" +) +SELECT + "marital", + "balance_num" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((0.95 * "cnt") + 0.999999 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d4c5f3a21212c957.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d4c5f3a21212c957.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b1f815725e7b188f9be16384878b3d2c72495b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d4c5f3a21212c957.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_d4c5f3a21212c957 +-- problem_id: v2p_m8_86ec324e025e7729 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "day" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "day" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d59616e677eabd94.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d59616e677eabd94.sql new file mode 100644 index 0000000000000000000000000000000000000000..11c05b7a4eb2b9eb418a1f8c1143d2f606de5c50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d59616e677eabd94.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_d59616e677eabd94 +-- problem_id: v2p_m8_7ad55a1de2baf298 +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", AVG(CAST("previous" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "previous" +HAVING COUNT(*) > 5 +ORDER BY "previous"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d5cc0e72c89de57c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d5cc0e72c89de57c.sql new file mode 100644 index 0000000000000000000000000000000000000000..c826f9fdcedc661c94f99c0cfb82e96ff83cab3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d5cc0e72c89de57c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_d5cc0e72c89de57c +-- problem_id: v2p_m8_554139ba76ea30af +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", AVG(CAST("campaign" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "marital" +HAVING COUNT(*) > 5 +ORDER BY "marital"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d61c0eb73df53655.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d61c0eb73df53655.sql new file mode 100644 index 0000000000000000000000000000000000000000..98f8eb2ccb031f937d7e6aff87a98b42f45603dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d61c0eb73df53655.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_d61c0eb73df53655 +-- problem_id: v2p_m8_7162fa18fddfa06f +-- realization_mode: agent +-- source_kind: agent +SELECT "education", COUNT(*) AS support +FROM "m8" +WHERE CAST("balance" AS REAL) >= 1428.0 +GROUP BY "education" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d6f30d7a2a3d7828.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d6f30d7a2a3d7828.sql new file mode 100644 index 0000000000000000000000000000000000000000..7097a257151a38b5abf554f3e6fdfd03624c056f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d6f30d7a2a3d7828.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_d6f30d7a2a3d7828 +-- problem_id: v2p_m8_845a1de26662fbbe +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "contact", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "education", "contact" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d71948d26f4f2728.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d71948d26f4f2728.sql new file mode 100644 index 0000000000000000000000000000000000000000..5d400ad865068afbab253a2fa1c011b906679278 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d71948d26f4f2728.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_d71948d26f4f2728 +-- problem_id: v2p_m8_24ace8e31d0e48c1 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", COUNT(*) AS support +FROM "m8" +WHERE "education" = 'secondary' +GROUP BY "job" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d7b54393d1f4f065.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d7b54393d1f4f065.sql new file mode 100644 index 0000000000000000000000000000000000000000..fba3934e330ec7ec7619771ae3c7beeb0859c529 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d7b54393d1f4f065.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m8_d7b54393d1f4f065 +-- problem_id: v2p_m8_fd470512d895556f +-- realization_mode: agent +-- source_kind: agent +SELECT "loan", COUNT(*) AS row_count +FROM "m8" +GROUP BY "loan" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d86cd7ce776b11b6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d86cd7ce776b11b6.sql new file mode 100644 index 0000000000000000000000000000000000000000..9b5a7f847a101deec43e11899a8f5ba9120fc76f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d86cd7ce776b11b6.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_d86cd7ce776b11b6 +-- problem_id: v2p_m8_4b6b7afa3c9a152d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "day", + COUNT(*) AS support, + AVG("balance") AS avg_response +FROM "m8" +GROUP BY "day" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d8d57e741d1e4c70.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d8d57e741d1e4c70.sql new file mode 100644 index 0000000000000000000000000000000000000000..6bf2bb3e86903528cf0ce33e16cf2b65cd1e2295 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_d8d57e741d1e4c70.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_d8d57e741d1e4c70 +-- problem_id: v2p_m8_246fec7a1a7e99cd +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "day", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "education", "day" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_dae1e55630e0102c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_dae1e55630e0102c.sql new file mode 100644 index 0000000000000000000000000000000000000000..495c76d96d1f26d7dd68025774559fac7d963567 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_dae1e55630e0102c.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_dae1e55630e0102c +-- problem_id: v2p_m8_7eb18b629b7707c4 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "housing" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "housing" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_dd17bf9bca613c13.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_dd17bf9bca613c13.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b3439c13ad57422996fd519030d9a7115f50fe3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_dd17bf9bca613c13.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_dd17bf9bca613c13 +-- problem_id: v2p_m8_2712c0982b20d51c +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "job", + CAST("age" AS REAL) AS "age_num" + FROM "m8" + WHERE "housing" = 'yes' +), +"ranked" AS ( + SELECT + "job", + "age_num", + ROW_NUMBER() OVER ( + PARTITION BY "job" + ORDER BY "age_num" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "job" + ) AS "cnt" + FROM "filtered" +) +SELECT + "job", + "age_num" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((0.9 * "cnt") + 0.999999 AS INT) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_def0f410bbc78906.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_def0f410bbc78906.sql new file mode 100644 index 0000000000000000000000000000000000000000..3a3b0b1450dffcabaa8f9b371705c9c4e559acf5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_def0f410bbc78906.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_def0f410bbc78906 +-- problem_id: v2p_m8_a17b3419b21d4583 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "poutcome" + FROM "m8" +), +"filtered" AS ( + SELECT + "poutcome", + CAST("campaign" AS REAL) AS "campaign_value" + FROM "m8" + WHERE "marital" = 'single' +), +"ranked" AS ( + SELECT + "poutcome", + "campaign_value", + ROW_NUMBER() OVER ( + PARTITION BY "poutcome" + ORDER BY "campaign_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "poutcome" + ) AS "cnt" + FROM "filtered" +) +SELECT + "groups"."poutcome", + "ranked"."campaign_value" AS "conditional_percentile" +FROM "groups" +LEFT JOIN "ranked" + ON "groups"."poutcome" = "ranked"."poutcome" + AND "ranked"."rn" = CAST((0.9 * "ranked"."cnt") + 0.999999 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e06bd13aa78bee64.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e06bd13aa78bee64.sql new file mode 100644 index 0000000000000000000000000000000000000000..0bda35718e7fcd79ee79296dbd425073b7bcc04b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e06bd13aa78bee64.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_e06bd13aa78bee64 +-- problem_id: v2p_m8_2e1b838e22f377ba +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "campaign", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "m8" +GROUP BY "campaign" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e1cbf2bdaee47a79.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e1cbf2bdaee47a79.sql new file mode 100644 index 0000000000000000000000000000000000000000..4675dd713420fcedec698c593bdc47669c8c09ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e1cbf2bdaee47a79.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_e1cbf2bdaee47a79 +-- problem_id: v2p_m8_faaea4806c7b12b3 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("balance" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "y" +HAVING COUNT(*) > 5 +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e1e2dbb02462c8de.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e1e2dbb02462c8de.sql new file mode 100644 index 0000000000000000000000000000000000000000..d677ff6c1cfeedd9a5d72a306a25430849bea86d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e1e2dbb02462c8de.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m8_e1e2dbb02462c8de +-- problem_id: v2p_m8_9249f67719b8193f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "age" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "age" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e268cada994e0894.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e268cada994e0894.sql new file mode 100644 index 0000000000000000000000000000000000000000..44bdb4dbd9cb6f9621cb4748cb0a7f25dc0f3a0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e268cada994e0894.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m8_e268cada994e0894 +-- problem_id: v2p_m8_3f016fd26073f132 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + "pdays", + NTILE(10) OVER (ORDER BY CAST("pdays" AS REAL) DESC) AS "tail_bucket" + FROM "m8" +) +SELECT "pdays" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("pdays" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e4d09aa2686f497b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e4d09aa2686f497b.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8c24030f03cec94d71d93b2ebeacfef8b65265a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e4d09aa2686f497b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_e4d09aa2686f497b +-- problem_id: v2p_m8_1ad3cba667242fe2 +-- realization_mode: agent +-- source_kind: agent +SELECT "default", COUNT(*) AS support +FROM "m8" +WHERE "housing" = 'no' +GROUP BY "default" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e4ed767e33e638af.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e4ed767e33e638af.sql new file mode 100644 index 0000000000000000000000000000000000000000..303b263ecdca55f5c61968746b357c9e7a481962 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e4ed767e33e638af.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_e4ed767e33e638af +-- problem_id: v2p_m8_082834166c4fbfdc +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "previous", + COUNT(*) AS support, + AVG("duration") AS avg_response +FROM "m8" +GROUP BY "previous" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e68f824c924b38c1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e68f824c924b38c1.sql new file mode 100644 index 0000000000000000000000000000000000000000..f483b0ca68b3ef566beb2a1e5f2963b40e9cfc4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e68f824c924b38c1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_e68f824c924b38c1 +-- problem_id: v2p_m8_95739a286f31fbc3 +-- realization_mode: agent +-- source_kind: agent +SELECT "month", AVG(CAST("duration" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "month" +HAVING COUNT(*) > 5 +ORDER BY "month"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e6e942782f363acc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e6e942782f363acc.sql new file mode 100644 index 0000000000000000000000000000000000000000..be42bff84803e40fb0e788784ae1e6d3446454a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e6e942782f363acc.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_e6e942782f363acc +-- problem_id: v2p_m8_8af4961cc12f0300 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", "age", + SUM(CAST("previous" AS REAL)) AS total_measure, + SUM(CAST("previous" AS REAL)) * 100.0 / SUM(SUM(CAST("previous" AS REAL))) OVER (PARTITION BY "job") AS share_within_group +FROM "m8" +GROUP BY "job", "age" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e755276d2e864a2e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e755276d2e864a2e.sql new file mode 100644 index 0000000000000000000000000000000000000000..e3e55e1ad46de1c05ebdf4fe9f7022308ba311de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_e755276d2e864a2e.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m8_e755276d2e864a2e +-- problem_id: v2p_m8_a33b889314f3bab4 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "poutcome" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "poutcome" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_eaa5a41b648ad63f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_eaa5a41b648ad63f.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b75ce20c962b591ab25ac052525e13794bd43dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_eaa5a41b648ad63f.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m8_eaa5a41b648ad63f +-- problem_id: v2p_m8_cf600958860dea13 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "housing" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "housing" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_eb370c234f11bb26.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_eb370c234f11bb26.sql new file mode 100644 index 0000000000000000000000000000000000000000..0a7ac6d44a9d918e2397628866165a7a73fb3c87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_eb370c234f11bb26.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_eb370c234f11bb26 +-- problem_id: v2p_m8_77e45ac36a3321bb +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "previous", + SUM(CAST("pdays" AS REAL)) AS total_measure, + SUM(CAST("pdays" AS REAL)) * 100.0 / SUM(SUM(CAST("pdays" AS REAL))) OVER (PARTITION BY "age") AS share_within_group +FROM "m8" +GROUP BY "age", "previous" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_ed4460be2810f9ed.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_ed4460be2810f9ed.sql new file mode 100644 index 0000000000000000000000000000000000000000..0bb313cb8eb34ca29c18b0cf71ed72eb7b9d0b45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_ed4460be2810f9ed.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_ed4460be2810f9ed +-- problem_id: v2p_m8_ddb86371f168b45b +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", COUNT(*) AS support +FROM "m8" +WHERE CAST("age" AS REAL) >= 48.0 +GROUP BY "marital" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f3dfec87ff58e3f6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f3dfec87ff58e3f6.sql new file mode 100644 index 0000000000000000000000000000000000000000..4153ea22dac24fd0a1c3fa7033d1d2ac4cf0fea8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f3dfec87ff58e3f6.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_f3dfec87ff58e3f6 +-- problem_id: v2p_m8_f0ab0ebcedcc7be8 +-- realization_mode: agent +-- source_kind: agent +SELECT "default", COUNT(*) AS support +FROM "m8" +WHERE "marital" = 'single' +GROUP BY "default" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f3f41add0ddd46bb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f3f41add0ddd46bb.sql new file mode 100644 index 0000000000000000000000000000000000000000..d9bdf732ee52fe52442b4bf8496e11fc6b293e33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f3f41add0ddd46bb.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m8_f3f41add0ddd46bb +-- problem_id: v2p_m8_41a6a7b9a41e4abc +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "month", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "month" +ORDER BY support ASC, "marital", "month" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f4620b5a5fad64d7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f4620b5a5fad64d7.sql new file mode 100644 index 0000000000000000000000000000000000000000..01eb97c16287dee6ecd8b989255393b1e1f84ebe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f4620b5a5fad64d7.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_f4620b5a5fad64d7 +-- problem_id: v2p_m8_b31dbb50b7d615d7 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", AVG(CAST("pdays" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "education" +HAVING COUNT(*) > 5 +ORDER BY "education"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f466dab3d7d8f3eb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f466dab3d7d8f3eb.sql new file mode 100644 index 0000000000000000000000000000000000000000..dcd538a0f651f05d0f5b8776d0053ee49ed560a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f466dab3d7d8f3eb.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_f466dab3d7d8f3eb +-- problem_id: v2p_m8_92d379932fe108b3 +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", "duration", + SUM(CAST("day" AS NUMERIC)) AS total_measure, + SUM(CAST("day" AS NUMERIC)) * 100.0 / SUM(SUM(CAST("day" AS NUMERIC))) OVER (PARTITION BY "previous") AS share_within_group +FROM "m8" +GROUP BY "previous", "duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f5701a688c18843e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f5701a688c18843e.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1d8626ed4a6b109016fe7ba659343465e146647 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f5701a688c18843e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_f5701a688c18843e +-- problem_id: v2p_m8_eeda89e31e230114 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", + CAST("age" AS REAL) AS percentile_measure +FROM "m8" +GROUP BY "age" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f5a8f9e7ff007d76.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f5a8f9e7ff007d76.sql new file mode 100644 index 0000000000000000000000000000000000000000..8fd8827d6bd25404455512cc142b1a9d8ff5b8cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f5a8f9e7ff007d76.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m8_f5a8f9e7ff007d76 +-- problem_id: v2p_m8_3e1f5184ee720463 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "default", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "default" +ORDER BY support ASC, "marital", "default" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f604ba6257a41a07.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f604ba6257a41a07.sql new file mode 100644 index 0000000000000000000000000000000000000000..3316c85f1e87b9deeb2951b1847b7f2692c7fdb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f604ba6257a41a07.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_f604ba6257a41a07 +-- problem_id: v2p_m8_aa9b8a32e087f2f3 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", "poutcome", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m8" +GROUP BY "marital", "poutcome" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f6212c62e8a5b37b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f6212c62e8a5b37b.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f57e8968e92c0418816724b4fb91220871203c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f6212c62e8a5b37b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m8_f6212c62e8a5b37b +-- problem_id: v2p_m8_f947b6a79cef21ab +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "day", + COUNT(*) AS support, + AVG("duration") AS avg_response +FROM "m8" +GROUP BY "day" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f643be0e6d5902ab.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f643be0e6d5902ab.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe0e78499018ddc79f37865c4b2cdc83af0e47ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f643be0e6d5902ab.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m8_f643be0e6d5902ab +-- problem_id: v2p_m8_8bc0f8cde33d4229 +-- realization_mode: agent +-- source_kind: agent +SELECT "day", SUM(CAST("day" AS NUMERIC)) AS total_measure +FROM "m8" +GROUP BY "day" +HAVING SUM(CAST("day" AS NUMERIC)) > 21.0 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f704a5875efcacb7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f704a5875efcacb7.sql new file mode 100644 index 0000000000000000000000000000000000000000..946e6e815b250e3b9f18c4540d6edfa21cc65eec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f704a5875efcacb7.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m8_f704a5875efcacb7 +-- problem_id: v2p_m8_cc93e5682c11f280 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "day", COUNT(*) AS "row_count" +FROM "m8" +WHERE CAST("duration" AS REAL) >= 319.0 +GROUP BY "housing", "day" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f772a1d2acf37972.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f772a1d2acf37972.sql new file mode 100644 index 0000000000000000000000000000000000000000..6bf82f7f718fbd99c5ab5c9503290a1cbbe014d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f772a1d2acf37972.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_f772a1d2acf37972 +-- problem_id: v2p_m8_50168ff9a75d0cdf +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "default" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "default" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f7a0b7299ca60080.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f7a0b7299ca60080.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c7e45bcc8b3661311331b8590249dedd7acfc07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f7a0b7299ca60080.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m8_f7a0b7299ca60080 +-- problem_id: v2p_m8_fa34b584612d7583 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", COUNT(*) AS support +FROM "m8" +WHERE "job" = 'technician' +GROUP BY "education" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f7ccc6568fba0642.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f7ccc6568fba0642.sql new file mode 100644 index 0000000000000000000000000000000000000000..f28530bd243ddb49582c82b7f510d0d2d71ae230 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_f7ccc6568fba0642.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_f7ccc6568fba0642 +-- problem_id: v2p_m8_cc1d762c6967ce1a +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", AVG(CAST("previous" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "previous" +HAVING COUNT(*) > 5 +ORDER BY "previous"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_fa1a865cb2b84953.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_fa1a865cb2b84953.sql new file mode 100644 index 0000000000000000000000000000000000000000..9aa1b221a2e95040517f5c7421b9cd31da90bd81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_fa1a865cb2b84953.sql @@ -0,0 +1,68 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m8_fa1a865cb2b84953 +-- problem_id: v2p_m8_cb14e7c84857c7e2 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "age", + CAST("previous" AS REAL) AS "previous_value" + FROM "m8" + WHERE "default" = 'yes' +), +"ranked" AS ( + SELECT + "age", + "previous_value", + ROW_NUMBER() OVER (PARTITION BY "age" ORDER BY "previous_value") AS "rn", + COUNT(*) OVER (PARTITION BY "age") AS "cnt" + FROM "filtered" +), +"pos" AS ( + SELECT DISTINCT + "age", + "cnt", + (0.9 * ("cnt" - 1) + 1.0) AS "p" + FROM "ranked" +), +"bounds" AS ( + SELECT + "age", + "cnt", + "p", + CAST("p" AS INT) AS "lo_rn", + CASE + WHEN "p" > CAST("p" AS INT) THEN CAST("p" AS INT) + 1 + ELSE CAST("p" AS INT) + END AS "hi_rn" + FROM "pos" +), +"picked" AS ( + SELECT + b."age", + b."cnt", + b."p", + MAX(CASE WHEN r."rn" = b."lo_rn" THEN r."previous_value" END) AS "lo_val", + MAX(CASE WHEN r."rn" = b."hi_rn" THEN r."previous_value" END) AS "hi_val" + FROM "bounds" AS b + JOIN "ranked" AS r + ON r."age" = b."age" + GROUP BY b."age", b."cnt", b."p" +) +SELECT + "age", + CASE + WHEN "cnt" = 1 THEN "lo_val" + WHEN "lo_val" = "hi_val" THEN "lo_val" + ELSE "lo_val" + (("p" - CAST("p" AS INT)) * ("hi_val" - "lo_val")) + END AS "conditional_percentile" +FROM "picked" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_fad14e2f7afad02d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_fad14e2f7afad02d.sql new file mode 100644 index 0000000000000000000000000000000000000000..d2f3da54cebe2fa310859f918eb16ed3c264a858 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_fad14e2f7afad02d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_fad14e2f7afad02d +-- problem_id: v2p_m8_3d617123d3e608bf +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "poutcome" +HAVING COUNT(*) > 5 +ORDER BY "poutcome"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_fcb9cd7119043ae0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_fcb9cd7119043ae0.sql new file mode 100644 index 0000000000000000000000000000000000000000..0860bf7685379cc61940288d097005e923559735 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_fcb9cd7119043ae0.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_fcb9cd7119043ae0 +-- problem_id: v2p_m8_1cea551144a003e2 +-- realization_mode: agent +-- source_kind: agent +SELECT "default", "duration", + SUM(CAST("day" AS REAL)) AS total_measure, + SUM(CAST("day" AS REAL)) * 100.0 / SUM(SUM(CAST("day" AS REAL))) OVER (PARTITION BY "default") AS share_within_group +FROM "m8" +GROUP BY "default", "duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_fd3f56cfaa77fb9c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_fd3f56cfaa77fb9c.sql new file mode 100644 index 0000000000000000000000000000000000000000..8cde1a667362e1804728bff01f1f63625abe90c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_fd3f56cfaa77fb9c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m8_fd3f56cfaa77fb9c +-- problem_id: v2p_m8_6cc691efedf7d13a +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "campaign", COUNT(*) AS row_count +FROM "m8" +WHERE CAST("pdays" AS REAL) >= -1.0 +GROUP BY "housing", "campaign" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_fd68f042dec52886.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_fd68f042dec52886.sql new file mode 100644 index 0000000000000000000000000000000000000000..899b4bfd316a68421c637f65b4fc604546a78a77 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_fd68f042dec52886.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_fd68f042dec52886 +-- problem_id: v2p_m8_95023a1893558bc8 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", "contact", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "education", "contact" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_fd71869b2096c40e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_fd71869b2096c40e.sql new file mode 100644 index 0000000000000000000000000000000000000000..55dda7db0293da3733297d468a37c881b0220591 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_fd71869b2096c40e.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m8_fd71869b2096c40e +-- problem_id: v2p_m8_0b70f0be1dc30d7c +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", "campaign", + SUM(CAST("duration" AS REAL)) AS total_measure, + SUM(CAST("duration" AS REAL)) * 100.0 / SUM(SUM(CAST("duration" AS REAL))) OVER (PARTITION BY "poutcome") AS share_within_group +FROM "m8" +GROUP BY "poutcome", "campaign" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_ff1c9abd3d414c74.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_ff1c9abd3d414c74.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1b6bf239a376aa58277f5cb4da2d00dc290290c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_ff1c9abd3d414c74.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m8_ff1c9abd3d414c74 +-- problem_id: v2p_m8_8dbc2d9ce0fb90d2 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("previous" AS REAL) AS "previous_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("previous" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "m8" + WHERE "previous" IS NOT NULL +), +"picked" AS ( + SELECT + "y", + "previous_value", + "rn", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "y", + "previous_value" AS "percentile_measure" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_ff5180d33cd410c4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_ff5180d33cd410c4.sql new file mode 100644 index 0000000000000000000000000000000000000000..367bc50a226dc648194b3e09be084bcd6603ad44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/m8/sql/v2q_m8_ff5180d33cd410c4.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: m8 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m8_ff5180d33cd410c4 +-- problem_id: v2p_m8_dcb8c2968cf293b5 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "education" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "education" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00474a40fce5bc71/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00474a40fce5bc71/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..78c7f27e16a31076aa0659c5c5c50c7548540ea0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00474a40fce5bc71/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"pH": "3.14", "support": 172, "avg_response": 0.335406976744186}, {"pH": "3.16", "support": 164, "avg_response": 0.3357317073170732}, {"pH": "3.22", "support": 146, "avg_response": 0.3027397260273973}, {"pH": "3.19", "support": 145, "avg_response": 0.3413103448275862}, {"pH": "3.18", "support": 138, "avg_response": 0.34782608695652173}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00474a40fce5bc71/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00474a40fce5bc71/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d1183e579416ee1ba03bbedf95dfdc9d94332d86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00474a40fce5bc71/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_00474a40fce5bc71 +-- problem_id: v2p_n3_f5cb46b70a33e1a4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pH", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "pH" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00474a40fce5bc71/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00474a40fce5bc71/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f15e06e887b7d2d23873f2d4dbc5a9a55825e299 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00474a40fce5bc71/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_00474a40fce5bc71\n-- problem_id: v2p_n3_f5cb46b70a33e1a4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"pH\",\n COUNT(*) AS support,\n AVG(\"citric acid\") AS avg_response\nFROM \"n3\"\nGROUP BY \"pH\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_00474a40fce5bc71\\n-- problem_id: v2p_n3_f5cb46b70a33e1a4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"pH\\\",\\n COUNT(*) AS support,\\n AVG(\\\"citric acid\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"pH\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"pH\", \"support\", \"avg_response\"], \"rows\": [{\"pH\": \"3.14\", \"support\": 172, \"avg_response\": 0.335406976744186}, {\"pH\": \"3.16\", \"support\": 164, \"avg_response\": 0.3357317073170732}, {\"pH\": \"3.22\", \"support\": 146, \"avg_response\": 0.3027397260273973}, {\"pH\": \"3.19\", \"support\": 145, \"avg_response\": 0.3413103448275862}, {\"pH\": \"3.18\", \"support\": 138, \"avg_response\": 0.34782608695652173}, {\"pH\": \"3.2\", \"support\": 137, \"avg_response\": 0.327956204379562}, {\"pH\": \"3.08\", \"support\": 136, \"avg_response\": 0.34286764705882355}, {\"pH\": \"3.15\", \"support\": 136, \"avg_response\": 0.32492647058823526}, {\"pH\": \"3.1\", \"support\": 135, \"avg_response\": 0.3328148148148148}, {\"pH\": \"3.12\", \"support\": 134, \"avg_response\": 0.3414179104477612}, {\"pH\": \"3.24\", \"support\": 132, \"avg_response\": 0.3262878787878788}, {\"pH\": \"3.11\", \"support\": 126, \"avg_response\": 0.33825396825396825}, {\"pH\": \"3.17\", \"support\": 124, \"avg_response\": 0.3157258064516129}, {\"pH\": \"3.13\", \"support\": 117, \"avg_response\": 0.3353846153846154}, {\"pH\": \"3.23\", \"support\": 116, \"avg_response\": 0.325}, {\"pH\": \"3.06\", \"support\": 115, \"avg_response\": 0.3711304347826087}, {\"pH\": \"3.25\", \"support\": 114, \"avg_response\": 0.33008771929824565}, {\"pH\": \"3.04\", \"support\": 97, \"avg_response\": 0.3650515463917525}, {\"pH\": \"3.26\", \"support\": 96, \"avg_response\": 0.33}, {\"pH\": \"3.21\", \"support\": 95, \"avg_response\": 0.33052631578947367}, {\"pH\": \"3.3\", \"support\": 93, \"avg_response\": 0.2986021505376344}, {\"pH\": \"3.09\", \"support\": 92, \"avg_response\": 0.378695652173913}, {\"pH\": \"3.05\", \"support\": 89, \"avg_response\": 0.3406741573033708}, {\"pH\": \"3.27\", \"support\": 88, \"avg_response\": 0.3109090909090909}, {\"pH\": \"3.28\", \"support\": 87, \"avg_response\": 0.3239080459770115}, {\"pH\": \"3.32\", \"support\": 86, \"avg_response\": 0.31511627906976747}, {\"pH\": \"3.36\", \"support\": 83, \"avg_response\": 0.26963855421686744}, {\"pH\": \"3.29\", \"support\": 82, \"avg_response\": 0.3304878048780488}, {\"pH\": \"3.07\", \"support\": 79, \"avg_response\": 0.360126582278481}, {\"pH\": \"3.31\", \"support\": 79, \"avg_response\": 0.3182278481012658}, {\"pH\": \"3.34\", \"support\": 79, \"avg_response\": 0.2993670886075949}, {\"pH\": \"3.03\", \"support\": 78, \"avg_response\": 0.37012820512820516}, {\"pH\": \"3\", \"support\": 74, \"avg_response\": 0.3581081081081081}, {\"pH\": \"3.02\", \"support\": 68, \"avg_response\": 0.38911764705882357}, {\"pH\": \"2.99\", \"support\": 68, \"avg_response\": 0.36661764705882355}, {\"pH\": \"2.96\", \"support\": 63, \"avg_response\": 0.37761904761904763}, {\"pH\": \"3.38\", \"support\": 58, \"avg_response\": 0.31568965517241376}, {\"pH\": \"3.01\", \"support\": 49, \"avg_response\": 0.3783673469387755}, {\"pH\": \"3.33\", \"support\": 49, \"avg_response\": 0.3230612244897959}, {\"pH\": \"3.37\", \"support\": 49, \"avg_response\": 0.3073469387755102}, {\"pH\": \"3.42\", \"support\": 48, \"avg_response\": 0.30895833333333333}, {\"pH\": \"3.35\", \"support\": 48, \"avg_response\": 0.30416666666666664}, {\"pH\": \"2.98\", \"support\": 41, \"avg_response\": 0.4131707317073171}, {\"pH\": \"3.39\", \"support\": 40, \"avg_response\": 0.32825000000000004}, {\"pH\": \"3.4\", \"support\": 39, \"avg_response\": 0.30974358974358973}, {\"pH\": \"2.93\", \"support\": 38, \"avg_response\": 0.36289473684210527}, {\"pH\": \"2.94\", \"support\": 35, \"avg_response\": 0.3462857142857143}, {\"pH\": \"3.44\", \"support\": 33, \"avg_response\": 0.2612121212121212}, {\"pH\": \"2.97\", \"support\": 32, \"avg_response\": 0.30062500000000003}, {\"pH\": \"2.9\", \"support\": 31, \"avg_response\": 0.3545161290322581}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.6}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00474a40fce5bc71/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00474a40fce5bc71/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c5e1b24574c5bac8097d27a70fb8d481c601c2b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00474a40fce5bc71/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.402323+00:00", + "ended_at": "2026-05-04T09:37:05.411340+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_00474a40fce5bc71", + "problem_id": "v2p_n3_f5cb46b70a33e1a4", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=citric acid, key_col=pH.", + "bindings": { + "key_col": "pH", + "measure_col": "citric acid", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=31", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 31, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_00474a40fce5bc71.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00474a40fce5bc71/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00474a40fce5bc71/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00474a40fce5bc71/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32b5cf80b813f5b094010f4c62d518f1fddc3b56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7852, "bytes_utf8": 7852, "lines": 240, "estimated_tokens": 2250}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22339, "cached_input_tokens": 20864, "output_tokens": 159}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9b6d84d479605618fde8542e319a721c93398bd9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_00df2c4fb7ee25c7", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 20864, + "output_tokens": 159, + "total_tokens": 22498, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2381, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11685.7, + "sql_execution_elapsed_ms_total": 5.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_00df2c4fb7ee25c7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6523433667c32676173f049ff53bc50dd4187797 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:33:39.650449+00:00", + "ended_at": "2026-05-04T09:33:51.330878+00:00", + "elapsed_ms": 11685.7, + "prompt_metrics": { + "chars": 7852, + "bytes_utf8": 7852, + "lines": 240, + "estimated_tokens": 2250 + }, + "stdout_metrics": { + "chars": 829, + "bytes_utf8": 829, + "lines": 4, + "estimated_tokens": 245 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13151 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 495, + "bytes_utf8": 495, + "lines": 1, + "estimated_tokens": 131 + }, + "usage": { + "input_tokens": 22339, + "cached_input_tokens": 20864, + "output_tokens": 159 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f51c686cd4815fd04f51b82031fe9b4dfba2448 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=residual sugar.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c29a9c30e0393530d5107764b08c752be060da0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df256-105f-7763-95b1-382c7b18f4d5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"residual sugar\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING SUM(CAST(\\\"residual sugar\\\" AS REAL)) > 7.9\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Thresholded Group Ranking template with fixed bindings group_col=\\\"sulphates\\\" and measure_col=\\\"residual sugar\\\". Cast \\\"residual sugar\\\" from TEXT to REAL for correct numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22339,"cached_input_tokens":20864,"output_tokens":159}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4acd89cbff5a283cff7c4eb176429dbfc8c1df4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"sulphates\", SUM(CAST(\"residual sugar\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING SUM(CAST(\"residual sugar\" AS REAL)) > 7.9\nORDER BY total_measure DESC\nLIMIT 19;","notes":"Used the provided Thresholded Group Ranking template with fixed bindings group_col=\"sulphates\" and measure_col=\"residual sugar\". Cast \"residual sugar\" from TEXT to REAL for correct numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c2013ae83c799fad3b1c126f3b2df7ddc3019b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:33:39.872057Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:33:42.227898Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:33:50.572263Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c75f8953d05b50073512711fbbf019c981ffd5e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=residual sugar. +Result preview: [{"sulphates": "0.5", "total_measure": 2026.35}, {"sulphates": "0.46", "total_measure": 1565.05}, {"sulphates": "0.44", "total_measure": 1485.8}, {"sulphates": "0.38", "total_measure": 1469.75}, {"sulphates": "0.49", "total_measure": 1200.05}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..325801d626e46ecdf7e90dcf064217055d796159 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_00df2c4fb7ee25c7 +-- problem_id: v2p_n3_7d8078a8b12e07ee +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("residual sugar" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "sulphates" +HAVING SUM(CAST("residual sugar" AS REAL)) > 7.9 +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b36f4858174ae7393c2cfd7b7d8503fd5941e0c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"sulphates\", SUM(CAST(\"residual sugar\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING SUM(CAST(\"residual sugar\" AS REAL)) > 7.9\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"residual sugar\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING SUM(CAST(\\\"residual sugar\\\" AS REAL)) > 7.9\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"sulphates\", \"total_measure\"], \"rows\": [{\"sulphates\": \"0.5\", \"total_measure\": 2026.35}, {\"sulphates\": \"0.46\", \"total_measure\": 1565.05}, {\"sulphates\": \"0.44\", \"total_measure\": 1485.8}, {\"sulphates\": \"0.38\", \"total_measure\": 1469.75}, {\"sulphates\": \"0.49\", \"total_measure\": 1200.05}, {\"sulphates\": \"0.45\", \"total_measure\": 1166.45}, {\"sulphates\": \"0.48\", \"total_measure\": 1159.25}, {\"sulphates\": \"0.42\", \"total_measure\": 1126.35}, {\"sulphates\": \"0.47\", \"total_measure\": 1087.75}, {\"sulphates\": \"0.43\", \"total_measure\": 1053.25}, {\"sulphates\": \"0.54\", \"total_measure\": 1017.85}, {\"sulphates\": \"0.52\", \"total_measure\": 990.05}, {\"sulphates\": \"0.4\", \"total_measure\": 946.95}, {\"sulphates\": \"0.53\", \"total_measure\": 931.1}, {\"sulphates\": \"0.51\", \"total_measure\": 926.1}, {\"sulphates\": \"0.41\", \"total_measure\": 921.2}, {\"sulphates\": \"0.39\", \"total_measure\": 896.05}, {\"sulphates\": \"0.37\", \"total_measure\": 817.05}, {\"sulphates\": \"0.36\", \"total_measure\": 753.65}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.13}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d830a1facdd23c7e9d2f5c2c391856c1a1336afb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:33:39.647592+00:00", + "ended_at": "2026-05-04T09:33:51.374072+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_00df2c4fb7ee25c7", + "problem_id": "v2p_n3_7d8078a8b12e07ee", + "dataset_id": "n3", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=residual sugar.", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=124" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_00df2c4fb7ee25c7.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_00df2c4fb7ee25c7", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 20864, + "output_tokens": 159, + "total_tokens": 22498, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2381, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11685.7, + "sql_execution_elapsed_ms_total": 5.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_00df2c4fb7ee25c7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef31acd2846be5b8914c484bc903a69ee5f073b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:33:51.357503+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11685.7, "started_at": "2026-05-04T09:33:39.650449+00:00", "ended_at": "2026-05-04T09:33:51.330878+00:00", "prompt_metrics": {"chars": 7852, "bytes_utf8": 7852, "lines": 240, "estimated_tokens": 2250}, "response_metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22339, "cached_input_tokens": 20864, "output_tokens": 159}, "stderr_preview": "2026-05-04T09:33:39.872057Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:33:42.227898Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 7.9\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Thresholded Group Ranking template with fixed bindings group_col=\\\"sulphates\\\" and measure_col=\\\"residual sugar\\\". Cast \\\"residual sugar\\\" from TEXT to REAL for correct numeric aggregation in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f25de2b0f7fe059248e138307ed3ad2237004eb4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_00df2c4fb7ee25c7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_00df2c4fb7ee25c7", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 20864, + "output_tokens": 159, + "total_tokens": 22498, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2381, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11685.7, + "sql_execution_elapsed_ms_total": 5.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_00df2c4fb7ee25c7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4d82a8af40db7bc93cab9505f413fb10cbb2b83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7845, "bytes_utf8": 7845, "lines": 240, "estimated_tokens": 2238}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1087, "bytes_utf8": 1087, "lines": 1, "estimated_tokens": 312}, "usage": {"input_tokens": 22329, "cached_input_tokens": 20864, "output_tokens": 433}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ddef83cbeddb4a258d25b7f1450e6d8435101abb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_035f245e864e4b04", + "api_calls": 0, + "input_tokens": 22329, + "cached_input_tokens": 20864, + "output_tokens": 433, + "total_tokens": 22762, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2238, + "estimated_output_tokens": 312, + "estimated_total_tokens": 2550, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18902.48, + "sql_execution_elapsed_ms_total": 18.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_035f245e864e4b04\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..686f404ca831c2a31fcdea753e23c62cbbe9356c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:23:50.329364+00:00", + "ended_at": "2026-05-04T09:24:09.237464+00:00", + "elapsed_ms": 18902.48, + "prompt_metrics": { + "chars": 7845, + "bytes_utf8": 7845, + "lines": 240, + "estimated_tokens": 2238 + }, + "stdout_metrics": { + "chars": 1531, + "bytes_utf8": 1531, + "lines": 4, + "estimated_tokens": 488 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13227 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1087, + "bytes_utf8": 1087, + "lines": 1, + "estimated_tokens": 312 + }, + "usage": { + "input_tokens": 22329, + "cached_input_tokens": 20864, + "output_tokens": 433 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3595f581c97aebf69830752965ecb5681b3d2812 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=pH.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "pH", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..87c1ce74bc4b97b9fbdf8e9693eb0fac5f2027a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24d-1eca-7713-a235-0277473db59c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n CAST(\\\"pH\\\" AS REAL) AS \\\"pH_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"pH\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"pH\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"pH_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= ((95 * \\\"cnt\\\" + 99) / 100)\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based discrete 95th percentile per \\\"fixed acidity\\\" group on CAST(\\\"pH\\\" AS REAL), matching the planned grouped percentile intent with SQLite-compatible SQL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22329,"cached_input_tokens":20864,"output_tokens":433}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c7b68422a9d96f2060542cd4a377fe021952136 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"fixed acidity\",\n CAST(\"pH\" AS REAL) AS \"pH_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"pH\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"pH\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"fixed acidity\",\n \"pH_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= ((95 * \"cnt\" + 99) / 100)\n)\nSELECT\n \"fixed acidity\",\n \"percentile_measure\"\nFROM \"picked\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based discrete 95th percentile per \"fixed acidity\" group on CAST(\"pH\" AS REAL), matching the planned grouped percentile intent with SQLite-compatible SQL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b88ae0a871c06593b152e0a717b0bc71de032eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:23:53.818668Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:23:56.208956Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:24:08.649681Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..92ad6d0852320cfc3a123f799d22d16dfe0827c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=pH. +Result preview: [{"fixed acidity": "4.6", "percentile_measure": 3.79}, {"fixed acidity": "4.7", "percentile_measure": 3.76}, {"fixed acidity": "3.8", "percentile_measure": 3.75}, {"fixed acidity": "5", "percentile_measure": 3.69}, {"fixed acidity": "4.8", "percentile_measure": 3.66}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1b9384fefd8b464bec17331a8378b2f49daa704f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/generated_sql.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_035f245e864e4b04 +-- problem_id: v2p_n3_1919996010a246b9 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "fixed acidity", + CAST("pH" AS REAL) AS "pH_value", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY CAST("pH" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "n3" + WHERE "fixed acidity" IS NOT NULL + AND "pH" IS NOT NULL +), +"picked" AS ( + SELECT + "fixed acidity", + "pH_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= ((95 * "cnt" + 99) / 100) +) +SELECT + "fixed acidity", + "percentile_measure" +FROM "picked" +WHERE "pick_rank" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5bb3cdac3e74fb15bf85cade45717e6538fc5a39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"fixed acidity\",\n CAST(\"pH\" AS REAL) AS \"pH_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"pH\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"pH\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"fixed acidity\",\n \"pH_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= ((95 * \"cnt\" + 99) / 100)\n)\nSELECT\n \"fixed acidity\",\n \"percentile_measure\"\nFROM \"picked\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n CAST(\\\"pH\\\" AS REAL) AS \\\"pH_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"pH\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"pH\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"pH_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= ((95 * \\\"cnt\\\" + 99) / 100)\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"fixed acidity\", \"percentile_measure\"], \"rows\": [{\"fixed acidity\": \"4.6\", \"percentile_measure\": 3.79}, {\"fixed acidity\": \"4.7\", \"percentile_measure\": 3.76}, {\"fixed acidity\": \"3.8\", \"percentile_measure\": 3.75}, {\"fixed acidity\": \"5\", \"percentile_measure\": 3.69}, {\"fixed acidity\": \"4.8\", \"percentile_measure\": 3.66}, {\"fixed acidity\": \"4.2\", \"percentile_measure\": 3.65}, {\"fixed acidity\": \"5.3\", \"percentile_measure\": 3.59}, {\"fixed acidity\": \"3.9\", \"percentile_measure\": 3.57}, {\"fixed acidity\": \"5.2\", \"percentile_measure\": 3.56}, {\"fixed acidity\": \"5.5\", \"percentile_measure\": 3.55}, {\"fixed acidity\": \"5.1\", \"percentile_measure\": 3.54}, {\"fixed acidity\": \"5.4\", \"percentile_measure\": 3.54}, {\"fixed acidity\": \"5.6\", \"percentile_measure\": 3.54}, {\"fixed acidity\": \"5.7\", \"percentile_measure\": 3.54}, {\"fixed acidity\": \"5.8\", \"percentile_measure\": 3.53}, {\"fixed acidity\": \"5.9\", \"percentile_measure\": 3.52}, {\"fixed acidity\": \"6\", \"percentile_measure\": 3.5}, {\"fixed acidity\": \"6.3\", \"percentile_measure\": 3.49}, {\"fixed acidity\": \"6.4\", \"percentile_measure\": 3.49}, {\"fixed acidity\": \"4.4\", \"percentile_measure\": 3.48}, {\"fixed acidity\": \"6.2\", \"percentile_measure\": 3.48}, {\"fixed acidity\": \"4.9\", \"percentile_measure\": 3.47}, {\"fixed acidity\": \"6.1\", \"percentile_measure\": 3.47}, {\"fixed acidity\": \"7.4\", \"percentile_measure\": 3.46}, {\"fixed acidity\": \"7.9\", \"percentile_measure\": 3.45}, {\"fixed acidity\": \"6.7\", \"percentile_measure\": 3.44}, {\"fixed acidity\": \"6.5\", \"percentile_measure\": 3.43}, {\"fixed acidity\": \"6.6\", \"percentile_measure\": 3.42}, {\"fixed acidity\": \"7.3\", \"percentile_measure\": 3.42}, {\"fixed acidity\": \"6.9\", \"percentile_measure\": 3.41}, {\"fixed acidity\": \"7\", \"percentile_measure\": 3.41}, {\"fixed acidity\": \"7.2\", \"percentile_measure\": 3.41}, {\"fixed acidity\": \"6.8\", \"percentile_measure\": 3.4}, {\"fixed acidity\": \"6.15\", \"percentile_measure\": 3.39}, {\"fixed acidity\": \"7.7\", \"percentile_measure\": 3.39}, {\"fixed acidity\": \"7.1\", \"percentile_measure\": 3.38}, {\"fixed acidity\": \"8.3\", \"percentile_measure\": 3.38}, {\"fixed acidity\": \"7.5\", \"percentile_measure\": 3.37}, {\"fixed acidity\": \"8.7\", \"percentile_measure\": 3.36}, {\"fixed acidity\": \"7.6\", \"percentile_measure\": 3.35}, {\"fixed acidity\": \"4.5\", \"percentile_measure\": 3.34}, {\"fixed acidity\": \"8.4\", \"percentile_measure\": 3.34}, {\"fixed acidity\": \"7.8\", \"percentile_measure\": 3.32}, {\"fixed acidity\": \"8.1\", \"percentile_measure\": 3.31}, {\"fixed acidity\": \"9\", \"percentile_measure\": 3.31}, {\"fixed acidity\": \"8\", \"percentile_measure\": 3.29}, {\"fixed acidity\": \"8.2\", \"percentile_measure\": 3.28}, {\"fixed acidity\": \"8.8\", \"percentile_measure\": 3.28}, {\"fixed acidity\": \"6.45\", \"percentile_measure\": 3.27}, {\"fixed acidity\": \"9.1\", \"percentile_measure\": 3.23}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 18.42}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f868155ea8e6826d742a9fa6c425dc076bcb14d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:23:50.329364+00:00", + "ended_at": "2026-05-04T09:24:09.282429+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_035f245e864e4b04", + "problem_id": "v2p_n3_1919996010a246b9", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=pH.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "pH", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_035f245e864e4b04.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_035f245e864e4b04", + "api_calls": 0, + "input_tokens": 22329, + "cached_input_tokens": 20864, + "output_tokens": 433, + "total_tokens": 22762, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2238, + "estimated_output_tokens": 312, + "estimated_total_tokens": 2550, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18902.48, + "sql_execution_elapsed_ms_total": 18.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_035f245e864e4b04\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f427f5e291b78d09fbbe7346ad583b30dfa060e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:24:09.255692+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18902.48, "started_at": "2026-05-04T09:23:50.329364+00:00", "ended_at": "2026-05-04T09:24:09.237464+00:00", "prompt_metrics": {"chars": 7845, "bytes_utf8": 7845, "lines": 240, "estimated_tokens": 2238}, "response_metrics": {"chars": 1087, "bytes_utf8": 1087, "lines": 1, "estimated_tokens": 312}, "usage": {"input_tokens": 22329, "cached_input_tokens": 20864, "output_tokens": 433}, "stderr_preview": "2026-05-04T09:23:53.818668Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:23:56.208956Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = ((95 * \\\"cnt\\\" + 99) / 100)\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based discrete 95th percentile per \\\"fixed acidity\\\" group on CAST(\\\"pH\\\""} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f46b76bcb0671194f24ca0ab68e7ae9edd298f75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_035f245e864e4b04/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_035f245e864e4b04", + "api_calls": 0, + "input_tokens": 22329, + "cached_input_tokens": 20864, + "output_tokens": 433, + "total_tokens": 22762, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2238, + "estimated_output_tokens": 312, + "estimated_total_tokens": 2550, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18902.48, + "sql_execution_elapsed_ms_total": 18.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_035f245e864e4b04\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0905f74bda7eb4609d3d704d4214b27343050625 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"sulphates": "0.5", "support": 249, "avg_response": 6.7574297188755015}, {"sulphates": "0.46", "support": 225, "avg_response": 6.895555555555555}, {"sulphates": "0.44", "support": 216, "avg_response": 6.754166666666667}, {"sulphates": "0.38", "support": 214, "avg_response": 6.829439252336448}, {"sulphates": "0.42", "support": 181, "avg_response": 6.750276243093922}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..973cc9ab7a870990b3cfd2ab7c0e6d7f94da5b67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_05c5875477f5b6e2 +-- problem_id: v2p_n3_d1505d7dab0537e0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "sulphates", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c561b4bd9b66a7c258cc7f30016b0c348aac081 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_05c5875477f5b6e2\n-- problem_id: v2p_n3_d1505d7dab0537e0\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"sulphates\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_05c5875477f5b6e2\\n-- problem_id: v2p_n3_d1505d7dab0537e0\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"sulphates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"sulphates\", \"support\", \"avg_response\"], \"rows\": [{\"sulphates\": \"0.5\", \"support\": 249, \"avg_response\": 6.7574297188755015}, {\"sulphates\": \"0.46\", \"support\": 225, \"avg_response\": 6.895555555555555}, {\"sulphates\": \"0.44\", \"support\": 216, \"avg_response\": 6.754166666666667}, {\"sulphates\": \"0.38\", \"support\": 214, \"avg_response\": 6.829439252336448}, {\"sulphates\": \"0.42\", \"support\": 181, \"avg_response\": 6.750276243093922}, {\"sulphates\": \"0.48\", \"support\": 179, \"avg_response\": 6.76145251396648}, {\"sulphates\": \"0.45\", \"support\": 178, \"avg_response\": 6.824719101123595}, {\"sulphates\": \"0.47\", \"support\": 172, \"avg_response\": 6.94593023255814}, {\"sulphates\": \"0.4\", \"support\": 168, \"avg_response\": 6.6952380952380945}, {\"sulphates\": \"0.54\", \"support\": 167, \"avg_response\": 6.910179640718563}, {\"sulphates\": \"0.49\", \"support\": 166, \"avg_response\": 6.996987951807229}, {\"sulphates\": \"0.43\", \"support\": 161, \"avg_response\": 6.780124223602484}, {\"sulphates\": \"0.52\", \"support\": 156, \"avg_response\": 6.866666666666667}, {\"sulphates\": \"0.39\", \"support\": 151, \"avg_response\": 6.956953642384106}, {\"sulphates\": \"0.51\", \"support\": 140, \"avg_response\": 6.880714285714285}, {\"sulphates\": \"0.41\", \"support\": 139, \"avg_response\": 6.849640287769784}, {\"sulphates\": \"0.53\", \"support\": 135, \"avg_response\": 6.886666666666667}, {\"sulphates\": \"0.37\", \"support\": 129, \"avg_response\": 6.932558139534883}, {\"sulphates\": \"0.36\", \"support\": 120, \"avg_response\": 6.785833333333333}, {\"sulphates\": \"0.56\", \"support\": 108, \"avg_response\": 6.830555555555556}, {\"sulphates\": \"0.55\", \"support\": 102, \"avg_response\": 6.970588235294118}, {\"sulphates\": \"0.58\", \"support\": 99, \"avg_response\": 6.768686868686869}, {\"sulphates\": \"0.59\", \"support\": 97, \"avg_response\": 6.884536082474226}, {\"sulphates\": \"0.6\", \"support\": 88, \"avg_response\": 6.726136363636363}, {\"sulphates\": \"0.35\", \"support\": 85, \"avg_response\": 6.854117647058824}, {\"sulphates\": \"0.34\", \"support\": 84, \"avg_response\": 6.948809523809524}, {\"sulphates\": \"0.57\", \"support\": 83, \"avg_response\": 6.680722891566265}, {\"sulphates\": \"0.62\", \"support\": 68, \"avg_response\": 6.836764705882352}, {\"sulphates\": \"0.64\", \"support\": 67, \"avg_response\": 6.853731343283582}, {\"sulphates\": \"0.33\", \"support\": 59, \"avg_response\": 7.106779661016949}, {\"sulphates\": \"0.32\", \"support\": 54, \"avg_response\": 7.322222222222222}, {\"sulphates\": \"0.63\", \"support\": 48, \"avg_response\": 6.7625}, {\"sulphates\": \"0.61\", \"support\": 45, \"avg_response\": 6.8311111111111105}, {\"sulphates\": \"0.68\", \"support\": 44, \"avg_response\": 7.093181818181819}, {\"sulphates\": \"0.66\", \"support\": 36, \"avg_response\": 6.891666666666667}, {\"sulphates\": \"0.67\", \"support\": 35, \"avg_response\": 7.02}, {\"sulphates\": \"0.31\", \"support\": 35, \"avg_response\": 6.634285714285714}, {\"sulphates\": \"0.72\", \"support\": 33, \"avg_response\": 6.63939393939394}, {\"sulphates\": \"0.3\", \"support\": 31, \"avg_response\": 7.077419354838709}, {\"sulphates\": \"0.69\", \"support\": 30, \"avg_response\": 6.864999999999999}, {\"sulphates\": \"0.65\", \"support\": 28, \"avg_response\": 6.985714285714286}, {\"sulphates\": \"0.7\", \"support\": 27, \"avg_response\": 6.95925925925926}, {\"sulphates\": \"0.75\", \"support\": 22, \"avg_response\": 7.104545454545455}, {\"sulphates\": \"0.74\", \"support\": 19, \"avg_response\": 7.1157894736842096}, {\"sulphates\": \"0.76\", \"support\": 19, \"avg_response\": 6.942105263157895}, {\"sulphates\": \"0.78\", \"support\": 19, \"avg_response\": 6.894736842105263}, {\"sulphates\": \"0.71\", \"support\": 18, \"avg_response\": 6.533333333333333}, {\"sulphates\": \"0.29\", \"support\": 16, \"avg_response\": 7.2}, {\"sulphates\": \"0.79\", \"support\": 16, \"avg_response\": 6.98125}, {\"sulphates\": \"0.77\", \"support\": 16, \"avg_response\": 6.725}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.99}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5dbb9b0dbbf4788addd6ed0e58e3cc1c1c281e44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.424745+00:00", + "ended_at": "2026-05-04T09:37:05.432799+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_05c5875477f5b6e2", + "problem_id": "v2p_n3_d1505d7dab0537e0", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=fixed acidity, key_col=sulphates.", + "bindings": { + "key_col": "sulphates", + "measure_col": "fixed acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=33", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 33, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_05c5875477f5b6e2.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a70018aa47a11d8ecb8eadad140ed08252ebf1c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7847, "bytes_utf8": 7847, "lines": 242, "estimated_tokens": 2262}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 455, "bytes_utf8": 455, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22353, "cached_input_tokens": 20864, "output_tokens": 203}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..24516ba78f90afd14cf284a5f066daf6cfd45ad1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0662f91dff9c3774", + "api_calls": 0, + "input_tokens": 22353, + "cached_input_tokens": 20864, + "output_tokens": 203, + "total_tokens": 22556, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2262, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2381, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12246.71, + "sql_execution_elapsed_ms_total": 5.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_0662f91dff9c3774\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7090fb757a70a0fda81778a0efb2cba0b18f2649 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:22:10.933537+00:00", + "ended_at": "2026-05-04T09:22:23.179826+00:00", + "elapsed_ms": 12246.71, + "prompt_metrics": { + "chars": 7847, + "bytes_utf8": 7847, + "lines": 242, + "estimated_tokens": 2262 + }, + "stdout_metrics": { + "chars": 791, + "bytes_utf8": 791, + "lines": 4, + "estimated_tokens": 233 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13236 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 455, + "bytes_utf8": 455, + "lines": 1, + "estimated_tokens": 119 + }, + "usage": { + "input_tokens": 22353, + "cached_input_tokens": 20864, + "output_tokens": 203 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..64fdecbb1dc8d2d97ab181347f555e45346eac24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, group_col_2=quality, measure_col=sulphates.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "measure_col": "sulphates", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29c65f15c92a8744b3df7eb925df633a2e7c5d80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24b-8df3-73d1-8932-ad1520b97e5d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sulphates\\\", \\\"quality\\\", AVG(CAST(\\\"sulphates\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned two-dimensional group average template with group_col=\\\"sulphates\\\", group_col_2=\\\"quality\\\", and measure_col=\\\"sulphates\\\". CAST to REAL is included because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22353,"cached_input_tokens":20864,"output_tokens":203}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de9c1ac6dd71b8c89ac36864dd8aad9bae1a4afa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sulphates\", \"quality\", AVG(CAST(\"sulphates\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY avg_measure DESC;","notes":"Used the planned two-dimensional group average template with group_col=\"sulphates\", group_col_2=\"quality\", and measure_col=\"sulphates\". CAST to REAL is included because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8ce21b1a88b55b77309d194752dc33957d261b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:22:11.133038Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:22:13.495451Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:22:22.502281Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6c404aa03eb9dd05dece8f3fe867ded647a90c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, group_col_2=quality, measure_col=sulphates. +Result preview: [{"sulphates": "1.08", "quality": "7", "avg_measure": 1.08}, {"sulphates": "1.06", "quality": "6", "avg_measure": 1.06}, {"sulphates": "1.01", "quality": "6", "avg_measure": 1.01}, {"sulphates": "1", "quality": "6", "avg_measure": 1.0}, {"sulphates": "0.99", "quality": "7", "avg_measure": 0.99}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a6831f5ea61c8bf7f360bbd8a3ba555769a4469 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_0662f91dff9c3774 +-- problem_id: v2p_n3_876f5e0d8e853537 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", AVG(CAST("sulphates" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2cb036ea7b54d79ffa793a141e27f64516fbc5ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sulphates\", \"quality\", AVG(CAST(\"sulphates\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sulphates\\\", \\\"quality\\\", AVG(CAST(\\\"sulphates\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sulphates\", \"quality\", \"avg_measure\"], \"rows\": [{\"sulphates\": \"1.08\", \"quality\": \"7\", \"avg_measure\": 1.08}, {\"sulphates\": \"1.06\", \"quality\": \"6\", \"avg_measure\": 1.06}, {\"sulphates\": \"1.01\", \"quality\": \"6\", \"avg_measure\": 1.01}, {\"sulphates\": \"1\", \"quality\": \"6\", \"avg_measure\": 1.0}, {\"sulphates\": \"0.99\", \"quality\": \"7\", \"avg_measure\": 0.99}, {\"sulphates\": \"0.98\", \"quality\": \"6\", \"avg_measure\": 0.9800000000000001}, {\"sulphates\": \"0.98\", \"quality\": \"7\", \"avg_measure\": 0.98}, {\"sulphates\": \"0.97\", \"quality\": \"7\", \"avg_measure\": 0.97}, {\"sulphates\": \"0.96\", \"quality\": \"6\", \"avg_measure\": 0.96}, {\"sulphates\": \"0.96\", \"quality\": \"7\", \"avg_measure\": 0.96}, {\"sulphates\": \"0.95\", \"quality\": \"6\", \"avg_measure\": 0.95}, {\"sulphates\": \"0.95\", \"quality\": \"8\", \"avg_measure\": 0.95}, {\"sulphates\": \"0.95\", \"quality\": \"7\", \"avg_measure\": 0.9499999999999998}, {\"sulphates\": \"0.94\", \"quality\": \"7\", \"avg_measure\": 0.94}, {\"sulphates\": \"0.94\", \"quality\": \"8\", \"avg_measure\": 0.94}, {\"sulphates\": \"0.92\", \"quality\": \"6\", \"avg_measure\": 0.92}, {\"sulphates\": \"0.92\", \"quality\": \"7\", \"avg_measure\": 0.92}, {\"sulphates\": \"0.9\", \"quality\": \"6\", \"avg_measure\": 0.9}, {\"sulphates\": \"0.9\", \"quality\": \"7\", \"avg_measure\": 0.9}, {\"sulphates\": \"0.9\", \"quality\": \"8\", \"avg_measure\": 0.9}, {\"sulphates\": \"0.89\", \"quality\": \"7\", \"avg_measure\": 0.89}, {\"sulphates\": \"0.88\", \"quality\": \"5\", \"avg_measure\": 0.88}, {\"sulphates\": \"0.88\", \"quality\": \"6\", \"avg_measure\": 0.88}, {\"sulphates\": \"0.88\", \"quality\": \"7\", \"avg_measure\": 0.88}, {\"sulphates\": \"0.87\", \"quality\": \"4\", \"avg_measure\": 0.87}, {\"sulphates\": \"0.87\", \"quality\": \"6\", \"avg_measure\": 0.87}, {\"sulphates\": \"0.86\", \"quality\": \"4\", \"avg_measure\": 0.86}, {\"sulphates\": \"0.86\", \"quality\": \"7\", \"avg_measure\": 0.86}, {\"sulphates\": \"0.85\", \"quality\": \"6\", \"avg_measure\": 0.85}, {\"sulphates\": \"0.85\", \"quality\": \"7\", \"avg_measure\": 0.85}, {\"sulphates\": \"0.84\", \"quality\": \"5\", \"avg_measure\": 0.84}, {\"sulphates\": \"0.84\", \"quality\": \"6\", \"avg_measure\": 0.84}, {\"sulphates\": \"0.84\", \"quality\": \"8\", \"avg_measure\": 0.84}, {\"sulphates\": \"0.83\", \"quality\": \"7\", \"avg_measure\": 0.83}, {\"sulphates\": \"0.82\", \"quality\": \"5\", \"avg_measure\": 0.82}, {\"sulphates\": \"0.82\", \"quality\": \"6\", \"avg_measure\": 0.82}, {\"sulphates\": \"0.82\", \"quality\": \"7\", \"avg_measure\": 0.82}, {\"sulphates\": \"0.82\", \"quality\": \"8\", \"avg_measure\": 0.82}, {\"sulphates\": \"0.81\", \"quality\": \"5\", \"avg_measure\": 0.81}, {\"sulphates\": \"0.81\", \"quality\": \"6\", \"avg_measure\": 0.81}, {\"sulphates\": \"0.81\", \"quality\": \"7\", \"avg_measure\": 0.81}, {\"sulphates\": \"0.8\", \"quality\": \"5\", \"avg_measure\": 0.8}, {\"sulphates\": \"0.8\", \"quality\": \"6\", \"avg_measure\": 0.8}, {\"sulphates\": \"0.8\", \"quality\": \"7\", \"avg_measure\": 0.8}, {\"sulphates\": \"0.79\", \"quality\": \"4\", \"avg_measure\": 0.79}, {\"sulphates\": \"0.79\", \"quality\": \"5\", \"avg_measure\": 0.79}, {\"sulphates\": \"0.79\", \"quality\": \"6\", \"avg_measure\": 0.79}, {\"sulphates\": \"0.79\", \"quality\": \"7\", \"avg_measure\": 0.79}, {\"sulphates\": \"0.79\", \"quality\": \"8\", \"avg_measure\": 0.79}, {\"sulphates\": \"0.78\", \"quality\": \"4\", \"avg_measure\": 0.78}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.88}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2eef28b57f4ffe727f144189eaf46c65a07c25e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:22:10.930915+00:00", + "ended_at": "2026-05-04T09:22:23.212618+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_0662f91dff9c3774", + "problem_id": "v2p_n3_876f5e0d8e853537", + "dataset_id": "n3", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, group_col_2=quality, measure_col=sulphates.", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "measure_col": "sulphates", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_0662f91dff9c3774.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0662f91dff9c3774", + "api_calls": 0, + "input_tokens": 22353, + "cached_input_tokens": 20864, + "output_tokens": 203, + "total_tokens": 22556, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2262, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2381, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12246.71, + "sql_execution_elapsed_ms_total": 5.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_0662f91dff9c3774\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a64afee2f3d1f3215f01f68f51c62cdb98a8fba5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0662f91dff9c3774/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:22:23.198792+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12246.71, "started_at": "2026-05-04T09:22:10.933537+00:00", "ended_at": "2026-05-04T09:22:23.179826+00:00", "prompt_metrics": {"chars": 7847, "bytes_utf8": 7847, "lines": 242, "estimated_tokens": 2262}, "response_metrics": {"chars": 455, "bytes_utf8": 455, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22353, "cached_input_tokens": 20864, "output_tokens": 203}, "stderr_preview": "2026-05-04T09:22:11.133038Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:22:13.495451Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f952223a8e4c64/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f952223a8e4c64/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e13ef1a521b3487cfe190fcce10dbec33b33315 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f952223a8e4c64/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_06f952223a8e4c64\n-- problem_id: v2p_n3_5384b09ebab91549\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"citric acid\",\n COUNT(*) AS support,\n AVG(\"residual sugar\") AS avg_response\nFROM \"n3\"\nGROUP BY \"citric acid\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_06f952223a8e4c64\\n-- problem_id: v2p_n3_5384b09ebab91549\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"citric acid\\\",\\n COUNT(*) AS support,\\n AVG(\\\"residual sugar\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"citric acid\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"citric acid\", \"support\", \"avg_response\"], \"rows\": [{\"citric acid\": \"0.3\", \"support\": 307, \"avg_response\": 6.08257328990228}, {\"citric acid\": \"0.28\", \"support\": 282, \"avg_response\": 6.637765957446808}, {\"citric acid\": \"0.32\", \"support\": 257, \"avg_response\": 5.710311284046693}, {\"citric acid\": \"0.34\", \"support\": 225, \"avg_response\": 5.696}, {\"citric acid\": \"0.29\", \"support\": 223, \"avg_response\": 6.1786995515695065}, {\"citric acid\": \"0.26\", \"support\": 219, \"avg_response\": 6.838356164383561}, {\"citric acid\": \"0.27\", \"support\": 216, \"avg_response\": 6.829398148148148}, {\"citric acid\": \"0.49\", \"support\": 215, \"avg_response\": 5.793255813953488}, {\"citric acid\": \"0.31\", \"support\": 200, \"avg_response\": 5.828250000000001}, {\"citric acid\": \"0.33\", \"support\": 183, \"avg_response\": 4.839617486338797}, {\"citric acid\": \"0.24\", \"support\": 181, \"avg_response\": 6.761878453038674}, {\"citric acid\": \"0.36\", \"support\": 177, \"avg_response\": 6.374576271186441}, {\"citric acid\": \"0.35\", \"support\": 137, \"avg_response\": 5.742700729927007}, {\"citric acid\": \"0.25\", \"support\": 136, \"avg_response\": 6.950367647058823}, {\"citric acid\": \"0.37\", \"support\": 134, \"avg_response\": 5.272014925373135}, {\"citric acid\": \"0.38\", \"support\": 122, \"avg_response\": 6.101639344262295}, {\"citric acid\": \"0.4\", \"support\": 117, \"avg_response\": 5.984615384615385}, {\"citric acid\": \"0.22\", \"support\": 104, \"avg_response\": 7.2125}, {\"citric acid\": \"0.39\", \"support\": 101, \"avg_response\": 6.066831683168317}, {\"citric acid\": \"0.42\", \"support\": 95, \"avg_response\": 6.873684210526315}, {\"citric acid\": \"0.23\", \"support\": 83, \"avg_response\": 7.213855421686747}, {\"citric acid\": \"0.41\", \"support\": 82, \"avg_response\": 7.407317073170732}, {\"citric acid\": \"0.2\", \"support\": 70, \"avg_response\": 8.616428571428571}, {\"citric acid\": \"0.21\", \"support\": 66, \"avg_response\": 5.36590909090909}, {\"citric acid\": \"0.44\", \"support\": 63, \"avg_response\": 7.317460317460317}, {\"citric acid\": \"0.46\", \"support\": 51, \"avg_response\": 6.512745098039216}, {\"citric acid\": \"0.18\", \"support\": 49, \"avg_response\": 5.6479591836734695}, {\"citric acid\": \"0.19\", \"support\": 48, \"avg_response\": 6.179166666666667}, {\"citric acid\": \"0.45\", \"support\": 46, \"avg_response\": 6.945652173913044}, {\"citric acid\": \"0.74\", \"support\": 41, \"avg_response\": 7.7560975609756095}, {\"citric acid\": \"0.48\", \"support\": 39, \"avg_response\": 7.769230769230769}, {\"citric acid\": \"0.47\", \"support\": 38, \"avg_response\": 6.530263157894737}, {\"citric acid\": \"0.43\", \"support\": 37, \"avg_response\": 6.454054054054055}, {\"citric acid\": \"0.5\", \"support\": 35, \"avg_response\": 8.82857142857143}, {\"citric acid\": \"0.16\", \"support\": 33, \"avg_response\": 5.590909090909091}, {\"citric acid\": \"0.17\", \"support\": 27, \"avg_response\": 6.951851851851852}, {\"citric acid\": \"0.14\", \"support\": 27, \"avg_response\": 5.546296296296297}, {\"citric acid\": \"0.51\", \"support\": 25, \"avg_response\": 9.212}, {\"citric acid\": \"0.52\", \"support\": 23, \"avg_response\": 6.782608695652174}, {\"citric acid\": \"0.15\", \"support\": 23, \"avg_response\": 4.997826086956522}, {\"citric acid\": \"0.56\", \"support\": 22, \"avg_response\": 8.76590909090909}, {\"citric acid\": \"0.58\", \"support\": 21, \"avg_response\": 10.55952380952381}, {\"citric acid\": \"0.54\", \"support\": 19, \"avg_response\": 8.873684210526315}, {\"citric acid\": \"0.12\", \"support\": 19, \"avg_response\": 4.536842105263158}, {\"citric acid\": \"0\", \"support\": 19, \"avg_response\": 3.526315789473684}, {\"citric acid\": \"0.13\", \"support\": 17, \"avg_response\": 5.885294117647058}, {\"citric acid\": \"0.53\", \"support\": 16, \"avg_response\": 8.228125}, {\"citric acid\": \"0.62\", \"support\": 14, \"avg_response\": 10.396428571428572}, {\"citric acid\": \"0.1\", \"support\": 14, \"avg_response\": 3.5500000000000003}, {\"citric acid\": \"0.57\", \"support\": 13, \"avg_response\": 6.384615384615385}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f952223a8e4c64/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f952223a8e4c64/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9298e71204306bee2868f08d0424bd698f7a637a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f952223a8e4c64/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.150608+00:00", + "ended_at": "2026-05-04T09:37:05.159376+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_06f952223a8e4c64", + "problem_id": "v2p_n3_5384b09ebab91549", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=residual sugar, key_col=citric acid.", + "bindings": { + "key_col": "citric acid", + "measure_col": "residual sugar", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_06f952223a8e4c64.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f952223a8e4c64/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f952223a8e4c64/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f952223a8e4c64/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9555c2a3bb9ce8c98197e5584b09c9f96bc8d2c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7924, "bytes_utf8": 7924, "lines": 243, "estimated_tokens": 2260}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22351, "cached_input_tokens": 21888, "output_tokens": 139}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7e6ed58cc055b2b7e00c77f93dfac336433fa994 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_06f975ae9205ee97", + "api_calls": 0, + "input_tokens": 22351, + "cached_input_tokens": 21888, + "output_tokens": 139, + "total_tokens": 22490, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2260, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2359, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12110.25, + "sql_execution_elapsed_ms_total": 3.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_06f975ae9205ee97\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fcbdd2296389730057d3a4ef03734fd031eafcb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:59:51.734590+00:00", + "ended_at": "2026-05-04T09:00:03.844371+00:00", + "elapsed_ms": 12110.25, + "prompt_metrics": { + "chars": 7924, + "bytes_utf8": 7924, + "lines": 243, + "estimated_tokens": 2260 + }, + "stdout_metrics": { + "chars": 722, + "bytes_utf8": 722, + "lines": 4, + "estimated_tokens": 200 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13203 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 397, + "bytes_utf8": 397, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 22351, + "cached_input_tokens": 21888, + "output_tokens": 139 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..559d95c9f7bbc90fbff9b41beb5dd63588d97dab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..646f6be11763352820b1fd5a63292621f81d59c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df237-1ecd-7373-ba5d-5ada01d52352"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the planned Grouped Condition Rate template with group_col bound to \\\"fixed acidity\\\" and condition_col bound to \\\"quality\\\", using condition_value '5'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22351,"cached_input_tokens":21888,"output_tokens":139}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2beb33f7db6c04acbfeac9ca33b9f19ca0fa5ca5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY condition_rate DESC;","notes":"Used the planned Grouped Condition Rate template with group_col bound to \"fixed acidity\" and condition_col bound to \"quality\", using condition_value '5'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ab1c61593332844deb4192f42fe1f864342b65b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:59:51.954874Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:59:54.429030Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:00:02.929317Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e81521363a09f038c375441ed652361afb3d39d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=fixed acidity, condition_col=quality. +Result preview: [{"fixed acidity": "6.15", "condition_rate": 1.0}, {"fixed acidity": "4.6", "condition_rate": 1.0}, {"fixed acidity": "4.5", "condition_rate": 1.0}, {"fixed acidity": "9.3", "condition_rate": 0.6666666666666666}, {"fixed acidity": "9.1", "condition_rate": 0.6666666666666666}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c77e9d2aad7bef18dffe8673e921f15d87992107 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_06f975ae9205ee97 +-- problem_id: v2p_n3_210cba88fc78dee7 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6f891f9613c0e347dee82836eb3ecd4799079fa7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"fixed acidity\", \"condition_rate\"], \"rows\": [{\"fixed acidity\": \"6.15\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"4.6\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"4.5\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"9.3\", \"condition_rate\": 0.6666666666666666}, {\"fixed acidity\": \"9.1\", \"condition_rate\": 0.6666666666666666}, {\"fixed acidity\": \"9.4\", \"condition_rate\": 0.6363636363636364}, {\"fixed acidity\": \"9.8\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"8.9\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"9.6\", \"condition_rate\": 0.6}, {\"fixed acidity\": \"4.9\", \"condition_rate\": 0.5714285714285714}, {\"fixed acidity\": \"9.5\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"10.3\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"8.6\", \"condition_rate\": 0.44}, {\"fixed acidity\": \"7.6\", \"condition_rate\": 0.42483660130718953}, {\"fixed acidity\": \"7.5\", \"condition_rate\": 0.4146341463414634}, {\"fixed acidity\": \"8.3\", \"condition_rate\": 0.40384615384615385}, {\"fixed acidity\": \"8.7\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"4.7\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"5.5\", \"condition_rate\": 0.3870967741935484}, {\"fixed acidity\": \"6.4\", \"condition_rate\": 0.375}, {\"fixed acidity\": \"8.2\", \"condition_rate\": 0.35714285714285715}, {\"fixed acidity\": \"7.2\", \"condition_rate\": 0.35436893203883496}, {\"fixed acidity\": \"9\", \"condition_rate\": 0.35294117647058826}, {\"fixed acidity\": \"8.4\", \"condition_rate\": 0.34285714285714286}, {\"fixed acidity\": \"6.6\", \"condition_rate\": 0.3413793103448276}, {\"fixed acidity\": \"7.7\", \"condition_rate\": 0.3333333333333333}, {\"fixed acidity\": \"7.4\", \"condition_rate\": 0.31443298969072164}, {\"fixed acidity\": \"7.9\", \"condition_rate\": 0.3108108108108108}, {\"fixed acidity\": \"6.8\", \"condition_rate\": 0.30194805194805197}, {\"fixed acidity\": \"6.1\", \"condition_rate\": 0.2967741935483871}, {\"fixed acidity\": \"6.9\", \"condition_rate\": 0.2946058091286307}, {\"fixed acidity\": \"7.8\", \"condition_rate\": 0.2903225806451613}, {\"fixed acidity\": \"7.1\", \"condition_rate\": 0.29}, {\"fixed acidity\": \"6.7\", \"condition_rate\": 0.2838983050847458}, {\"fixed acidity\": \"5.9\", \"condition_rate\": 0.2815533980582524}, {\"fixed acidity\": \"8.8\", \"condition_rate\": 0.2777777777777778}, {\"fixed acidity\": \"6.2\", \"condition_rate\": 0.2760416666666667}, {\"fixed acidity\": \"5.8\", \"condition_rate\": 0.2644628099173554}, {\"fixed acidity\": \"6\", \"condition_rate\": 0.2608695652173913}, {\"fixed acidity\": \"9.7\", \"condition_rate\": 0.25}, {\"fixed acidity\": \"8\", \"condition_rate\": 0.25}, {\"fixed acidity\": \"6.5\", \"condition_rate\": 0.24888888888888888}, {\"fixed acidity\": \"9.2\", \"condition_rate\": 0.23809523809523808}, {\"fixed acidity\": \"6.3\", \"condition_rate\": 0.23404255319148937}, {\"fixed acidity\": \"7.3\", \"condition_rate\": 0.2303370786516854}, {\"fixed acidity\": \"5.7\", \"condition_rate\": 0.22727272727272727}, {\"fixed acidity\": \"7\", \"condition_rate\": 0.22413793103448276}, {\"fixed acidity\": \"5.6\", \"condition_rate\": 0.19718309859154928}, {\"fixed acidity\": \"8.1\", \"condition_rate\": 0.19642857142857142}, {\"fixed acidity\": \"5.3\", \"condition_rate\": 0.18518518518518517}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.97}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..269fd50f68a6556f040a9f8fc265977fbd4e4272 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:59:51.731237+00:00", + "ended_at": "2026-05-04T09:00:03.874626+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_06f975ae9205ee97", + "problem_id": "v2p_n3_210cba88fc78dee7", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_06f975ae9205ee97.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_06f975ae9205ee97", + "api_calls": 0, + "input_tokens": 22351, + "cached_input_tokens": 21888, + "output_tokens": 139, + "total_tokens": 22490, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2260, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2359, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12110.25, + "sql_execution_elapsed_ms_total": 3.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_06f975ae9205ee97\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00d00a11758fcb5e238ace89b9def7403fc3c45f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_06f975ae9205ee97/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:00:03.862397+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12110.25, "started_at": "2026-05-04T08:59:51.734590+00:00", "ended_at": "2026-05-04T09:00:03.844371+00:00", "prompt_metrics": {"chars": 7924, "bytes_utf8": 7924, "lines": 243, "estimated_tokens": 2260}, "response_metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22351, "cached_input_tokens": 21888, "output_tokens": 139}, "stderr_preview": "2026-05-04T08:59:51.954874Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:59:54.429030Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=pH.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "pH", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..64ebde9599e63f36def8e6a3e354f3071526aeae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df244-87e6-7ac2-a121-93383a8f36bc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"pH\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"pH\\\". Cast \\\"pH\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22291,"cached_input_tokens":19840,"output_tokens":243}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a19e059b17c1e2605d0cae1bb0f209b7af03b2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"fixed acidity\", AVG(CAST(\"pH\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"fixed acidity\" and measure_col=\"pH\". Cast \"pH\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80d057cf38669c9db64c851ac653b4a8b7d0e487 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:14:30.839558Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:14:33.564401Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:14:43.171944Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f7e03c5858e4239f1b1a25c683119b5cc36e66c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=pH. +Result preview: [{"fixed acidity": "4.6", "avg_measure": 3.79}, {"fixed acidity": "3.8", "avg_measure": 3.75}, {"fixed acidity": "3.9", "avg_measure": 3.57}, {"fixed acidity": "4.2", "avg_measure": 3.535}, {"fixed acidity": "4.7", "avg_measure": 3.4539999999999997}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aeb572907b0d86bd575847bad80dc47dcb1bb4b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_079b9cbcc01d03fa +-- problem_id: v2p_n3_8aeefa97b4f85061 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("pH" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d8ecd281c24151f881fa4571fa68611b7ab5efb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"fixed acidity\", AVG(CAST(\"pH\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"pH\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"4.6\", \"avg_measure\": 3.79}, {\"fixed acidity\": \"3.8\", \"avg_measure\": 3.75}, {\"fixed acidity\": \"3.9\", \"avg_measure\": 3.57}, {\"fixed acidity\": \"4.2\", \"avg_measure\": 3.535}, {\"fixed acidity\": \"4.7\", \"avg_measure\": 3.4539999999999997}, {\"fixed acidity\": \"4.4\", \"avg_measure\": 3.4499999999999997}, {\"fixed acidity\": \"5\", \"avg_measure\": 3.4033333333333338}, {\"fixed acidity\": \"4.8\", \"avg_measure\": 3.393333333333333}, {\"fixed acidity\": \"6.15\", \"avg_measure\": 3.39}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 3.385185185185185}, {\"fixed acidity\": \"5.1\", \"avg_measure\": 3.377391304347826}, {\"fixed acidity\": \"5.2\", \"avg_measure\": 3.3564285714285718}, {\"fixed acidity\": \"4.5\", \"avg_measure\": 3.34}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 3.3317857142857146}, {\"fixed acidity\": \"5.5\", \"avg_measure\": 3.320967741935484}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 3.3198591549295777}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 3.3050485436893204}, {\"fixed acidity\": \"4.9\", \"avg_measure\": 3.2985714285714285}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 3.281900826446281}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 3.280909090909091}, {\"fixed acidity\": \"6.45\", \"avg_measure\": 3.27}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 3.249032258064516}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 3.2338020833333334}, {\"fixed acidity\": \"6\", \"avg_measure\": 3.233641304347826}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 3.2307446808510636}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 3.2105333333333332}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 3.2072857142857143}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 3.189137931034483}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 3.1885593220338984}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 3.1757261410788384}, {\"fixed acidity\": \"7\", \"avg_measure\": 3.1740086206896554}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 3.1696629213483147}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 3.1673376623376623}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 3.1660000000000004}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 3.1649462365591394}, {\"fixed acidity\": \"7.15\", \"avg_measure\": 3.15}, {\"fixed acidity\": \"14.2\", \"avg_measure\": 3.15}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 3.149854368932039}, {\"fixed acidity\": \"9.3\", \"avg_measure\": 3.1466666666666665}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 3.143333333333333}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 3.134301075268817}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 3.1289690721649484}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 3.125040650406504}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 3.1247297297297294}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 3.123529411764706}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 3.121785714285714}, {\"fixed acidity\": \"8\", \"avg_measure\": 3.11325}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 3.106346153846154}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 3.09875}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 3.093928571428571}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.3}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ad904c41da4733ea2c24a2db08d9285e1f00286c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:14:30.622330+00:00", + "ended_at": "2026-05-04T09:14:44.080110+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_079b9cbcc01d03fa", + "problem_id": "v2p_n3_8aeefa97b4f85061", + "dataset_id": "n3", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=pH.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "pH", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_079b9cbcc01d03fa.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_079b9cbcc01d03fa", + "api_calls": 0, + "input_tokens": 22291, + "cached_input_tokens": 19840, + "output_tokens": 243, + "total_tokens": 22534, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2200, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2295, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13418.65, + "sql_execution_elapsed_ms_total": 5.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_079b9cbcc01d03fa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc161240069f699ab87971946d4117503476d114 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_079b9cbcc01d03fa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:14:44.065740+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13418.65, "started_at": "2026-05-04T09:14:30.625532+00:00", "ended_at": "2026-05-04T09:14:44.044034+00:00", "prompt_metrics": {"chars": 7676, "bytes_utf8": 7676, "lines": 240, "estimated_tokens": 2200}, "response_metrics": {"chars": 371, "bytes_utf8": 371, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22291, "cached_input_tokens": 19840, "output_tokens": 243}, "stderr_preview": "2026-05-04T09:14:30.839558Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:14:33.564401Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=alcohol.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "alcohol", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf8b52bb85ebfc95e4498eb134f545d68e691300 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df252-e6c2-73a3-929d-b27cbe1871df"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"alcohol\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"alcohol\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n3\\\"\\n)\\nSELECT \\\"alcohol\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"alcohol\\\" AS REAL) DESC;\",\"notes\":\"Applied the planned Quantile Tail Slice template on \\\"n3\\\" with measure_col bound to \\\"alcohol\\\" and num_tiles set to 10. CAST to REAL is used because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22345,"cached_input_tokens":20864,"output_tokens":369}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5648836a1389f560fcfb0629a9d3324bf2196d3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"alcohol\",\n NTILE(10) OVER (ORDER BY CAST(\"alcohol\" AS REAL) DESC) AS tail_bucket\n FROM \"n3\"\n)\nSELECT \"alcohol\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"alcohol\" AS REAL) DESC;","notes":"Applied the planned Quantile Tail Slice template on \"n3\" with measure_col bound to \"alcohol\" and num_tiles set to 10. CAST to REAL is used because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..855526d1c44c5872ec0e55b0b3e78ebfc2f72da1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:30:12.618879Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:30:15.097993Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:30:26.749508Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5b0bfd5884ca3439e5f3ec98cc5d03f9a8c50f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=alcohol. +Result preview: [{"alcohol": "14.2"}, {"alcohol": "14.05"}, {"alcohol": "14"}, {"alcohol": "14"}, {"alcohol": "14"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..020aceb01f394359945f42800a1d86ebae1e3ee2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n3_07a62a39501a86d0 +-- problem_id: v2p_n3_5001695233c4079a +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "alcohol", + NTILE(10) OVER (ORDER BY CAST("alcohol" AS REAL) DESC) AS tail_bucket + FROM "n3" +) +SELECT "alcohol" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("alcohol" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2906a83d2b9fc8817338c4ed788cf15465145fc1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"alcohol\",\n NTILE(10) OVER (ORDER BY CAST(\"alcohol\" AS REAL) DESC) AS tail_bucket\n FROM \"n3\"\n)\nSELECT \"alcohol\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"alcohol\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"alcohol\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"alcohol\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n3\\\"\\n)\\nSELECT \\\"alcohol\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"alcohol\\\" AS REAL) DESC;\", \"columns\": [\"alcohol\"], \"rows\": [{\"alcohol\": \"14.2\"}, {\"alcohol\": \"14.05\"}, {\"alcohol\": \"14\"}, {\"alcohol\": \"14\"}, {\"alcohol\": \"14\"}, {\"alcohol\": \"14\"}, {\"alcohol\": \"14\"}, {\"alcohol\": \"13.9\"}, {\"alcohol\": \"13.9\"}, {\"alcohol\": \"13.9\"}, {\"alcohol\": \"13.8\"}, {\"alcohol\": \"13.8\"}, {\"alcohol\": \"13.7\"}, {\"alcohol\": \"13.7\"}, {\"alcohol\": \"13.7\"}, {\"alcohol\": \"13.7\"}, {\"alcohol\": \"13.7\"}, {\"alcohol\": \"13.7\"}, {\"alcohol\": \"13.7\"}, {\"alcohol\": \"13.6\"}, {\"alcohol\": \"13.6\"}, {\"alcohol\": \"13.6\"}, {\"alcohol\": \"13.6\"}, {\"alcohol\": \"13.6\"}, {\"alcohol\": \"13.6\"}, {\"alcohol\": \"13.6\"}, {\"alcohol\": \"13.6\"}, {\"alcohol\": \"13.6\"}, {\"alcohol\": \"13.55\"}, {\"alcohol\": \"13.5\"}, {\"alcohol\": \"13.5\"}, {\"alcohol\": \"13.5\"}, {\"alcohol\": \"13.5\"}, {\"alcohol\": \"13.5\"}, {\"alcohol\": \"13.5\"}, {\"alcohol\": \"13.5\"}, {\"alcohol\": \"13.5\"}, {\"alcohol\": \"13.5\"}, {\"alcohol\": \"13.5\"}, {\"alcohol\": \"13.5\"}, {\"alcohol\": \"13.5\"}, {\"alcohol\": \"13.4\"}, {\"alcohol\": \"13.4\"}, {\"alcohol\": \"13.4\"}, {\"alcohol\": \"13.4\"}, {\"alcohol\": \"13.4\"}, {\"alcohol\": \"13.4\"}, {\"alcohol\": \"13.4\"}, {\"alcohol\": \"13.4\"}, {\"alcohol\": \"13.4\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 25.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cf6c9699995f267e4ab4497400982a40ef0c7b90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:30:12.364581+00:00", + "ended_at": "2026-05-04T09:30:27.595365+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_07a62a39501a86d0", + "problem_id": "v2p_n3_5001695233c4079a", + "dataset_id": "n3", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=alcohol.", + "bindings": { + "measure_col": "alcohol", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_07a62a39501a86d0.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_07a62a39501a86d0", + "api_calls": 0, + "input_tokens": 22345, + "cached_input_tokens": 20864, + "output_tokens": 369, + "total_tokens": 22714, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2254, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2390, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15150.68, + "sql_execution_elapsed_ms_total": 25.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_07a62a39501a86d0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4db4c9eacded570683d7f2ec080918112f3f42a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07a62a39501a86d0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:30:27.558555+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15150.68, "started_at": "2026-05-04T09:30:12.368374+00:00", "ended_at": "2026-05-04T09:30:27.519231+00:00", "prompt_metrics": {"chars": 7836, "bytes_utf8": 7836, "lines": 238, "estimated_tokens": 2254}, "response_metrics": {"chars": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 22345, "cached_input_tokens": 20864, "output_tokens": 369}, "stderr_preview": "2026-05-04T09:30:12.618879Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:30:15.097993Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=alcohol.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "quality", + "measure_col": "alcohol", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..200d370a84144018028dd5a302ac540bdf60cc69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df245-1564-7183-bae1-4f934d7df5b5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"quality\\\", AVG(CAST(\\\"alcohol\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"quality\\\" and measure_col=\\\"alcohol\\\". CAST to REAL is included because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22290,"cached_input_tokens":19840,"output_tokens":152}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eef1c21e7eb2985c5a8141aeff6856de576d57a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"quality\", AVG(CAST(\"alcohol\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"quality\" and measure_col=\"alcohol\". CAST to REAL is included because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e732bba3b6d57db352273fc8bc74ddb0f84db8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:15:07.047951Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:15:09.476950Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:15:20.510835Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7ddc3895e9598f88e63e5c815c0bba828d48244 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=alcohol. +Result preview: [{"quality": "9", "avg_measure": 12.18}, {"quality": "8", "avg_measure": 11.636}, {"quality": "7", "avg_measure": 11.367935606060605}, {"quality": "6", "avg_measure": 10.575371549893843}, {"quality": "3", "avg_measure": 10.345}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..542af5a653b4365e6ab91cf8ac68b84ce40588bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_07ff5b62e687b2d5 +-- problem_id: v2p_n3_c1effcde89775c0f +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("alcohol" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "quality" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7308e1b738cbb4a379bac41490aa4df0632723b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"quality\", AVG(CAST(\"alcohol\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"quality\\\", AVG(CAST(\\\"alcohol\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"quality\", \"avg_measure\"], \"rows\": [{\"quality\": \"9\", \"avg_measure\": 12.18}, {\"quality\": \"8\", \"avg_measure\": 11.636}, {\"quality\": \"7\", \"avg_measure\": 11.367935606060605}, {\"quality\": \"6\", \"avg_measure\": 10.575371549893843}, {\"quality\": \"3\", \"avg_measure\": 10.345}, {\"quality\": \"4\", \"avg_measure\": 10.15245398773006}, {\"quality\": \"5\", \"avg_measure\": 9.808840082361016}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.61}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..32f421cf493d1da06120c8647e10419e36aefd05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:15:06.821663+00:00", + "ended_at": "2026-05-04T09:15:21.463551+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_07ff5b62e687b2d5", + "problem_id": "v2p_n3_c1effcde89775c0f", + "dataset_id": "n3", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=alcohol.", + "bindings": { + "group_col": "quality", + "measure_col": "alcohol", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_07ff5b62e687b2d5.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_07ff5b62e687b2d5", + "api_calls": 0, + "input_tokens": 22290, + "cached_input_tokens": 19840, + "output_tokens": 152, + "total_tokens": 22442, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2199, + "estimated_output_tokens": 93, + "estimated_total_tokens": 2292, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14608.0, + "sql_execution_elapsed_ms_total": 3.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_07ff5b62e687b2d5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d81f97c6e2f5250e554379f483dc95dac317760a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_07ff5b62e687b2d5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:15:21.451765+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14608.0, "started_at": "2026-05-04T09:15:06.825549+00:00", "ended_at": "2026-05-04T09:15:21.433347+00:00", "prompt_metrics": {"chars": 7671, "bytes_utf8": 7671, "lines": 240, "estimated_tokens": 2199}, "response_metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 22290, "cached_input_tokens": 19840, "output_tokens": 152}, "stderr_preview": "2026-05-04T09:15:07.047951Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:15:09.476950Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "7", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..88659a7c578f3ef35e6f04e68f6ad80cb8b9a2d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df238-e853-7a70-ac41-85ed9d609c9f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '7' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"fixed acidity\\\", group_col_2=\\\"quality\\\", target_col=\\\"quality\\\", and target_value='7'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22391,"cached_input_tokens":20864,"output_tokens":135}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e0a1c9a3d20309f44a0b354ccaa332f16a64bc4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '7' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"fixed acidity\", group_col_2=\"quality\", target_col=\"quality\", and target_value='7'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..464fa84a2ae7970fcc4f37fca59f221292e79585 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:01:49.080778Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:01:51.525919Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:01:59.998741Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c68ce7de29e43ca1b1a3601e9547b2b035253039 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality. +Result preview: [{"fixed acidity": "4.2", "quality": "7", "target_rate": 1.0}, {"fixed acidity": "4.4", "quality": "7", "target_rate": 1.0}, {"fixed acidity": "4.7", "quality": "7", "target_rate": 1.0}, {"fixed acidity": "4.8", "quality": "7", "target_rate": 1.0}, {"fixed acidity": "5", "quality": "7", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7eb7e303516e1e14445a62f2e021aae9c8e0335c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_0973a5b8a08168ad +-- problem_id: v2p_n3_31447783af66c85a +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '7' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a1af01990dfca47738df5b4fe51583d20ef3afe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '7' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '7' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"fixed acidity\", \"quality\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"4.2\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.4\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.7\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.6\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.7\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.8\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.9\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.3\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.4\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.45\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.5\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.6\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.7\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.8\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.1\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.2\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.3\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.4\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.5\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.6\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.7\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.8\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.9\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.1\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.2\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.3\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.4\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.5\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.6\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.7\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.8\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.9\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.2\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"10\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.2\", \"quality\": \"4\", \"target_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.29}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f0d0d12409cd5f0926a0bc6186f7c5dcf887705d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:01:48.863026+00:00", + "ended_at": "2026-05-04T09:02:00.782717+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_0973a5b8a08168ad", + "problem_id": "v2p_n3_31447783af66c85a", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "7", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_0973a5b8a08168ad.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0973a5b8a08168ad", + "api_calls": 0, + "input_tokens": 22391, + "cached_input_tokens": 20864, + "output_tokens": 135, + "total_tokens": 22526, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2300, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2419, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11874.77, + "sql_execution_elapsed_ms_total": 6.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_0973a5b8a08168ad\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..19a0422f8ea7e825a5621d752b2157b95278a406 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0973a5b8a08168ad/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:02:00.767887+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11874.77, "started_at": "2026-05-04T09:01:48.865968+00:00", "ended_at": "2026-05-04T09:02:00.740424+00:00", "prompt_metrics": {"chars": 7982, "bytes_utf8": 7982, "lines": 243, "estimated_tokens": 2300}, "response_metrics": {"chars": 478, "bytes_utf8": 478, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22391, "cached_input_tokens": 20864, "output_tokens": 135}, "stderr_preview": "2026-05-04T09:01:49.080778Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:01:51.525919Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f7f2e1b458b17b5a70a221a21f9f040bc8f7f30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_09d67a618c21dcfe\n-- problem_id: v2p_n3_c0069f55e29e035b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"fixed acidity\",\n COUNT(*) AS support,\n AVG(\"citric acid\") AS avg_response\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_09d67a618c21dcfe\\n-- problem_id: v2p_n3_c0069f55e29e035b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"fixed acidity\\\",\\n COUNT(*) AS support,\\n AVG(\\\"citric acid\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"fixed acidity\", \"support\", \"avg_response\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"support\": 308, \"avg_response\": 0.33461038961038964}, {\"fixed acidity\": \"6.6\", \"support\": 290, \"avg_response\": 0.3218620689655173}, {\"fixed acidity\": \"6.4\", \"support\": 280, \"avg_response\": 0.31949999999999995}, {\"fixed acidity\": \"6.9\", \"support\": 241, \"avg_response\": 0.33352697095435685}, {\"fixed acidity\": \"6.7\", \"support\": 236, \"avg_response\": 0.3377542372881356}, {\"fixed acidity\": \"7\", \"support\": 232, \"avg_response\": 0.3282327586206897}, {\"fixed acidity\": \"6.5\", \"support\": 225, \"avg_response\": 0.32991111111111115}, {\"fixed acidity\": \"7.2\", \"support\": 206, \"avg_response\": 0.355242718446602}, {\"fixed acidity\": \"7.1\", \"support\": 200, \"avg_response\": 0.34885}, {\"fixed acidity\": \"7.4\", \"support\": 194, \"avg_response\": 0.34654639175257734}, {\"fixed acidity\": \"6.2\", \"support\": 192, \"avg_response\": 0.30812500000000004}, {\"fixed acidity\": \"6.3\", \"support\": 188, \"avg_response\": 0.32393617021276594}, {\"fixed acidity\": \"6\", \"support\": 184, \"avg_response\": 0.3011413043478261}, {\"fixed acidity\": \"7.3\", \"support\": 178, \"avg_response\": 0.3541573033707865}, {\"fixed acidity\": \"6.1\", \"support\": 155, \"avg_response\": 0.30690322580645163}, {\"fixed acidity\": \"7.6\", \"support\": 153, \"avg_response\": 0.3663398692810457}, {\"fixed acidity\": \"7.5\", \"support\": 123, \"avg_response\": 0.39463414634146343}, {\"fixed acidity\": \"5.8\", \"support\": 121, \"avg_response\": 0.2781818181818182}, {\"fixed acidity\": \"5.9\", \"support\": 103, \"avg_response\": 0.2633980582524272}, {\"fixed acidity\": \"7.7\", \"support\": 93, \"avg_response\": 0.3844086021505376}, {\"fixed acidity\": \"7.8\", \"support\": 93, \"avg_response\": 0.3686021505376344}, {\"fixed acidity\": \"5.7\", \"support\": 88, \"avg_response\": 0.28306818181818183}, {\"fixed acidity\": \"8\", \"support\": 80, \"avg_response\": 0.35575}, {\"fixed acidity\": \"7.9\", \"support\": 74, \"avg_response\": 0.38054054054054054}, {\"fixed acidity\": \"5.6\", \"support\": 71, \"avg_response\": 0.29014084507042254}, {\"fixed acidity\": \"8.2\", \"support\": 56, \"avg_response\": 0.4114285714285714}, {\"fixed acidity\": \"8.1\", \"support\": 56, \"avg_response\": 0.37535714285714283}, {\"fixed acidity\": \"8.3\", \"support\": 52, \"avg_response\": 0.4211538461538461}, {\"fixed acidity\": \"8.4\", \"support\": 35, \"avg_response\": 0.3845714285714286}, {\"fixed acidity\": \"8.5\", \"support\": 32, \"avg_response\": 0.3903125}, {\"fixed acidity\": \"5.5\", \"support\": 31, \"avg_response\": 0.27419354838709675}, {\"fixed acidity\": \"5.4\", \"support\": 28, \"avg_response\": 0.26}, {\"fixed acidity\": \"5.2\", \"support\": 28, \"avg_response\": 0.25107142857142856}, {\"fixed acidity\": \"5.3\", \"support\": 27, \"avg_response\": 0.24555555555555555}, {\"fixed acidity\": \"8.6\", \"support\": 25, \"avg_response\": 0.37}, {\"fixed acidity\": \"5\", \"support\": 24, \"avg_response\": 0.24875000000000003}, {\"fixed acidity\": \"5.1\", \"support\": 23, \"avg_response\": 0.24173913043478262}, {\"fixed acidity\": \"9.2\", \"support\": 21, \"avg_response\": 0.40619047619047616}, {\"fixed acidity\": \"8.8\", \"support\": 18, \"avg_response\": 0.3844444444444444}, {\"fixed acidity\": \"9\", \"support\": 17, \"avg_response\": 0.39882352941176474}, {\"fixed acidity\": \"8.9\", \"support\": 16, \"avg_response\": 0.373125}, {\"fixed acidity\": \"8.7\", \"support\": 15, \"avg_response\": 0.42733333333333334}, {\"fixed acidity\": \"9.4\", \"support\": 11, \"avg_response\": 0.38636363636363635}, {\"fixed acidity\": \"4.8\", \"support\": 9, \"avg_response\": 0.19666666666666666}, {\"fixed acidity\": \"9.8\", \"support\": 8, \"avg_response\": 0.49125}, {\"fixed acidity\": \"4.9\", \"support\": 7, \"avg_response\": 0.2442857142857143}, {\"fixed acidity\": \"9.1\", \"support\": 6, \"avg_response\": 0.4183333333333333}, {\"fixed acidity\": \"9.6\", \"support\": 5, \"avg_response\": 0.378}, {\"fixed acidity\": \"4.7\", \"support\": 5, \"avg_response\": 0.13999999999999999}], \"row_count_returned\": 49, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.93}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8d1a28783bd69ff3c52ddf2208e42a5d8a69a33d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.077200+00:00", + "ended_at": "2026-05-04T09:37:05.085579+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_09d67a618c21dcfe", + "problem_id": "v2p_n3_c0069f55e29e035b", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=citric acid, key_col=fixed acidity.", + "bindings": { + "key_col": "fixed acidity", + "measure_col": "citric acid", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_09d67a618c21dcfe.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3aa348d53c8f1af846f0e3cc13170794b7720341 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7849, "bytes_utf8": 7849, "lines": 240, "estimated_tokens": 2247}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 496, "bytes_utf8": 496, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22336, "cached_input_tokens": 20864, "output_tokens": 229}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..da1ee3d2816e2df708ed9a03620f77bbe8966bc5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0c33cd979a43a75b", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 229, + "total_tokens": 22565, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2364, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12562.31, + "sql_execution_elapsed_ms_total": 5.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_0c33cd979a43a75b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9b5c273df6fbb162d29cfb3c53493cd3b0c8addf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:17:43.921539+00:00", + "ended_at": "2026-05-04T09:17:56.483976+00:00", + "elapsed_ms": 12562.31, + "prompt_metrics": { + "chars": 7849, + "bytes_utf8": 7849, + "lines": 240, + "estimated_tokens": 2247 + }, + "stdout_metrics": { + "chars": 825, + "bytes_utf8": 825, + "lines": 4, + "estimated_tokens": 224 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13181 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 496, + "bytes_utf8": 496, + "lines": 1, + "estimated_tokens": 117 + }, + "usage": { + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 229 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e7ae25e9ad0213010787a3ccc0f6757fdb897dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "total sulfur dioxide", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 155.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad272582abecc1ed75a42f0edf1214de7a7888ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df247-7b28-7702-be96-e9ee0a4617df"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"fixed acidity\\\";\",\"notes\":\"Used the requested template with group_col=\\\"fixed acidity\\\", measure_col=\\\"total sulfur dioxide\\\", and min_group_size=5. Cast the measure column to REAL for SQLite-safe numeric averaging because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22336,"cached_input_tokens":20864,"output_tokens":229}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd7980bab04708fdab4d1f731908b825f9d5cc04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"fixed acidity\", AVG(CAST(\"total sulfur dioxide\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY \"fixed acidity\";","notes":"Used the requested template with group_col=\"fixed acidity\", measure_col=\"total sulfur dioxide\", and min_group_size=5. Cast the measure column to REAL for SQLite-safe numeric averaging because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44b893a4b2f8f4bdd5070b08c1870f4b1b56daf8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:17:44.181611Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:17:46.533538Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:17:55.791412Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..54e601278c36e0f3b40112103d27c679bbd943e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=total sulfur dioxide. +Result preview: [{"fixed acidity": "4.8", "avg_measure": 119.77777777777777, "support": 9}, {"fixed acidity": "4.9", "avg_measure": 148.28571428571428, "support": 7}, {"fixed acidity": "5", "avg_measure": 130.0, "support": 24}, {"fixed acidity": "5.1", "avg_measure": 106.95652173913044, "support": 23}, {"fixed acidity": "5.2", "avg_measure": 105.5, "support": 28}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d5ba16d7475f753dd4609a9b6c25fdfbbfc0466f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_0c33cd979a43a75b +-- problem_id: v2p_n3_a06bf0369df79d03 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("total sulfur dioxide" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY "fixed acidity"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e74597207ac708ee0ddeeba23cd0c0d4d21b3ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"fixed acidity\", AVG(CAST(\"total sulfur dioxide\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY \"fixed acidity\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"fixed acidity\\\";\", \"columns\": [\"fixed acidity\", \"avg_measure\", \"support\"], \"rows\": [{\"fixed acidity\": \"4.8\", \"avg_measure\": 119.77777777777777, \"support\": 9}, {\"fixed acidity\": \"4.9\", \"avg_measure\": 148.28571428571428, \"support\": 7}, {\"fixed acidity\": \"5\", \"avg_measure\": 130.0, \"support\": 24}, {\"fixed acidity\": \"5.1\", \"avg_measure\": 106.95652173913044, \"support\": 23}, {\"fixed acidity\": \"5.2\", \"avg_measure\": 105.5, \"support\": 28}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 113.4074074074074, \"support\": 27}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 116.39285714285714, \"support\": 28}, {\"fixed acidity\": \"5.5\", \"avg_measure\": 109.51612903225806, \"support\": 31}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 110.87323943661971, \"support\": 71}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 123.44318181818181, \"support\": 88}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 124.67768595041322, \"support\": 121}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 123.39805825242719, \"support\": 103}, {\"fixed acidity\": \"6\", \"avg_measure\": 130.9673913043478, \"support\": 184}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 138.48387096774192, \"support\": 155}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 141.24479166666666, \"support\": 192}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 144.52659574468086, \"support\": 188}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 143.675, \"support\": 280}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 137.56444444444443, \"support\": 225}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 140.4293103448276, \"support\": 290}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 138.53389830508473, \"support\": 236}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 142.23863636363637, \"support\": 308}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 140.0622406639004, \"support\": 241}, {\"fixed acidity\": \"7\", \"avg_measure\": 136.1206896551724, \"support\": 232}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 137.71, \"support\": 200}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 141.31553398058253, \"support\": 206}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 150.4129213483146, \"support\": 178}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 152.01030927835052, \"support\": 194}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 145.3780487804878, \"support\": 123}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 145.92156862745097, \"support\": 153}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 147.21505376344086, \"support\": 93}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 144.3763440860215, \"support\": 93}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 145.5, \"support\": 74}, {\"fixed acidity\": \"8\", \"avg_measure\": 145.15, \"support\": 80}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 137.23214285714286, \"support\": 56}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 128.125, \"support\": 56}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 138.69230769230768, \"support\": 52}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 134.85714285714286, \"support\": 35}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 122.46875, \"support\": 32}, {\"fixed acidity\": \"8.6\", \"avg_measure\": 127.02, \"support\": 25}, {\"fixed acidity\": \"8.7\", \"avg_measure\": 138.66666666666666, \"support\": 15}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 122.38888888888889, \"support\": 18}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 138.25, \"support\": 16}, {\"fixed acidity\": \"9\", \"avg_measure\": 112.29411764705883, \"support\": 17}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 170.83333333333334, \"support\": 6}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 128.66666666666666, \"support\": 21}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 146.45454545454547, \"support\": 11}, {\"fixed acidity\": \"9.8\", \"avg_measure\": 143.125, \"support\": 8}], \"row_count_returned\": 47, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.14}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..06566299c3cd52a7ac0b71824e19efaac3954848 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:17:43.918649+00:00", + "ended_at": "2026-05-04T09:17:56.550593+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_0c33cd979a43a75b", + "problem_id": "v2p_n3_a06bf0369df79d03", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=total sulfur dioxide.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "total sulfur dioxide", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 155.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_0c33cd979a43a75b.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0c33cd979a43a75b", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 229, + "total_tokens": 22565, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2364, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12562.31, + "sql_execution_elapsed_ms_total": 5.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_0c33cd979a43a75b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b554f79a9c983d9c69a6e7414af7bd9d7a51be6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:17:56.502251+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12562.31, "started_at": "2026-05-04T09:17:43.921539+00:00", "ended_at": "2026-05-04T09:17:56.483976+00:00", "prompt_metrics": {"chars": 7849, "bytes_utf8": 7849, "lines": 240, "estimated_tokens": 2247}, "response_metrics": {"chars": 496, "bytes_utf8": 496, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22336, "cached_input_tokens": 20864, "output_tokens": 229}, "stderr_preview": "2026-05-04T09:17:44.181611Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:17:46.533538Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"fixed acidity\\\";\",\"notes\":\"Used the requested template with group_col=\\\"fixed acidity\\\", measure_col=\\\"total sulfur dioxide\\\", and min_group_size=5. Cast the measure column to REAL for SQLite-safe numeric averaging because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b92fe6aa533a75471b12991cdf9d904e9d5be628 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c33cd979a43a75b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0c33cd979a43a75b", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 229, + "total_tokens": 22565, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2364, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12562.31, + "sql_execution_elapsed_ms_total": 5.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_0c33cd979a43a75b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..10428401bf6b92d743bb24028a62ff460807a71f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"total sulfur dioxide": "111", "support": 69, "avg_response": 6.613043478260869}, {"total sulfur dioxide": "113", "support": 61, "avg_response": 6.511475409836065}, {"total sulfur dioxide": "117", "support": 57, "avg_response": 6.889473684210526}, {"total sulfur dioxide": "118", "support": 55, "avg_response": 6.781818181818182}, {"total sulfur dioxide": "122", "support": 54, "avg_response": 6.937037037037038}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2407300b6f6a81bb35f7f5d5e0e117f18ca0ac64 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_0c92a2aebd6b6742 +-- problem_id: v2p_n3_c36147a7fa07858f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "total sulfur dioxide", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "total sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25dc513223d8274b195cc08a4b5914b72eb9f0a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_0c92a2aebd6b6742\n-- problem_id: v2p_n3_c36147a7fa07858f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"total sulfur dioxide\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"total sulfur dioxide\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_0c92a2aebd6b6742\\n-- problem_id: v2p_n3_c36147a7fa07858f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"total sulfur dioxide\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"total sulfur dioxide\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"total sulfur dioxide\", \"support\", \"avg_response\"], \"rows\": [{\"total sulfur dioxide\": \"111\", \"support\": 69, \"avg_response\": 6.613043478260869}, {\"total sulfur dioxide\": \"113\", \"support\": 61, \"avg_response\": 6.511475409836065}, {\"total sulfur dioxide\": \"117\", \"support\": 57, \"avg_response\": 6.889473684210526}, {\"total sulfur dioxide\": \"118\", \"support\": 55, \"avg_response\": 6.781818181818182}, {\"total sulfur dioxide\": \"122\", \"support\": 54, \"avg_response\": 6.937037037037038}, {\"total sulfur dioxide\": \"150\", \"support\": 54, \"avg_response\": 6.840740740740741}, {\"total sulfur dioxide\": \"114\", \"support\": 54, \"avg_response\": 6.72037037037037}, {\"total sulfur dioxide\": \"128\", \"support\": 54, \"avg_response\": 6.67037037037037}, {\"total sulfur dioxide\": \"124\", \"support\": 53, \"avg_response\": 6.845283018867924}, {\"total sulfur dioxide\": \"140\", \"support\": 52, \"avg_response\": 6.707692307692308}, {\"total sulfur dioxide\": \"126\", \"support\": 50, \"avg_response\": 7.07}, {\"total sulfur dioxide\": \"133\", \"support\": 50, \"avg_response\": 6.7860000000000005}, {\"total sulfur dioxide\": \"125\", \"support\": 49, \"avg_response\": 6.761224489795919}, {\"total sulfur dioxide\": \"98\", \"support\": 49, \"avg_response\": 6.740816326530613}, {\"total sulfur dioxide\": \"149\", \"support\": 48, \"avg_response\": 6.808333333333334}, {\"total sulfur dioxide\": \"156\", \"support\": 47, \"avg_response\": 7.2042553191489365}, {\"total sulfur dioxide\": \"119\", \"support\": 47, \"avg_response\": 6.885106382978724}, {\"total sulfur dioxide\": \"101\", \"support\": 47, \"avg_response\": 6.834042553191489}, {\"total sulfur dioxide\": \"131\", \"support\": 47, \"avg_response\": 6.829787234042553}, {\"total sulfur dioxide\": \"132\", \"support\": 47, \"avg_response\": 6.808510638297872}, {\"total sulfur dioxide\": \"116\", \"support\": 47, \"avg_response\": 6.778723404255319}, {\"total sulfur dioxide\": \"110\", \"support\": 47, \"avg_response\": 6.699999999999999}, {\"total sulfur dioxide\": \"134\", \"support\": 47, \"avg_response\": 6.568085106382979}, {\"total sulfur dioxide\": \"130\", \"support\": 46, \"avg_response\": 6.886956521739131}, {\"total sulfur dioxide\": \"142\", \"support\": 46, \"avg_response\": 6.728260869565218}, {\"total sulfur dioxide\": \"107\", \"support\": 45, \"avg_response\": 6.917777777777778}, {\"total sulfur dioxide\": \"138\", \"support\": 45, \"avg_response\": 6.8133333333333335}, {\"total sulfur dioxide\": \"115\", \"support\": 45, \"avg_response\": 6.635555555555556}, {\"total sulfur dioxide\": \"148\", \"support\": 44, \"avg_response\": 6.9818181818181815}, {\"total sulfur dioxide\": \"143\", \"support\": 44, \"avg_response\": 6.9386363636363635}, {\"total sulfur dioxide\": \"104\", \"support\": 44, \"avg_response\": 6.6}, {\"total sulfur dioxide\": \"168\", \"support\": 43, \"avg_response\": 6.774418604651163}, {\"total sulfur dioxide\": \"152\", \"support\": 43, \"avg_response\": 6.7627906976744185}, {\"total sulfur dioxide\": \"93\", \"support\": 42, \"avg_response\": 6.892857142857143}, {\"total sulfur dioxide\": \"120\", \"support\": 42, \"avg_response\": 6.542857142857143}, {\"total sulfur dioxide\": \"178\", \"support\": 41, \"avg_response\": 6.982926829268293}, {\"total sulfur dioxide\": \"135\", \"support\": 41, \"avg_response\": 6.980487804878049}, {\"total sulfur dioxide\": \"105\", \"support\": 41, \"avg_response\": 6.656097560975609}, {\"total sulfur dioxide\": \"97\", \"support\": 41, \"avg_response\": 6.585365853658536}, {\"total sulfur dioxide\": \"87\", \"support\": 39, \"avg_response\": 7.0487179487179485}, {\"total sulfur dioxide\": \"151\", \"support\": 39, \"avg_response\": 7.033333333333333}, {\"total sulfur dioxide\": \"166\", \"support\": 39, \"avg_response\": 6.964102564102565}, {\"total sulfur dioxide\": \"155\", \"support\": 39, \"avg_response\": 6.812820512820513}, {\"total sulfur dioxide\": \"136\", \"support\": 38, \"avg_response\": 6.826315789473684}, {\"total sulfur dioxide\": \"158\", \"support\": 38, \"avg_response\": 6.778947368421053}, {\"total sulfur dioxide\": \"127\", \"support\": 38, \"avg_response\": 6.618421052631579}, {\"total sulfur dioxide\": \"109\", \"support\": 37, \"avg_response\": 7.083783783783784}, {\"total sulfur dioxide\": \"161\", \"support\": 37, \"avg_response\": 6.875675675675676}, {\"total sulfur dioxide\": \"100\", \"support\": 37, \"avg_response\": 6.872972972972972}, {\"total sulfur dioxide\": \"121\", \"support\": 37, \"avg_response\": 6.754054054054055}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.65}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..11ade238166c3e586dc09cbd2f4e37ca5ad7c30d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.270181+00:00", + "ended_at": "2026-05-04T09:37:05.277866+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_0c92a2aebd6b6742", + "problem_id": "v2p_n3_c36147a7fa07858f", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=fixed acidity, key_col=total sulfur dioxide.", + "bindings": { + "key_col": "total sulfur dioxide", + "measure_col": "fixed acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=21", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 21, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_0c92a2aebd6b6742.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..206ca3a746bd3bf107f52119011a738ce433a8b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7863, "bytes_utf8": 7863, "lines": 242, "estimated_tokens": 2263}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 403, "bytes_utf8": 403, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22354, "cached_input_tokens": 20864, "output_tokens": 191}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..54d806db72e44c4fed046fea2063e7134755792a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_10875f7d6ff379ac", + "api_calls": 0, + "input_tokens": 22354, + "cached_input_tokens": 20864, + "output_tokens": 191, + "total_tokens": 22545, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2263, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2363, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12376.92, + "sql_execution_elapsed_ms_total": 13.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_10875f7d6ff379ac\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a9c7eb8ef00e383c8a95c3ed148c7fec14451844 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:23:27.228210+00:00", + "ended_at": "2026-05-04T09:23:39.605313+00:00", + "elapsed_ms": 12376.92, + "prompt_metrics": { + "chars": 7863, + "bytes_utf8": 7863, + "lines": 242, + "estimated_tokens": 2263 + }, + "stdout_metrics": { + "chars": 727, + "bytes_utf8": 727, + "lines": 4, + "estimated_tokens": 202 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 403, + "bytes_utf8": 403, + "lines": 1, + "estimated_tokens": 100 + }, + "usage": { + "input_tokens": 22354, + "cached_input_tokens": 20864, + "output_tokens": 191 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f09edb6ca69f958db39a9f5d80e3f5fa382812b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=sulphates, measure_col=citric acid.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "measure_col": "citric acid", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..225d6cf36e32f233358700061fe367392da54d28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24c-b814-7841-82db-2350e20ff96b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\", AVG(CAST(\\\"citric acid\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Two-Dimensional Group Average template with fixed bindings. CAST to REAL is included because the schema stores all columns as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22354,"cached_input_tokens":20864,"output_tokens":191}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e79bd3ed8db80a27c02462cd662d03c4f981f403 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"fixed acidity\", \"sulphates\", AVG(CAST(\"citric acid\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY avg_measure DESC;","notes":"Used the planned Two-Dimensional Group Average template with fixed bindings. CAST to REAL is included because the schema stores all columns as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0362779766d8fe1a5c46286981d22689cd20540 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:23:27.444131Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:23:29.771415Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:23:38.738544Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbe28223ace705e1cde8000ffe9d6f218a29b803 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=sulphates, measure_col=citric acid. +Result preview: [{"fixed acidity": "8.2", "sulphates": "0.43", "avg_measure": 1.0}, {"fixed acidity": "6.6", "sulphates": "0.31", "avg_measure": 0.99}, {"fixed acidity": "10.2", "sulphates": "0.51", "avg_measure": 0.88}, {"fixed acidity": "7.7", "sulphates": "0.4", "avg_measure": 0.76}, {"fixed acidity": "6.8", "sulphates": "0.76", "avg_measure": 0.74}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e74d8acfeee32b325990f112e42d9f683a385da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_10875f7d6ff379ac +-- problem_id: v2p_n3_989d91f1b094bc99 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", AVG(CAST("citric acid" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9301521d88ffd517cd16fdebdc81bc98340b3bea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"fixed acidity\", \"sulphates\", AVG(CAST(\"citric acid\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\", AVG(CAST(\\\"citric acid\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"sulphates\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"8.2\", \"sulphates\": \"0.43\", \"avg_measure\": 1.0}, {\"fixed acidity\": \"6.6\", \"sulphates\": \"0.31\", \"avg_measure\": 0.99}, {\"fixed acidity\": \"10.2\", \"sulphates\": \"0.51\", \"avg_measure\": 0.88}, {\"fixed acidity\": \"7.7\", \"sulphates\": \"0.4\", \"avg_measure\": 0.76}, {\"fixed acidity\": \"6.8\", \"sulphates\": \"0.76\", \"avg_measure\": 0.74}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.81\", \"avg_measure\": 0.74}, {\"fixed acidity\": \"7.8\", \"sulphates\": \"0.52\", \"avg_measure\": 0.74}, {\"fixed acidity\": \"7.9\", \"sulphates\": \"0.82\", \"avg_measure\": 0.74}, {\"fixed acidity\": \"8.3\", \"sulphates\": \"0.42\", \"avg_measure\": 0.74}, {\"fixed acidity\": \"8.5\", \"sulphates\": \"0.7\", \"avg_measure\": 0.74}, {\"fixed acidity\": \"9.8\", \"sulphates\": \"0.43\", \"avg_measure\": 0.74}, {\"fixed acidity\": \"7\", \"sulphates\": \"0.3\", \"avg_measure\": 0.73}, {\"fixed acidity\": \"8.7\", \"sulphates\": \"0.88\", \"avg_measure\": 0.73}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.75\", \"avg_measure\": 0.71}, {\"fixed acidity\": \"8.3\", \"sulphates\": \"0.57\", \"avg_measure\": 0.7}, {\"fixed acidity\": \"8.4\", \"sulphates\": \"0.64\", \"avg_measure\": 0.7}, {\"fixed acidity\": \"8.6\", \"sulphates\": \"0.73\", \"avg_measure\": 0.7}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.64\", \"avg_measure\": 0.68}, {\"fixed acidity\": \"9.2\", \"sulphates\": \"0.45\", \"avg_measure\": 0.68}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.68\", \"avg_measure\": 0.645}, {\"fixed acidity\": \"8.2\", \"sulphates\": \"0.8\", \"avg_measure\": 0.64}, {\"fixed acidity\": \"8.3\", \"sulphates\": \"0.67\", \"avg_measure\": 0.62}, {\"fixed acidity\": \"7.8\", \"sulphates\": \"0.69\", \"avg_measure\": 0.6}, {\"fixed acidity\": \"7.7\", \"sulphates\": \"0.46\", \"avg_measure\": 0.595}, {\"fixed acidity\": \"7.1\", \"sulphates\": \"0.67\", \"avg_measure\": 0.5933333333333334}, {\"fixed acidity\": \"8.7\", \"sulphates\": \"0.56\", \"avg_measure\": 0.59}, {\"fixed acidity\": \"9.7\", \"sulphates\": \"0.62\", \"avg_measure\": 0.59}, {\"fixed acidity\": \"7.5\", \"sulphates\": \"0.41\", \"avg_measure\": 0.5875}, {\"fixed acidity\": \"5.6\", \"sulphates\": \"0.6\", \"avg_measure\": 0.58}, {\"fixed acidity\": \"8.1\", \"sulphates\": \"0.62\", \"avg_measure\": 0.58}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.62\", \"avg_measure\": 0.5725}, {\"fixed acidity\": \"6.8\", \"sulphates\": \"0.7\", \"avg_measure\": 0.5700000000000001}, {\"fixed acidity\": \"5.6\", \"sulphates\": \"0.61\", \"avg_measure\": 0.57}, {\"fixed acidity\": \"8.3\", \"sulphates\": \"0.64\", \"avg_measure\": 0.57}, {\"fixed acidity\": \"8.7\", \"sulphates\": \"0.82\", \"avg_measure\": 0.57}, {\"fixed acidity\": \"8.4\", \"sulphates\": \"0.65\", \"avg_measure\": 0.565}, {\"fixed acidity\": \"10.7\", \"sulphates\": \"0.68\", \"avg_measure\": 0.56}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.39\", \"avg_measure\": 0.56}, {\"fixed acidity\": \"7.5\", \"sulphates\": \"0.65\", \"avg_measure\": 0.56}, {\"fixed acidity\": \"8.4\", \"sulphates\": \"0.58\", \"avg_measure\": 0.56}, {\"fixed acidity\": \"8.5\", \"sulphates\": \"0.67\", \"avg_measure\": 0.56}, {\"fixed acidity\": \"9.4\", \"sulphates\": \"0.51\", \"avg_measure\": 0.56}, {\"fixed acidity\": \"6.4\", \"sulphates\": \"0.68\", \"avg_measure\": 0.55}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.29\", \"avg_measure\": 0.55}, {\"fixed acidity\": \"9.4\", \"sulphates\": \"0.61\", \"avg_measure\": 0.55}, {\"fixed acidity\": \"9.4\", \"sulphates\": \"0.69\", \"avg_measure\": 0.55}, {\"fixed acidity\": \"7.6\", \"sulphates\": \"0.43\", \"avg_measure\": 0.5466666666666666}, {\"fixed acidity\": \"7.2\", \"sulphates\": \"0.42\", \"avg_measure\": 0.5442857142857143}, {\"fixed acidity\": \"7.4\", \"sulphates\": \"0.55\", \"avg_measure\": 0.5411111111111111}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.34\", \"avg_measure\": 0.54}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.82}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f7da76b067b602b30b42d0ad8c3e4fc3c01789f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:23:27.222449+00:00", + "ended_at": "2026-05-04T09:23:39.671610+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_10875f7d6ff379ac", + "problem_id": "v2p_n3_989d91f1b094bc99", + "dataset_id": "n3", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=sulphates, measure_col=citric acid.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "measure_col": "citric acid", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_10875f7d6ff379ac.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_10875f7d6ff379ac", + "api_calls": 0, + "input_tokens": 22354, + "cached_input_tokens": 20864, + "output_tokens": 191, + "total_tokens": 22545, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2263, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2363, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12376.92, + "sql_execution_elapsed_ms_total": 13.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_10875f7d6ff379ac\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..139defb15f7249aebe6d4e0df6945fb83f06f4b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_10875f7d6ff379ac/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:23:39.638711+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12376.92, "started_at": "2026-05-04T09:23:27.228210+00:00", "ended_at": "2026-05-04T09:23:39.605313+00:00", "prompt_metrics": {"chars": 7863, "bytes_utf8": 7863, "lines": 242, "estimated_tokens": 2263}, "response_metrics": {"chars": 403, "bytes_utf8": 403, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22354, "cached_input_tokens": 20864, "output_tokens": 191}, "stderr_preview": "2026-05-04T09:23:27.444131Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:23:29.771415Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11352a8b8410a809/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11352a8b8410a809/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ab64bf17ea2d90a56837139ea05c611e89a3f53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11352a8b8410a809/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_11352a8b8410a809\n-- problem_id: v2p_n3_723d24909373e41c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"citric acid\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"citric acid\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_11352a8b8410a809\\n-- problem_id: v2p_n3_723d24909373e41c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"citric acid\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"citric acid\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"citric acid\", \"support\", \"avg_response\"], \"rows\": [{\"citric acid\": \"0.3\", \"support\": 307, \"avg_response\": 0.26096091205211724}, {\"citric acid\": \"0.28\", \"support\": 282, \"avg_response\": 0.26416666666666666}, {\"citric acid\": \"0.32\", \"support\": 257, \"avg_response\": 0.2574708171206226}, {\"citric acid\": \"0.34\", \"support\": 225, \"avg_response\": 0.2595777777777778}, {\"citric acid\": \"0.29\", \"support\": 223, \"avg_response\": 0.26002242152466365}, {\"citric acid\": \"0.26\", \"support\": 219, \"avg_response\": 0.285}, {\"citric acid\": \"0.27\", \"support\": 216, \"avg_response\": 0.26416666666666666}, {\"citric acid\": \"0.49\", \"support\": 215, \"avg_response\": 0.2629302325581395}, {\"citric acid\": \"0.31\", \"support\": 200, \"avg_response\": 0.253725}, {\"citric acid\": \"0.33\", \"support\": 183, \"avg_response\": 0.25311475409836065}, {\"citric acid\": \"0.24\", \"support\": 181, \"avg_response\": 0.3045027624309392}, {\"citric acid\": \"0.36\", \"support\": 177, \"avg_response\": 0.25310734463276835}, {\"citric acid\": \"0.35\", \"support\": 137, \"avg_response\": 0.2564963503649635}, {\"citric acid\": \"0.25\", \"support\": 136, \"avg_response\": 0.27084558823529414}, {\"citric acid\": \"0.37\", \"support\": 134, \"avg_response\": 0.24630597014925376}, {\"citric acid\": \"0.38\", \"support\": 122, \"avg_response\": 0.25631147540983606}, {\"citric acid\": \"0.4\", \"support\": 117, \"avg_response\": 0.25675213675213676}, {\"citric acid\": \"0.22\", \"support\": 104, \"avg_response\": 0.2929807692307692}, {\"citric acid\": \"0.39\", \"support\": 101, \"avg_response\": 0.25584158415841585}, {\"citric acid\": \"0.42\", \"support\": 95, \"avg_response\": 0.27494736842105266}, {\"citric acid\": \"0.23\", \"support\": 83, \"avg_response\": 0.3025903614457831}, {\"citric acid\": \"0.41\", \"support\": 82, \"avg_response\": 0.24926829268292686}, {\"citric acid\": \"0.2\", \"support\": 70, \"avg_response\": 0.34964285714285714}, {\"citric acid\": \"0.21\", \"support\": 66, \"avg_response\": 0.3136363636363636}, {\"citric acid\": \"0.44\", \"support\": 63, \"avg_response\": 0.2785714285714286}, {\"citric acid\": \"0.46\", \"support\": 51, \"avg_response\": 0.29833333333333334}, {\"citric acid\": \"0.18\", \"support\": 49, \"avg_response\": 0.31244897959183676}, {\"citric acid\": \"0.19\", \"support\": 48, \"avg_response\": 0.290625}, {\"citric acid\": \"0.45\", \"support\": 46, \"avg_response\": 0.3015217391304348}, {\"citric acid\": \"0.74\", \"support\": 41, \"avg_response\": 0.25097560975609756}, {\"citric acid\": \"0.48\", \"support\": 39, \"avg_response\": 0.3057692307692308}, {\"citric acid\": \"0.47\", \"support\": 38, \"avg_response\": 0.2963157894736842}, {\"citric acid\": \"0.43\", \"support\": 37, \"avg_response\": 0.2772972972972973}, {\"citric acid\": \"0.5\", \"support\": 35, \"avg_response\": 0.28714285714285714}, {\"citric acid\": \"0.16\", \"support\": 33, \"avg_response\": 0.37318181818181817}, {\"citric acid\": \"0.14\", \"support\": 27, \"avg_response\": 0.3655555555555556}, {\"citric acid\": \"0.17\", \"support\": 27, \"avg_response\": 0.3262962962962963}, {\"citric acid\": \"0.51\", \"support\": 25, \"avg_response\": 0.29960000000000003}, {\"citric acid\": \"0.15\", \"support\": 23, \"avg_response\": 0.3456521739130435}, {\"citric acid\": \"0.52\", \"support\": 23, \"avg_response\": 0.3095652173913043}, {\"citric acid\": \"0.56\", \"support\": 22, \"avg_response\": 0.2893181818181818}, {\"citric acid\": \"0.58\", \"support\": 21, \"avg_response\": 0.27999999999999997}, {\"citric acid\": \"0\", \"support\": 19, \"avg_response\": 0.49657894736842106}, {\"citric acid\": \"0.12\", \"support\": 19, \"avg_response\": 0.40210526315789474}, {\"citric acid\": \"0.54\", \"support\": 19, \"avg_response\": 0.29578947368421055}, {\"citric acid\": \"0.13\", \"support\": 17, \"avg_response\": 0.40441176470588236}, {\"citric acid\": \"0.53\", \"support\": 16, \"avg_response\": 0.288125}, {\"citric acid\": \"0.1\", \"support\": 14, \"avg_response\": 0.42678571428571427}, {\"citric acid\": \"0.62\", \"support\": 14, \"avg_response\": 0.34785714285714286}, {\"citric acid\": \"0.57\", \"support\": 13, \"avg_response\": 0.2773076923076923}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.85}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11352a8b8410a809/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11352a8b8410a809/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0ff25be9f95a61a73d16a44bd6752c549996fcda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11352a8b8410a809/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.141477+00:00", + "ended_at": "2026-05-04T09:37:05.149018+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_11352a8b8410a809", + "problem_id": "v2p_n3_723d24909373e41c", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=volatile acidity, key_col=citric acid.", + "bindings": { + "key_col": "citric acid", + "measure_col": "volatile acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_11352a8b8410a809.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11352a8b8410a809/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11352a8b8410a809/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11352a8b8410a809/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3559c7b46ab1391b0bc3d8f4415fe479ab76cff4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7681, "bytes_utf8": 7681, "lines": 240, "estimated_tokens": 2207}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22298, "cached_input_tokens": 19840, "output_tokens": 155}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9dfb812237fda55cb1b628a94ba4aa361fe7129e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_11cf882dfc88353b", + "api_calls": 0, + "input_tokens": 22298, + "cached_input_tokens": 19840, + "output_tokens": 155, + "total_tokens": 22453, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2207, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2308, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11774.56, + "sql_execution_elapsed_ms_total": 6.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_11cf882dfc88353b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dc9e8aaa6c843755b9653090cb99f80783499f44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:14:55.005516+00:00", + "ended_at": "2026-05-04T09:15:06.780175+00:00", + "elapsed_ms": 11774.56, + "prompt_metrics": { + "chars": 7681, + "bytes_utf8": 7681, + "lines": 240, + "estimated_tokens": 2207 + }, + "stdout_metrics": { + "chars": 700, + "bytes_utf8": 700, + "lines": 4, + "estimated_tokens": 200 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13204 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 380, + "bytes_utf8": 380, + "lines": 1, + "estimated_tokens": 101 + }, + "usage": { + "input_tokens": 22298, + "cached_input_tokens": 19840, + "output_tokens": 155 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d18064e8ef28e14d4632f658f01e40facc391321 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=sulphates.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..594e72ccc7b8ad2f5eff93e961cccfda17806717 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df244-e74e-7812-b85d-a9c474abede4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"sulphates\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided grouped-mean template with group_col and measure_col both bound to \\\"sulphates\\\". CAST to REAL is needed because the SQLite schema stores this numeric field as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22298,"cached_input_tokens":19840,"output_tokens":155}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b0d0d4bca943d952b8aaf0bdc6396b443eb665f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sulphates\", AVG(CAST(\"sulphates\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY avg_measure DESC;","notes":"Used the provided grouped-mean template with group_col and measure_col both bound to \"sulphates\". CAST to REAL is needed because the SQLite schema stores this numeric field as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4ee1365f5382a713307420a23eda2a4549e7b0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:14:55.243374Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:14:58.077665Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:15:05.918635Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..73c15ead559ab1bafd214f0d553e818148d5b0be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=sulphates. +Result preview: [{"sulphates": "1.08", "avg_measure": 1.08}, {"sulphates": "1.06", "avg_measure": 1.06}, {"sulphates": "1.01", "avg_measure": 1.01}, {"sulphates": "1", "avg_measure": 1.0}, {"sulphates": "0.99", "avg_measure": 0.99}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..573c95cc86f093404caf91a511062e17d872310a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_11cf882dfc88353b +-- problem_id: v2p_n3_a6c765497f346ca7 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("sulphates" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "sulphates" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f5f8377987a84a76d333c68d538d579d1919aa6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sulphates\", AVG(CAST(\"sulphates\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"sulphates\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sulphates\", \"avg_measure\"], \"rows\": [{\"sulphates\": \"1.08\", \"avg_measure\": 1.08}, {\"sulphates\": \"1.06\", \"avg_measure\": 1.06}, {\"sulphates\": \"1.01\", \"avg_measure\": 1.01}, {\"sulphates\": \"1\", \"avg_measure\": 1.0}, {\"sulphates\": \"0.99\", \"avg_measure\": 0.99}, {\"sulphates\": \"0.98\", \"avg_measure\": 0.98}, {\"sulphates\": \"0.97\", \"avg_measure\": 0.97}, {\"sulphates\": \"0.96\", \"avg_measure\": 0.96}, {\"sulphates\": \"0.95\", \"avg_measure\": 0.95}, {\"sulphates\": \"0.94\", \"avg_measure\": 0.94}, {\"sulphates\": \"0.92\", \"avg_measure\": 0.92}, {\"sulphates\": \"0.9\", \"avg_measure\": 0.9}, {\"sulphates\": \"0.89\", \"avg_measure\": 0.89}, {\"sulphates\": \"0.88\", \"avg_measure\": 0.88}, {\"sulphates\": \"0.87\", \"avg_measure\": 0.87}, {\"sulphates\": \"0.86\", \"avg_measure\": 0.86}, {\"sulphates\": \"0.85\", \"avg_measure\": 0.85}, {\"sulphates\": \"0.84\", \"avg_measure\": 0.84}, {\"sulphates\": \"0.83\", \"avg_measure\": 0.83}, {\"sulphates\": \"0.82\", \"avg_measure\": 0.8200000000000001}, {\"sulphates\": \"0.81\", \"avg_measure\": 0.8100000000000002}, {\"sulphates\": \"0.8\", \"avg_measure\": 0.8}, {\"sulphates\": \"0.79\", \"avg_measure\": 0.79}, {\"sulphates\": \"0.78\", \"avg_measure\": 0.78}, {\"sulphates\": \"0.77\", \"avg_measure\": 0.77}, {\"sulphates\": \"0.76\", \"avg_measure\": 0.76}, {\"sulphates\": \"0.75\", \"avg_measure\": 0.75}, {\"sulphates\": \"0.74\", \"avg_measure\": 0.74}, {\"sulphates\": \"0.73\", \"avg_measure\": 0.73}, {\"sulphates\": \"0.72\", \"avg_measure\": 0.72}, {\"sulphates\": \"0.71\", \"avg_measure\": 0.71}, {\"sulphates\": \"0.7\", \"avg_measure\": 0.7}, {\"sulphates\": \"0.69\", \"avg_measure\": 0.69}, {\"sulphates\": \"0.68\", \"avg_measure\": 0.68}, {\"sulphates\": \"0.67\", \"avg_measure\": 0.67}, {\"sulphates\": \"0.66\", \"avg_measure\": 0.66}, {\"sulphates\": \"0.65\", \"avg_measure\": 0.65}, {\"sulphates\": \"0.64\", \"avg_measure\": 0.64}, {\"sulphates\": \"0.63\", \"avg_measure\": 0.63}, {\"sulphates\": \"0.62\", \"avg_measure\": 0.62}, {\"sulphates\": \"0.61\", \"avg_measure\": 0.61}, {\"sulphates\": \"0.6\", \"avg_measure\": 0.6}, {\"sulphates\": \"0.59\", \"avg_measure\": 0.59}, {\"sulphates\": \"0.58\", \"avg_measure\": 0.58}, {\"sulphates\": \"0.57\", \"avg_measure\": 0.57}, {\"sulphates\": \"0.56\", \"avg_measure\": 0.56}, {\"sulphates\": \"0.55\", \"avg_measure\": 0.55}, {\"sulphates\": \"0.54\", \"avg_measure\": 0.54}, {\"sulphates\": \"0.53\", \"avg_measure\": 0.53}, {\"sulphates\": \"0.52\", \"avg_measure\": 0.52}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5cdecfbb1d88fcc114a48456c151823587bc08e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:14:55.002303+00:00", + "ended_at": "2026-05-04T09:15:06.817150+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_11cf882dfc88353b", + "problem_id": "v2p_n3_a6c765497f346ca7", + "dataset_id": "n3", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=sulphates.", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_11cf882dfc88353b.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_11cf882dfc88353b", + "api_calls": 0, + "input_tokens": 22298, + "cached_input_tokens": 19840, + "output_tokens": 155, + "total_tokens": 22453, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2207, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2308, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11774.56, + "sql_execution_elapsed_ms_total": 6.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_11cf882dfc88353b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..20e4b1a71dedbbf1bd5b8eedeffa949c9597fe59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_11cf882dfc88353b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:15:06.801094+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11774.56, "started_at": "2026-05-04T09:14:55.005516+00:00", "ended_at": "2026-05-04T09:15:06.780175+00:00", "prompt_metrics": {"chars": 7681, "bytes_utf8": 7681, "lines": 240, "estimated_tokens": 2207}, "response_metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22298, "cached_input_tokens": 19840, "output_tokens": 155}, "stderr_preview": "2026-05-04T09:14:55.243374Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:14:58.077665Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=pH.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "quality", + "measure_col": "pH", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..00b785b8021f197f69d47383c414e0d23999d8a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df248-4e0d-7600-a639-86385b61ec88"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"pH\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"quality\\\" AS REAL);\",\"notes\":\"Uses the requested Support-Guarded Group Average template with group_col=\\\"quality\\\", measure_col=\\\"pH\\\", and min_group_size=5. CAST is applied because the SQLite schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22331,"cached_input_tokens":20864,"output_tokens":254}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f24b356fa277f317d01c61532bcf2cb6ad823f1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"quality\", AVG(CAST(\"pH\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"quality\" AS REAL);","notes":"Uses the requested Support-Guarded Group Average template with group_col=\"quality\", measure_col=\"pH\", and min_group_size=5. CAST is applied because the SQLite schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9bd85263f86f8d0b07fbaf2ec5e6f050471578a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:18:38.146377Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:18:40.532595Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:18:49.964429Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba93e209f4489c33987d7fb4fd199384ac5d0a63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=pH. +Result preview: [{"quality": "3", "avg_measure": 3.1875, "support": 20}, {"quality": "4", "avg_measure": 3.1828834355828217, "support": 163}, {"quality": "5", "avg_measure": 3.1688332189430333, "support": 1457}, {"quality": "6", "avg_measure": 3.1885987261146496, "support": 2198}, {"quality": "7", "avg_measure": 3.213897727272727, "support": 880}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f482c22fe0f8874a115555527112b35833dac2ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_148f2ed6e49bc3d3 +-- problem_id: v2p_n3_ce511bb84a21a274 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("pH" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY CAST("quality" AS REAL); diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..615a488cfb04c1d2f07edd96ada97be7f3db5373 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"quality\", AVG(CAST(\"pH\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"quality\" AS REAL);", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"pH\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"quality\\\" AS REAL);\", \"columns\": [\"quality\", \"avg_measure\", \"support\"], \"rows\": [{\"quality\": \"3\", \"avg_measure\": 3.1875, \"support\": 20}, {\"quality\": \"4\", \"avg_measure\": 3.1828834355828217, \"support\": 163}, {\"quality\": \"5\", \"avg_measure\": 3.1688332189430333, \"support\": 1457}, {\"quality\": \"6\", \"avg_measure\": 3.1885987261146496, \"support\": 2198}, {\"quality\": \"7\", \"avg_measure\": 3.213897727272727, \"support\": 880}, {\"quality\": \"8\", \"avg_measure\": 3.2186857142857144, \"support\": 175}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.85}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dda389a336a17045143ca970654d2b2751c01ef8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:18:37.965052+00:00", + "ended_at": "2026-05-04T09:18:50.877247+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_148f2ed6e49bc3d3", + "problem_id": "v2p_n3_ce511bb84a21a274", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=pH.", + "bindings": { + "group_col": "quality", + "measure_col": "pH", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_148f2ed6e49bc3d3.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_148f2ed6e49bc3d3", + "api_calls": 0, + "input_tokens": 22331, + "cached_input_tokens": 20864, + "output_tokens": 254, + "total_tokens": 22585, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2242, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2356, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12879.03, + "sql_execution_elapsed_ms_total": 3.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_148f2ed6e49bc3d3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29a539624a01241aca351b836573411b1486c301 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:18:50.865186+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12879.03, "started_at": "2026-05-04T09:18:37.967666+00:00", "ended_at": "2026-05-04T09:18:50.846675+00:00", "prompt_metrics": {"chars": 7800, "bytes_utf8": 7800, "lines": 240, "estimated_tokens": 2242}, "response_metrics": {"chars": 443, "bytes_utf8": 443, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22331, "cached_input_tokens": 20864, "output_tokens": 254}, "stderr_preview": "2026-05-04T09:18:38.146377Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:18:40.532595Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY CAST(\\\"quality\\\" AS REAL);\",\"notes\":\"Uses the requested Support-Guarded Group Average template with group_col=\\\"quality\\\", measure_col=\\\"pH\\\", and min_group_size=5. CAST is applied because the SQLite schema stores these fields as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3499f0751c82b860f02988cdf6b91bd88faa93a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_148f2ed6e49bc3d3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_148f2ed6e49bc3d3", + "api_calls": 0, + "input_tokens": 22331, + "cached_input_tokens": 20864, + "output_tokens": 254, + "total_tokens": 22585, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2242, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2356, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12879.03, + "sql_execution_elapsed_ms_total": 3.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_148f2ed6e49bc3d3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..60619593407039a372c1301f57b5b184756f4f65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7975, "bytes_utf8": 7975, "lines": 243, "estimated_tokens": 2300}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22391, "cached_input_tokens": 19840, "output_tokens": 181}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8c5cb0f8c530cfdbd273fee1c260de41e113133f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_15ef5acec1d5ca66", + "api_calls": 0, + "input_tokens": 22391, + "cached_input_tokens": 19840, + "output_tokens": 181, + "total_tokens": 22572, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2300, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2413, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12417.1, + "sql_execution_elapsed_ms_total": 4.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_15ef5acec1d5ca66\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0337ae094257f3ea3ac2652b359380e67952a0f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:00:45.463266+00:00", + "ended_at": "2026-05-04T09:00:57.880606+00:00", + "elapsed_ms": 12417.1, + "prompt_metrics": { + "chars": 7975, + "bytes_utf8": 7975, + "lines": 243, + "estimated_tokens": 2300 + }, + "stdout_metrics": { + "chars": 769, + "bytes_utf8": 769, + "lines": 4, + "estimated_tokens": 226 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13227 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 428, + "bytes_utf8": 428, + "lines": 1, + "estimated_tokens": 113 + }, + "usage": { + "input_tokens": 22391, + "cached_input_tokens": 19840, + "output_tokens": 181 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1482a7350c59e6b14022b483e01c0e9d2467eafd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "9", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6cc67d9c1891fdc0950600f62319752d30a441e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df237-f0ac-7391-a81d-1fc850e590d2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '9' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the required Two-Axis Target Rate Surface template with group_col=\\\"fixed acidity\\\", group_col_2=\\\"quality\\\", and target_col=\\\"quality\\\" on the single table \\\"n3\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22391,"cached_input_tokens":19840,"output_tokens":181}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb7fed5e463910f5922b45d520ede7e6347a5171 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '9' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY target_rate DESC;","notes":"Used the required Two-Axis Target Rate Surface template with group_col=\"fixed acidity\", group_col_2=\"quality\", and target_col=\"quality\" on the single table \"n3\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..edf43197a23db976e524db3eb9584dea7f80d86d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:00:45.671895Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:00:47.962611Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:00:56.932525Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7b61ca6def97fc8bdfecf836beeef896f7af847 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality. +Result preview: [{"fixed acidity": "6.6", "quality": "9", "target_rate": 1.0}, {"fixed acidity": "6.9", "quality": "9", "target_rate": 1.0}, {"fixed acidity": "7.1", "quality": "9", "target_rate": 1.0}, {"fixed acidity": "7.4", "quality": "9", "target_rate": 1.0}, {"fixed acidity": "9.1", "quality": "9", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7d1bd104cb31fc7e156015107adde5c4d18c5b98 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_15ef5acec1d5ca66 +-- problem_id: v2p_n3_eb0f39874f61b2e9 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '9' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65a444adcc133032091c9a44f9ff65e1e639c853 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '9' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '9' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"fixed acidity\", \"quality\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"6.6\", \"quality\": \"9\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"quality\": \"9\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.1\", \"quality\": \"9\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.4\", \"quality\": \"9\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.1\", \"quality\": \"9\", \"target_rate\": 1.0}, {\"fixed acidity\": \"10\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.2\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.3\", \"quality\": \"3\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.3\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.7\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"11.8\", \"quality\": \"3\", \"target_rate\": 0.0}, {\"fixed acidity\": \"14.2\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"3.8\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"3.9\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.2\", \"quality\": \"3\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.2\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.5\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.6\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.1\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.1\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.1\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.2\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.2\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.2\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.2\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.2\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.3\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.3\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.3\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.3\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.3\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.4\", \"quality\": \"5\", \"target_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.75}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4a0efaca9da1949dab8ee2c205e5d2bde07fa49d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:00:45.460537+00:00", + "ended_at": "2026-05-04T09:00:57.909597+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_15ef5acec1d5ca66", + "problem_id": "v2p_n3_eb0f39874f61b2e9", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "9", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_15ef5acec1d5ca66.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_15ef5acec1d5ca66", + "api_calls": 0, + "input_tokens": 22391, + "cached_input_tokens": 19840, + "output_tokens": 181, + "total_tokens": 22572, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2300, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2413, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12417.1, + "sql_execution_elapsed_ms_total": 4.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_15ef5acec1d5ca66\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b4a76be5c9ab68d9488ca09b896a68d360e576d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_15ef5acec1d5ca66/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:00:57.895796+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12417.1, "started_at": "2026-05-04T09:00:45.463266+00:00", "ended_at": "2026-05-04T09:00:57.880606+00:00", "prompt_metrics": {"chars": 7975, "bytes_utf8": 7975, "lines": 243, "estimated_tokens": 2300}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22391, "cached_input_tokens": 19840, "output_tokens": 181}, "stderr_preview": "2026-05-04T09:00:45.671895Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:00:47.962611Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=citric acid.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "citric acid", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ffe71a4e9ac1df62e649c508d7d05449009d51d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24a-440a-7f41-b9b4-24a7b26dd33d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"citric acid\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sulphates\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"sulphates\\\", measure_col=\\\"citric acid\\\", and min_group_size=5. CAST to REAL is included so AVG operates numerically on TEXT-typed values in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22338,"cached_input_tokens":20864,"output_tokens":250}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..987a9263f07aed3e6a6be25f7f298bf2d2448f49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sulphates\", AVG(CAST(\"citric acid\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY \"sulphates\";","notes":"Used the provided Support-Guarded Group Average template with group_col=\"sulphates\", measure_col=\"citric acid\", and min_group_size=5. CAST to REAL is included so AVG operates numerically on TEXT-typed values in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97561c006b617c22d3fdca93c15ea83e6e1a8c79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:20:46.662835Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:20:48.955820Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:20:58.903229Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f30841ad9a8237f752578205ce3c0e600dee6f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=citric acid. +Result preview: [{"sulphates": "0.27", "avg_measure": 0.34615384615384615, "support": 13}, {"sulphates": "0.28", "avg_measure": 0.3246153846153846, "support": 13}, {"sulphates": "0.29", "avg_measure": 0.304375, "support": 16}, {"sulphates": "0.3", "avg_measure": 0.33580645161290323, "support": 31}, {"sulphates": "0.31", "avg_measure": 0.33685714285714285, "support": 35}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..911cb9522f1a7988df8052c770a1b3ca43987706 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_1865799d7d46c588 +-- problem_id: v2p_n3_401d7a4defd90304 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("citric acid" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY "sulphates"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2b086ddaba203d681b70496b45e08d93e0fd1a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sulphates\", AVG(CAST(\"citric acid\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY \"sulphates\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"citric acid\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sulphates\\\";\", \"columns\": [\"sulphates\", \"avg_measure\", \"support\"], \"rows\": [{\"sulphates\": \"0.27\", \"avg_measure\": 0.34615384615384615, \"support\": 13}, {\"sulphates\": \"0.28\", \"avg_measure\": 0.3246153846153846, \"support\": 13}, {\"sulphates\": \"0.29\", \"avg_measure\": 0.304375, \"support\": 16}, {\"sulphates\": \"0.3\", \"avg_measure\": 0.33580645161290323, \"support\": 31}, {\"sulphates\": \"0.31\", \"avg_measure\": 0.33685714285714285, \"support\": 35}, {\"sulphates\": \"0.32\", \"avg_measure\": 0.32833333333333337, \"support\": 54}, {\"sulphates\": \"0.33\", \"avg_measure\": 0.33186440677966106, \"support\": 59}, {\"sulphates\": \"0.34\", \"avg_measure\": 0.3286904761904762, \"support\": 84}, {\"sulphates\": \"0.35\", \"avg_measure\": 0.29670588235294115, \"support\": 85}, {\"sulphates\": \"0.36\", \"avg_measure\": 0.31916666666666665, \"support\": 120}, {\"sulphates\": \"0.37\", \"avg_measure\": 0.30418604651162795, \"support\": 129}, {\"sulphates\": \"0.38\", \"avg_measure\": 0.30775700934579436, \"support\": 214}, {\"sulphates\": \"0.39\", \"avg_measure\": 0.32920529801324505, \"support\": 151}, {\"sulphates\": \"0.4\", \"avg_measure\": 0.3382142857142857, \"support\": 168}, {\"sulphates\": \"0.41\", \"avg_measure\": 0.32827338129496403, \"support\": 139}, {\"sulphates\": \"0.42\", \"avg_measure\": 0.3330386740331492, \"support\": 181}, {\"sulphates\": \"0.43\", \"avg_measure\": 0.34335403726708075, \"support\": 161}, {\"sulphates\": \"0.44\", \"avg_measure\": 0.33708333333333335, \"support\": 216}, {\"sulphates\": \"0.45\", \"avg_measure\": 0.35151685393258425, \"support\": 178}, {\"sulphates\": \"0.46\", \"avg_measure\": 0.33422222222222225, \"support\": 225}, {\"sulphates\": \"0.47\", \"avg_measure\": 0.3388953488372093, \"support\": 172}, {\"sulphates\": \"0.48\", \"avg_measure\": 0.3363687150837989, \"support\": 179}, {\"sulphates\": \"0.49\", \"avg_measure\": 0.3486144578313253, \"support\": 166}, {\"sulphates\": \"0.5\", \"avg_measure\": 0.3278714859437751, \"support\": 249}, {\"sulphates\": \"0.51\", \"avg_measure\": 0.3365, \"support\": 140}, {\"sulphates\": \"0.52\", \"avg_measure\": 0.3312820512820513, \"support\": 156}, {\"sulphates\": \"0.53\", \"avg_measure\": 0.3453333333333333, \"support\": 135}, {\"sulphates\": \"0.54\", \"avg_measure\": 0.3337724550898204, \"support\": 167}, {\"sulphates\": \"0.55\", \"avg_measure\": 0.3383333333333333, \"support\": 102}, {\"sulphates\": \"0.56\", \"avg_measure\": 0.324537037037037, \"support\": 108}, {\"sulphates\": \"0.57\", \"avg_measure\": 0.33180722891566267, \"support\": 83}, {\"sulphates\": \"0.58\", \"avg_measure\": 0.3323232323232323, \"support\": 99}, {\"sulphates\": \"0.59\", \"avg_measure\": 0.34927835051546396, \"support\": 97}, {\"sulphates\": \"0.6\", \"avg_measure\": 0.3281818181818182, \"support\": 88}, {\"sulphates\": \"0.61\", \"avg_measure\": 0.3411111111111111, \"support\": 45}, {\"sulphates\": \"0.62\", \"avg_measure\": 0.3416176470588235, \"support\": 68}, {\"sulphates\": \"0.63\", \"avg_measure\": 0.3127083333333333, \"support\": 48}, {\"sulphates\": \"0.64\", \"avg_measure\": 0.35253731343283584, \"support\": 67}, {\"sulphates\": \"0.65\", \"avg_measure\": 0.3417857142857143, \"support\": 28}, {\"sulphates\": \"0.66\", \"avg_measure\": 0.32055555555555554, \"support\": 36}, {\"sulphates\": \"0.67\", \"avg_measure\": 0.3402857142857143, \"support\": 35}, {\"sulphates\": \"0.68\", \"avg_measure\": 0.36727272727272725, \"support\": 44}, {\"sulphates\": \"0.69\", \"avg_measure\": 0.3446666666666667, \"support\": 30}, {\"sulphates\": \"0.7\", \"avg_measure\": 0.41555555555555557, \"support\": 27}, {\"sulphates\": \"0.71\", \"avg_measure\": 0.28833333333333333, \"support\": 18}, {\"sulphates\": \"0.72\", \"avg_measure\": 0.3187878787878788, \"support\": 33}, {\"sulphates\": \"0.73\", \"avg_measure\": 0.35333333333333333, \"support\": 12}, {\"sulphates\": \"0.74\", \"avg_measure\": 0.34421052631578947, \"support\": 19}, {\"sulphates\": \"0.75\", \"avg_measure\": 0.3981818181818182, \"support\": 22}, {\"sulphates\": \"0.76\", \"avg_measure\": 0.36894736842105263, \"support\": 19}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.68}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9e9d163ee2d8f4b3361a10cb9360c85852cceeb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:20:46.463038+00:00", + "ended_at": "2026-05-04T09:20:59.692938+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_1865799d7d46c588", + "problem_id": "v2p_n3_401d7a4defd90304", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=citric acid.", + "bindings": { + "group_col": "sulphates", + "measure_col": "citric acid", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=79" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_1865799d7d46c588.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1865799d7d46c588", + "api_calls": 0, + "input_tokens": 22338, + "cached_input_tokens": 20864, + "output_tokens": 250, + "total_tokens": 22588, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2249, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2379, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13195.75, + "sql_execution_elapsed_ms_total": 4.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_1865799d7d46c588\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..15c628dcd71592f675651a343bc4429d347b5bae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:20:59.678473+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13195.75, "started_at": "2026-05-04T09:20:46.465383+00:00", "ended_at": "2026-05-04T09:20:59.661360+00:00", "prompt_metrics": {"chars": 7824, "bytes_utf8": 7824, "lines": 240, "estimated_tokens": 2249}, "response_metrics": {"chars": 468, "bytes_utf8": 468, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22338, "cached_input_tokens": 20864, "output_tokens": 250}, "stderr_preview": "2026-05-04T09:20:46.662835Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:20:48.955820Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"sulphates\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"sulphates\\\", measure_col=\\\"citric acid\\\", and min_group_size=5. CAST to REAL is included so AVG operates numerically on TEXT-typed values in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..35194c457ab8c251a667683e5895a39987f00fe1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1865799d7d46c588/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1865799d7d46c588", + "api_calls": 0, + "input_tokens": 22338, + "cached_input_tokens": 20864, + "output_tokens": 250, + "total_tokens": 22588, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2249, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2379, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13195.75, + "sql_execution_elapsed_ms_total": 4.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_1865799d7d46c588\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..304ccc79335fa0ef1bba869587a95adab75e864f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7904, "bytes_utf8": 7904, "lines": 243, "estimated_tokens": 2263}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22354, "cached_input_tokens": 19840, "output_tokens": 130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c4001e8f30d38653eecefbd69eebe0e576796df5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1a73f05abc0acdc2", + "api_calls": 0, + "input_tokens": 22354, + "cached_input_tokens": 19840, + "output_tokens": 130, + "total_tokens": 22484, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2263, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2377, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11578.99, + "sql_execution_elapsed_ms_total": 4.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_1a73f05abc0acdc2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f0fa1636911f3337ba762acc253cd70658ac85cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:57:36.603347+00:00", + "ended_at": "2026-05-04T08:57:48.182431+00:00", + "elapsed_ms": 11578.99, + "prompt_metrics": { + "chars": 7904, + "bytes_utf8": 7904, + "lines": 243, + "estimated_tokens": 2263 + }, + "stdout_metrics": { + "chars": 767, + "bytes_utf8": 767, + "lines": 4, + "estimated_tokens": 216 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13181 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 442, + "bytes_utf8": 442, + "lines": 1, + "estimated_tokens": 114 + }, + "usage": { + "input_tokens": 22354, + "cached_input_tokens": 19840, + "output_tokens": 130 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9922a6291270559dab60a97146bd9eeec39012b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=sulphates, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..861038357c3c42fc74d352eba189fdb5c71cdb69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df235-0ed2-7150-9bd6-1792513910fe"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"sulphates\\\" and condition_col bound to \\\"quality\\\", using condition_value '6'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22354,"cached_input_tokens":19840,"output_tokens":130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d6394c4788d375fb6592463620d7c90e49368aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"sulphates\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"sulphates\" and condition_col bound to \"quality\", using condition_value '6'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f580ab4f24d35d24b79cb74dfd871cc763631af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:57:36.819546Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:57:39.290406Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:57:47.383297Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce86202ab1a7e576603a720612790eca1e105c4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=sulphates, condition_col=quality. +Result preview: [{"sulphates": "1.06", "condition_rate": 1.0}, {"sulphates": "1.01", "condition_rate": 1.0}, {"sulphates": "1", "condition_rate": 1.0}, {"sulphates": "0.23", "condition_rate": 1.0}, {"sulphates": "0.98", "condition_rate": 0.8333333333333334}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bbc39e104f5e6d39a68f6a965a52fe6dc836e54f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_1a73f05abc0acdc2 +-- problem_id: v2p_n3_79cd5577733f363e +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "sulphates" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b52527ab2c7ea32eab239cabfe0120e981f9eef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"sulphates\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"sulphates\", \"condition_rate\"], \"rows\": [{\"sulphates\": \"1.06\", \"condition_rate\": 1.0}, {\"sulphates\": \"1.01\", \"condition_rate\": 1.0}, {\"sulphates\": \"1\", \"condition_rate\": 1.0}, {\"sulphates\": \"0.23\", \"condition_rate\": 1.0}, {\"sulphates\": \"0.98\", \"condition_rate\": 0.8333333333333334}, {\"sulphates\": \"0.78\", \"condition_rate\": 0.6842105263157895}, {\"sulphates\": \"0.96\", \"condition_rate\": 0.6666666666666666}, {\"sulphates\": \"0.85\", \"condition_rate\": 0.6666666666666666}, {\"sulphates\": \"0.77\", \"condition_rate\": 0.625}, {\"sulphates\": \"0.56\", \"condition_rate\": 0.5462962962962963}, {\"sulphates\": \"0.58\", \"condition_rate\": 0.5454545454545454}, {\"sulphates\": \"0.62\", \"condition_rate\": 0.5441176470588235}, {\"sulphates\": \"0.67\", \"condition_rate\": 0.5428571428571428}, {\"sulphates\": \"0.55\", \"condition_rate\": 0.5392156862745098}, {\"sulphates\": \"0.27\", \"condition_rate\": 0.5384615384615384}, {\"sulphates\": \"0.37\", \"condition_rate\": 0.5348837209302325}, {\"sulphates\": \"0.53\", \"condition_rate\": 0.5333333333333333}, {\"sulphates\": \"0.76\", \"condition_rate\": 0.5263157894736842}, {\"sulphates\": \"0.33\", \"condition_rate\": 0.5254237288135594}, {\"sulphates\": \"0.35\", \"condition_rate\": 0.5176470588235295}, {\"sulphates\": \"0.36\", \"condition_rate\": 0.5166666666666667}, {\"sulphates\": \"0.59\", \"condition_rate\": 0.5051546391752577}, {\"sulphates\": \"0.92\", \"condition_rate\": 0.5}, {\"sulphates\": \"0.87\", \"condition_rate\": 0.5}, {\"sulphates\": \"0.79\", \"condition_rate\": 0.5}, {\"sulphates\": \"0.42\", \"condition_rate\": 0.4972375690607735}, {\"sulphates\": \"0.54\", \"condition_rate\": 0.49700598802395207}, {\"sulphates\": \"0.5\", \"condition_rate\": 0.4859437751004016}, {\"sulphates\": \"0.45\", \"condition_rate\": 0.47752808988764045}, {\"sulphates\": \"0.66\", \"condition_rate\": 0.4722222222222222}, {\"sulphates\": \"0.82\", \"condition_rate\": 0.46153846153846156}, {\"sulphates\": \"0.31\", \"condition_rate\": 0.45714285714285713}, {\"sulphates\": \"0.41\", \"condition_rate\": 0.45323741007194246}, {\"sulphates\": \"0.51\", \"condition_rate\": 0.45}, {\"sulphates\": \"0.7\", \"condition_rate\": 0.4444444444444444}, {\"sulphates\": \"0.61\", \"condition_rate\": 0.4444444444444444}, {\"sulphates\": \"0.4\", \"condition_rate\": 0.44047619047619047}, {\"sulphates\": \"0.38\", \"condition_rate\": 0.4392523364485981}, {\"sulphates\": \"0.29\", \"condition_rate\": 0.4375}, {\"sulphates\": \"0.47\", \"condition_rate\": 0.436046511627907}, {\"sulphates\": \"0.57\", \"condition_rate\": 0.43373493975903615}, {\"sulphates\": \"0.69\", \"condition_rate\": 0.43333333333333335}, {\"sulphates\": \"0.68\", \"condition_rate\": 0.4318181818181818}, {\"sulphates\": \"0.43\", \"condition_rate\": 0.42857142857142855}, {\"sulphates\": \"0.49\", \"condition_rate\": 0.42168674698795183}, {\"sulphates\": \"0.64\", \"condition_rate\": 0.417910447761194}, {\"sulphates\": \"0.46\", \"condition_rate\": 0.4177777777777778}, {\"sulphates\": \"0.34\", \"condition_rate\": 0.40476190476190477}, {\"sulphates\": \"0.8\", \"condition_rate\": 0.4}, {\"sulphates\": \"0.63\", \"condition_rate\": 0.3958333333333333}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b46099d5aa33874ca529e0d5a41b9639df4f4478 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:57:36.601775+00:00", + "ended_at": "2026-05-04T08:57:48.213672+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_1a73f05abc0acdc2", + "problem_id": "v2p_n3_79cd5577733f363e", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=sulphates, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_1a73f05abc0acdc2.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1a73f05abc0acdc2", + "api_calls": 0, + "input_tokens": 22354, + "cached_input_tokens": 19840, + "output_tokens": 130, + "total_tokens": 22484, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2263, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2377, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11578.99, + "sql_execution_elapsed_ms_total": 4.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_1a73f05abc0acdc2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..020da17a7780feeec404b556430e18edca6633a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1a73f05abc0acdc2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:57:48.199888+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11578.99, "started_at": "2026-05-04T08:57:36.603347+00:00", "ended_at": "2026-05-04T08:57:48.182431+00:00", "prompt_metrics": {"chars": 7904, "bytes_utf8": 7904, "lines": 243, "estimated_tokens": 2263}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22354, "cached_input_tokens": 19840, "output_tokens": 130}, "stderr_preview": "2026-05-04T08:57:36.819546Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:57:39.290406Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=free sulfur dioxide, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "quality", + "measure_col": "free sulfur dioxide", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4917c57f2888875152862030a1168b4e7b6b252d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23f-0a13-7ce0-a8b2-07b052eebc20"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"quality\\\"\\n FROM \\\"n3\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"quality\\\",\\n (\\n SELECT \\\"ranked\\\".\\\"measure_val\\\"\\n FROM (\\n SELECT\\n CAST(\\\"n3\\\".\\\"free sulfur dioxide\\\" AS REAL) AS \\\"measure_val\\\",\\n ROW_NUMBER() OVER (\\n ORDER BY CAST(\\\"n3\\\".\\\"free sulfur dioxide\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER () AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"n3\\\".\\\"quality\\\" = \\\"groups\\\".\\\"quality\\\"\\n AND \\\"n3\\\".\\\"quality\\\" = '5'\\n ) AS \\\"ranked\\\"\\n WHERE \\\"ranked\\\".\\\"rn\\\" >= 0.9 * \\\"ranked\\\".\\\"cnt\\\"\\n ORDER BY \\\"ranked\\\".\\\"rn\\\"\\n LIMIT 1\\n ) AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile emulation with window functions. \\\"free sulfur dioxide\\\" is cast from TEXT to REAL, and because group_col and condition_col are both \\\"quality\\\" with condition_value='5', only the \\\"quality\\\"='5' group will produce a non-NULL percentile.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22404,"cached_input_tokens":20864,"output_tokens":598}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d2e3ed9e25ea9865b80ffba062bf238b4004b65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"quality\"\n FROM \"n3\"\n)\nSELECT\n \"groups\".\"quality\",\n (\n SELECT \"ranked\".\"measure_val\"\n FROM (\n SELECT\n CAST(\"n3\".\"free sulfur dioxide\" AS REAL) AS \"measure_val\",\n ROW_NUMBER() OVER (\n ORDER BY CAST(\"n3\".\"free sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER () AS \"cnt\"\n FROM \"n3\"\n WHERE \"n3\".\"quality\" = \"groups\".\"quality\"\n AND \"n3\".\"quality\" = '5'\n ) AS \"ranked\"\n WHERE \"ranked\".\"rn\" >= 0.9 * \"ranked\".\"cnt\"\n ORDER BY \"ranked\".\"rn\"\n LIMIT 1\n ) AS \"conditional_percentile\"\nFROM \"groups\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile emulation with window functions. \"free sulfur dioxide\" is cast from TEXT to REAL, and because group_col and condition_col are both \"quality\" with condition_value='5', only the \"quality\"='5' group will produce a non-NULL percentile."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf88d1c2f9d25afd4cf3fab1e0e9daec958e55a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:08:30.942658Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:08:33.315504Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:08:49.251983Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d3259c2bbf37d455de3c9383698e3bd0b790867 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=free sulfur dioxide, condition_col=quality. +Result preview: [{"quality": "5", "conditional_percentile": 60.0}, {"quality": "6", "conditional_percentile": null}, {"quality": "7", "conditional_percentile": null}, {"quality": "8", "conditional_percentile": null}, {"quality": "4", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..979a322bc5cc8227e6d6985d9bd87d36d4f9b205 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_1aec9b4699391fab +-- problem_id: v2p_n3_8e5be0c29caab4c8 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "quality" + FROM "n3" +) +SELECT + "groups"."quality", + ( + SELECT "ranked"."measure_val" + FROM ( + SELECT + CAST("n3"."free sulfur dioxide" AS REAL) AS "measure_val", + ROW_NUMBER() OVER ( + ORDER BY CAST("n3"."free sulfur dioxide" AS REAL) + ) AS "rn", + COUNT(*) OVER () AS "cnt" + FROM "n3" + WHERE "n3"."quality" = "groups"."quality" + AND "n3"."quality" = '5' + ) AS "ranked" + WHERE "ranked"."rn" >= 0.9 * "ranked"."cnt" + ORDER BY "ranked"."rn" + LIMIT 1 + ) AS "conditional_percentile" +FROM "groups" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bfdfb6d6956dd1b702c4c4394abfc44b5a2e967d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"quality\"\n FROM \"n3\"\n)\nSELECT\n \"groups\".\"quality\",\n (\n SELECT \"ranked\".\"measure_val\"\n FROM (\n SELECT\n CAST(\"n3\".\"free sulfur dioxide\" AS REAL) AS \"measure_val\",\n ROW_NUMBER() OVER (\n ORDER BY CAST(\"n3\".\"free sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER () AS \"cnt\"\n FROM \"n3\"\n WHERE \"n3\".\"quality\" = \"groups\".\"quality\"\n AND \"n3\".\"quality\" = '5'\n ) AS \"ranked\"\n WHERE \"ranked\".\"rn\" >= 0.9 * \"ranked\".\"cnt\"\n ORDER BY \"ranked\".\"rn\"\n LIMIT 1\n ) AS \"conditional_percentile\"\nFROM \"groups\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"quality\\\"\\n FROM \\\"n3\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"quality\\\",\\n (\\n SELECT \\\"ranked\\\".\\\"measure_val\\\"\\n FROM (\\n SELECT\\n CAST(\\\"n3\\\".\\\"free sulfur dioxide\\\" AS REAL) AS \\\"measure_val\\\",\\n ROW_NUMBER() OVER (\\n ORDER BY CAST(\\\"n3\\\".\\\"free sulfur dioxide\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER () AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"n3\\\".\\\"quality\\\" = \\\"groups\\\".\\\"quality\\\"\\n AND \\\"n3\\\".\\\"quality\\\" = '5'\\n ) AS \\\"ranked\\\"\\n WHERE \\\"ranked\\\".\\\"rn\\\" >= 0.9 * \\\"ranked\\\".\\\"cnt\\\"\\n ORDER BY \\\"ranked\\\".\\\"rn\\\"\\n LIMIT 1\\n ) AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"quality\", \"conditional_percentile\"], \"rows\": [{\"quality\": \"5\", \"conditional_percentile\": 60.0}, {\"quality\": \"6\", \"conditional_percentile\": null}, {\"quality\": \"7\", \"conditional_percentile\": null}, {\"quality\": \"8\", \"conditional_percentile\": null}, {\"quality\": \"4\", \"conditional_percentile\": null}, {\"quality\": \"3\", \"conditional_percentile\": null}, {\"quality\": \"9\", \"conditional_percentile\": null}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.97}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..479b3d789045bd7e9417f4090bb7a0f41d2850f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:08:30.725670+00:00", + "ended_at": "2026-05-04T09:08:50.220401+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_1aec9b4699391fab", + "problem_id": "v2p_n3_8e5be0c29caab4c8", + "dataset_id": "n3", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=free sulfur dioxide, condition_col=quality.", + "bindings": { + "group_col": "quality", + "measure_col": "free sulfur dioxide", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_1aec9b4699391fab.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1aec9b4699391fab", + "api_calls": 0, + "input_tokens": 22404, + "cached_input_tokens": 20864, + "output_tokens": 598, + "total_tokens": 23002, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2313, + "estimated_output_tokens": 314, + "estimated_total_tokens": 2627, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19457.99, + "sql_execution_elapsed_ms_total": 5.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_1aec9b4699391fab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab8da62d5312acbfbcd243aadd928a07d6d1868c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:08:50.206332+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19457.99, "started_at": "2026-05-04T09:08:30.729816+00:00", "ended_at": "2026-05-04T09:08:50.187865+00:00", "prompt_metrics": {"chars": 8187, "bytes_utf8": 8187, "lines": 245, "estimated_tokens": 2313}, "response_metrics": {"chars": 1125, "bytes_utf8": 1125, "lines": 1, "estimated_tokens": 314}, "usage": {"input_tokens": 22404, "cached_input_tokens": 20864, "output_tokens": 598}, "stderr_preview": "2026-05-04T09:08:30.942658Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:08:33.315504Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.9 * \\\"ranked\\\".\\\"cnt\\\"\\n ORDER BY \\\"ranked\\\".\\\"rn\\\"\\n LIMIT 1\\n ) AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile emulation with window functions. \\\"free sulfur dioxide\\\" is cast from TEXT to REAL, and because group_col and cond"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..433517e35dcbc17d4f2a8d91320dde6b102dc508 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1aec9b4699391fab/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1aec9b4699391fab", + "api_calls": 0, + "input_tokens": 22404, + "cached_input_tokens": 20864, + "output_tokens": 598, + "total_tokens": 23002, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2313, + "estimated_output_tokens": 314, + "estimated_total_tokens": 2627, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19457.99, + "sql_execution_elapsed_ms_total": 5.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_1aec9b4699391fab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0d26dcb78bbffaec6d5684d99d1718f8deee4ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7781, "bytes_utf8": 7781, "lines": 240, "estimated_tokens": 2218}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22309, "cached_input_tokens": 20864, "output_tokens": 175}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c8315ad4d7f497df457efe0d434ef1d3480457f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1afbcaf865382397", + "api_calls": 0, + "input_tokens": 22309, + "cached_input_tokens": 20864, + "output_tokens": 175, + "total_tokens": 22484, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2218, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2323, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11977.77, + "sql_execution_elapsed_ms_total": 18.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_1afbcaf865382397\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..343464da4e5fc7d65b0121963a0ec5e6d4fa6207 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:05:21.824215+00:00", + "ended_at": "2026-05-04T09:05:33.802312+00:00", + "elapsed_ms": 11977.77, + "prompt_metrics": { + "chars": 7781, + "bytes_utf8": 7781, + "lines": 240, + "estimated_tokens": 2218 + }, + "stdout_metrics": { + "chars": 760, + "bytes_utf8": 760, + "lines": 4, + "estimated_tokens": 208 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13169 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 436, + "bytes_utf8": 436, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 22309, + "cached_input_tokens": 20864, + "output_tokens": 175 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7ec43fbe74519d0cdacb3c37bf428549bb335b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a548d91bb93fd8e65ed6cce53d7819947b4e7855 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23c-2817-74a0-a209-50a575925709"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sulphates\\\",\\n AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"sulphates\\\" and measure_col=\\\"total sulfur dioxide\\\". CAST to REAL is necessary because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22309,"cached_input_tokens":20864,"output_tokens":175}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2dce939f5639778b3b4ffb9ac440db2d53cd0c1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sulphates\",\n AVG(CAST(\"total sulfur dioxide\" AS REAL)) OVER (PARTITION BY \"sulphates\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"sulphates\" and measure_col=\"total sulfur dioxide\". CAST to REAL is necessary because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e974d394cad09d904e82d59895fccc50a6f11775 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:05:22.001709Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:05:24.545531Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:05:32.744349Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f1f4e2f36f3588565e28e8d59ee609d2d792649 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide. +Result preview: [{"sulphates": "1.06", "avg_measure": 168.0}, {"sulphates": "0.82", "avg_measure": 165.30769230769232}, {"sulphates": "0.89", "avg_measure": 161.0}, {"sulphates": "0.71", "avg_measure": 153.27777777777777}, {"sulphates": "0.57", "avg_measure": 151.65060240963857}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cf4b3b5b336d7fb7c9d7478d13a9f51a6ce3ba09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_1afbcaf865382397 +-- problem_id: v2p_n3_f985ecdc1ec8c95f +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sulphates", + AVG(CAST("total sulfur dioxide" AS REAL)) OVER (PARTITION BY "sulphates") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..568e992d6d68f8d02fcad2e04fb3bfcbb9101ed3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sulphates\",\n AVG(CAST(\"total sulfur dioxide\" AS REAL)) OVER (PARTITION BY \"sulphates\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sulphates\\\",\\n AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sulphates\", \"avg_measure\"], \"rows\": [{\"sulphates\": \"1.06\", \"avg_measure\": 168.0}, {\"sulphates\": \"0.82\", \"avg_measure\": 165.30769230769232}, {\"sulphates\": \"0.89\", \"avg_measure\": 161.0}, {\"sulphates\": \"0.71\", \"avg_measure\": 153.27777777777777}, {\"sulphates\": \"0.57\", \"avg_measure\": 151.65060240963857}, {\"sulphates\": \"0.64\", \"avg_measure\": 151.01492537313433}, {\"sulphates\": \"0.61\", \"avg_measure\": 150.0888888888889}, {\"sulphates\": \"0.75\", \"avg_measure\": 149.9090909090909}, {\"sulphates\": \"0.5\", \"avg_measure\": 149.57630522088354}, {\"sulphates\": \"0.49\", \"avg_measure\": 149.16867469879517}, {\"sulphates\": \"0.78\", \"avg_measure\": 148.57894736842104}, {\"sulphates\": \"0.6\", \"avg_measure\": 148.03977272727272}, {\"sulphates\": \"0.67\", \"avg_measure\": 147.82857142857142}, {\"sulphates\": \"0.56\", \"avg_measure\": 147.2962962962963}, {\"sulphates\": \"0.7\", \"avg_measure\": 146.33333333333334}, {\"sulphates\": \"0.53\", \"avg_measure\": 146.0}, {\"sulphates\": \"0.81\", \"avg_measure\": 146.0}, {\"sulphates\": \"1.01\", \"avg_measure\": 146.0}, {\"sulphates\": \"0.51\", \"avg_measure\": 145.57857142857142}, {\"sulphates\": \"0.79\", \"avg_measure\": 145.53125}, {\"sulphates\": \"0.55\", \"avg_measure\": 144.69607843137254}, {\"sulphates\": \"0.76\", \"avg_measure\": 144.52631578947367}, {\"sulphates\": \"0.48\", \"avg_measure\": 144.2849162011173}, {\"sulphates\": \"0.52\", \"avg_measure\": 143.94551282051282}, {\"sulphates\": \"0.59\", \"avg_measure\": 143.62886597938143}, {\"sulphates\": \"0.88\", \"avg_measure\": 143.42857142857142}, {\"sulphates\": \"0.63\", \"avg_measure\": 143.23958333333334}, {\"sulphates\": \"0.62\", \"avg_measure\": 143.11764705882354}, {\"sulphates\": \"0.46\", \"avg_measure\": 143.07111111111112}, {\"sulphates\": \"0.43\", \"avg_measure\": 142.87888198757764}, {\"sulphates\": \"0.66\", \"avg_measure\": 142.83333333333334}, {\"sulphates\": \"0.72\", \"avg_measure\": 142.16666666666666}, {\"sulphates\": \"0.58\", \"avg_measure\": 142.14646464646464}, {\"sulphates\": \"0.47\", \"avg_measure\": 142.07848837209303}, {\"sulphates\": \"0.44\", \"avg_measure\": 141.86805555555554}, {\"sulphates\": \"0.77\", \"avg_measure\": 141.375}, {\"sulphates\": \"0.27\", \"avg_measure\": 139.6153846153846}, {\"sulphates\": \"0.41\", \"avg_measure\": 139.07553956834533}, {\"sulphates\": \"0.54\", \"avg_measure\": 138.94610778443115}, {\"sulphates\": \"0.85\", \"avg_measure\": 138.66666666666666}, {\"sulphates\": \"0.45\", \"avg_measure\": 138.27808988764045}, {\"sulphates\": \"0.68\", \"avg_measure\": 137.54545454545453}, {\"sulphates\": \"0.69\", \"avg_measure\": 137.46666666666667}, {\"sulphates\": \"0.9\", \"avg_measure\": 137.2}, {\"sulphates\": \"0.42\", \"avg_measure\": 134.35911602209944}, {\"sulphates\": \"0.97\", \"avg_measure\": 134.0}, {\"sulphates\": \"0.3\", \"avg_measure\": 133.61290322580646}, {\"sulphates\": \"0.8\", \"avg_measure\": 133.2}, {\"sulphates\": \"0.74\", \"avg_measure\": 132.26315789473685}, {\"sulphates\": \"0.4\", \"avg_measure\": 129.10714285714286}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 18.81}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aab37cc7110838a72242cf13babdb59a019c8852 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:05:21.822060+00:00", + "ended_at": "2026-05-04T09:05:33.848046+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_1afbcaf865382397", + "problem_id": "v2p_n3_f985ecdc1ec8c95f", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_1afbcaf865382397.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1afbcaf865382397", + "api_calls": 0, + "input_tokens": 22309, + "cached_input_tokens": 20864, + "output_tokens": 175, + "total_tokens": 22484, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2218, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2323, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11977.77, + "sql_execution_elapsed_ms_total": 18.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_1afbcaf865382397\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01181621a61a46d162b9e37760d2d4e9856de44a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1afbcaf865382397/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:05:33.821237+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11977.77, "started_at": "2026-05-04T09:05:21.824215+00:00", "ended_at": "2026-05-04T09:05:33.802312+00:00", "prompt_metrics": {"chars": 7781, "bytes_utf8": 7781, "lines": 240, "estimated_tokens": 2218}, "response_metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22309, "cached_input_tokens": 20864, "output_tokens": 175}, "stderr_preview": "2026-05-04T09:05:22.001709Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:05:24.545531Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=quality, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e22ac83ede7344aff8b0e7e57cd0f538f16e691c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df236-c094-7591-8d59-07b460517e71"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col=\\\"quality\\\" and condition_col=\\\"quality\\\". Since the grouping column and condition column are the same, the result is a within-group indicator rate: the group where quality='5' will have rate 1.0 and all other quality groups will have rate 0.0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22350,"cached_input_tokens":21888,"output_tokens":149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..963f8f8ab6bc7476b30e28ec8550bdec5b15abbf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"quality\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col=\"quality\" and condition_col=\"quality\". Since the grouping column and condition column are the same, the result is a within-group indicator rate: the group where quality='5' will have rate 1.0 and all other quality groups will have rate 0.0."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a63c24993435c79bbafcd55c04c4909eea629933 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:59:27.832560Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:59:30.410738Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:59:39.921759Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c87d4ea6aedb1298b08085adb5668d6586ad4f3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=quality, condition_col=quality. +Result preview: [{"quality": "5", "condition_rate": 1.0}, {"quality": "9", "condition_rate": 0.0}, {"quality": "8", "condition_rate": 0.0}, {"quality": "7", "condition_rate": 0.0}, {"quality": "6", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..80cb86650f95bb66a0b8d390810ef1d675807e35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_1b15448a089d0c9e +-- problem_id: v2p_n3_03e3a04562ea25e6 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "quality" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a8e24f50ec13e333e1b9e819e2f145cacbc13d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"quality\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"quality\", \"condition_rate\"], \"rows\": [{\"quality\": \"5\", \"condition_rate\": 1.0}, {\"quality\": \"9\", \"condition_rate\": 0.0}, {\"quality\": \"8\", \"condition_rate\": 0.0}, {\"quality\": \"7\", \"condition_rate\": 0.0}, {\"quality\": \"6\", \"condition_rate\": 0.0}, {\"quality\": \"4\", \"condition_rate\": 0.0}, {\"quality\": \"3\", \"condition_rate\": 0.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.3}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c093756086fc1fde56bce0e8aa7698ba5437ed97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:59:27.634431+00:00", + "ended_at": "2026-05-04T08:59:40.830802+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_1b15448a089d0c9e", + "problem_id": "v2p_n3_03e3a04562ea25e6", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=quality, condition_col=quality.", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_1b15448a089d0c9e.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1b15448a089d0c9e", + "api_calls": 0, + "input_tokens": 22350, + "cached_input_tokens": 21888, + "output_tokens": 149, + "total_tokens": 22499, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2259, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2392, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13164.05, + "sql_execution_elapsed_ms_total": 3.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_1b15448a089d0c9e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ba7dba97298f8d549905ea6a3333295adf368b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b15448a089d0c9e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:59:40.818851+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13164.05, "started_at": "2026-05-04T08:59:27.637555+00:00", "ended_at": "2026-05-04T08:59:40.801624+00:00", "prompt_metrics": {"chars": 7907, "bytes_utf8": 7907, "lines": 243, "estimated_tokens": 2259}, "response_metrics": {"chars": 537, "bytes_utf8": 537, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22350, "cached_input_tokens": 21888, "output_tokens": 149}, "stderr_preview": "2026-05-04T08:59:27.832560Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:59:30.410738Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=residual sugar.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "residual sugar", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..72bdbd5f172ad0f864801203df3dc4aa780ce862 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df253-bc6c-73d3-997e-96fd13efc30a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"residual sugar\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"residual sugar\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n3\\\"\\n)\\nSELECT \\\"residual sugar\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"residual sugar\\\" AS REAL) DESC;\",\"notes\":\"Used the required Quantile Tail Slice template with measure_col bound to \\\"residual sugar\\\" and cast the TEXT column to REAL for correct numeric bucketing and ordering in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22346,"cached_input_tokens":20864,"output_tokens":209}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a733f6bca08dd3156524acf7738843d4b96910a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"residual sugar\",\n NTILE(10) OVER (ORDER BY CAST(\"residual sugar\" AS REAL) DESC) AS tail_bucket\n FROM \"n3\"\n)\nSELECT \"residual sugar\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"residual sugar\" AS REAL) DESC;","notes":"Used the required Quantile Tail Slice template with measure_col bound to \"residual sugar\" and cast the TEXT column to REAL for correct numeric bucketing and ordering in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a2fc20a5eb6e5c933a50174957752237f3d4b3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:31:07.326780Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:31:09.703345Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:31:18.375021Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5148b00cfce1a3de0c1f98c90e5071499aaa1d6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=residual sugar. +Result preview: [{"residual sugar": "65.8"}, {"residual sugar": "31.6"}, {"residual sugar": "31.6"}, {"residual sugar": "26.05"}, {"residual sugar": "26.05"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f86eab4702d212560af8e0801d3a5033c7a58343 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n3_1b3442475988448e +-- problem_id: v2p_n3_b385c96c75d453d6 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "residual sugar", + NTILE(10) OVER (ORDER BY CAST("residual sugar" AS REAL) DESC) AS tail_bucket + FROM "n3" +) +SELECT "residual sugar" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("residual sugar" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af3b541242bce56b52128d69cdba74de13ff96ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"residual sugar\",\n NTILE(10) OVER (ORDER BY CAST(\"residual sugar\" AS REAL) DESC) AS tail_bucket\n FROM \"n3\"\n)\nSELECT \"residual sugar\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"residual sugar\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"residual sugar\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"residual sugar\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n3\\\"\\n)\\nSELECT \\\"residual sugar\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"residual sugar\\\" AS REAL) DESC;\", \"columns\": [\"residual sugar\"], \"rows\": [{\"residual sugar\": \"65.8\"}, {\"residual sugar\": \"31.6\"}, {\"residual sugar\": \"31.6\"}, {\"residual sugar\": \"26.05\"}, {\"residual sugar\": \"26.05\"}, {\"residual sugar\": \"23.5\"}, {\"residual sugar\": \"22.6\"}, {\"residual sugar\": \"22\"}, {\"residual sugar\": \"22\"}, {\"residual sugar\": \"20.8\"}, {\"residual sugar\": \"20.8\"}, {\"residual sugar\": \"20.7\"}, {\"residual sugar\": \"20.7\"}, {\"residual sugar\": \"20.4\"}, {\"residual sugar\": \"20.3\"}, {\"residual sugar\": \"20.2\"}, {\"residual sugar\": \"20.2\"}, {\"residual sugar\": \"20.15\"}, {\"residual sugar\": \"19.95\"}, {\"residual sugar\": \"19.95\"}, {\"residual sugar\": \"19.95\"}, {\"residual sugar\": \"19.9\"}, {\"residual sugar\": \"19.8\"}, {\"residual sugar\": \"19.8\"}, {\"residual sugar\": \"19.8\"}, {\"residual sugar\": \"19.8\"}, {\"residual sugar\": \"19.6\"}, {\"residual sugar\": \"19.5\"}, {\"residual sugar\": \"19.5\"}, {\"residual sugar\": \"19.45\"}, {\"residual sugar\": \"19.45\"}, {\"residual sugar\": \"19.45\"}, {\"residual sugar\": \"19.4\"}, {\"residual sugar\": \"19.4\"}, {\"residual sugar\": \"19.35\"}, {\"residual sugar\": \"19.3\"}, {\"residual sugar\": \"19.3\"}, {\"residual sugar\": \"19.3\"}, {\"residual sugar\": \"19.3\"}, {\"residual sugar\": \"19.25\"}, {\"residual sugar\": \"19.25\"}, {\"residual sugar\": \"19.25\"}, {\"residual sugar\": \"19.1\"}, {\"residual sugar\": \"18.95\"}, {\"residual sugar\": \"18.95\"}, {\"residual sugar\": \"18.95\"}, {\"residual sugar\": \"18.9\"}, {\"residual sugar\": \"18.8\"}, {\"residual sugar\": \"18.8\"}, {\"residual sugar\": \"18.8\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.01}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7c20b78dae1d9b48d322643ef968df0cf3182a3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:31:07.087821+00:00", + "ended_at": "2026-05-04T09:31:19.410652+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_1b3442475988448e", + "problem_id": "v2p_n3_b385c96c75d453d6", + "dataset_id": "n3", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=residual sugar.", + "bindings": { + "measure_col": "residual sugar", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_1b3442475988448e.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1b3442475988448e", + "api_calls": 0, + "input_tokens": 22346, + "cached_input_tokens": 20864, + "output_tokens": 209, + "total_tokens": 22555, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2255, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2386, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12270.35, + "sql_execution_elapsed_ms_total": 14.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_1b3442475988448e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50d63ec5c23fc12408f1541c6cd427b5538a4990 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b3442475988448e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:31:19.387105+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12270.35, "started_at": "2026-05-04T09:31:07.091980+00:00", "ended_at": "2026-05-04T09:31:19.360792+00:00", "prompt_metrics": {"chars": 7849, "bytes_utf8": 7849, "lines": 238, "estimated_tokens": 2255}, "response_metrics": {"chars": 516, "bytes_utf8": 516, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22346, "cached_input_tokens": 20864, "output_tokens": 209}, "stderr_preview": "2026-05-04T09:31:07.326780Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:31:09.703345Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=volatile acidity.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "volatile acidity", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..22f53eff5fb81357ca62c617f3cd302f4b797f35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df249-9fc3-7891-be3e-531b390ae9fd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"volatile acidity\\\" AS REAL)) AS \\\"avg_measure\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL);\",\"notes\":\"Used the planned Support-Guarded Group Average template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"volatile acidity\\\". Cast the measure from TEXT to REAL for SQLite numeric averaging; ordered groups numerically by fixed acidity.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22333,"cached_input_tokens":21888,"output_tokens":329}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f757e7c5d9f49701ef2a08e6aaa6069109ce258 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"fixed acidity\", AVG(CAST(\"volatile acidity\" AS REAL)) AS \"avg_measure\", COUNT(*) AS \"support\"\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"fixed acidity\" AS REAL);","notes":"Used the planned Support-Guarded Group Average template with group_col=\"fixed acidity\" and measure_col=\"volatile acidity\". Cast the measure from TEXT to REAL for SQLite numeric averaging; ordered groups numerically by fixed acidity."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b1f24edeaa39a396d07d5b82381101deaf60556 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:20:04.624971Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:20:06.932936Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:20:19.737358Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..729eec0ae839275f59b3e53ae0348cd5389f8c66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=volatile acidity. +Result preview: [{"fixed acidity": "4.8", "avg_measure": 0.28944444444444445, "support": 9}, {"fixed acidity": "4.9", "avg_measure": 0.34214285714285714, "support": 7}, {"fixed acidity": "5", "avg_measure": 0.320625, "support": 24}, {"fixed acidity": "5.1", "avg_measure": 0.2965217391304348, "support": 23}, {"fixed acidity": "5.2", "avg_measure": 0.30160714285714285, "support": 28}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d697537493b3ade17b4c0db5959f73b67e91b84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_1b7c8528336bd3e7 +-- problem_id: v2p_n3_bb979383de7be297 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("volatile acidity" AS REAL)) AS "avg_measure", COUNT(*) AS "support" +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY CAST("fixed acidity" AS REAL); diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f65754a1bc47c9d4179ac041ccc4f571805747f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"fixed acidity\", AVG(CAST(\"volatile acidity\" AS REAL)) AS \"avg_measure\", COUNT(*) AS \"support\"\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"fixed acidity\" AS REAL);", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"volatile acidity\\\" AS REAL)) AS \\\"avg_measure\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL);\", \"columns\": [\"fixed acidity\", \"avg_measure\", \"support\"], \"rows\": [{\"fixed acidity\": \"4.8\", \"avg_measure\": 0.28944444444444445, \"support\": 9}, {\"fixed acidity\": \"4.9\", \"avg_measure\": 0.34214285714285714, \"support\": 7}, {\"fixed acidity\": \"5\", \"avg_measure\": 0.320625, \"support\": 24}, {\"fixed acidity\": \"5.1\", \"avg_measure\": 0.2965217391304348, \"support\": 23}, {\"fixed acidity\": \"5.2\", \"avg_measure\": 0.30160714285714285, \"support\": 28}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 0.34555555555555556, \"support\": 27}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 0.33232142857142855, \"support\": 28}, {\"fixed acidity\": \"5.5\", \"avg_measure\": 0.25806451612903225, \"support\": 31}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 0.2600704225352113, \"support\": 71}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 0.2635795454545455, \"support\": 88}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 0.28173553719008265, \"support\": 121}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 0.28936893203883496, \"support\": 103}, {\"fixed acidity\": \"6\", \"avg_measure\": 0.2769021739130435, \"support\": 184}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 0.2908709677419355, \"support\": 155}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 0.284921875, \"support\": 192}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 0.27867021276595744, \"support\": 188}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 0.27275, \"support\": 280}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 0.27566666666666667, \"support\": 225}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 0.28722413793103446, \"support\": 290}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 0.2829872881355932, \"support\": 236}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 0.2689285714285714, \"support\": 308}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 0.2856224066390041, \"support\": 241}, {\"fixed acidity\": \"7\", \"avg_measure\": 0.2592241379310345, \"support\": 232}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 0.27855, \"support\": 200}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 0.272621359223301, \"support\": 206}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 0.2627528089887641, \"support\": 178}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 0.254819587628866, \"support\": 194}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 0.27166666666666667, \"support\": 123}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 0.28500000000000003, \"support\": 153}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 0.2993010752688172, \"support\": 93}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 0.28193548387096773, \"support\": 93}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 0.2696621621621622, \"support\": 74}, {\"fixed acidity\": \"8\", \"avg_measure\": 0.29775, \"support\": 80}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 0.27321428571428574, \"support\": 56}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 0.29598214285714286, \"support\": 56}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 0.2526923076923077, \"support\": 52}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 0.27685714285714286, \"support\": 35}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 0.2253125, \"support\": 32}, {\"fixed acidity\": \"8.6\", \"avg_measure\": 0.2806, \"support\": 25}, {\"fixed acidity\": \"8.7\", \"avg_measure\": 0.29, \"support\": 15}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 0.28, \"support\": 18}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 0.26875, \"support\": 16}, {\"fixed acidity\": \"9\", \"avg_measure\": 0.30500000000000005, \"support\": 17}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 0.33666666666666667, \"support\": 6}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 0.2723809523809524, \"support\": 21}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 0.25363636363636366, \"support\": 11}, {\"fixed acidity\": \"9.8\", \"avg_measure\": 0.40375, \"support\": 8}], \"row_count_returned\": 47, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.05}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..caa716fca78af4cbb385b42c77c5a2743aa9aa89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:20:04.390017+00:00", + "ended_at": "2026-05-04T09:20:20.960380+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_1b7c8528336bd3e7", + "problem_id": "v2p_n3_bb979383de7be297", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=volatile acidity.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "volatile acidity", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_1b7c8528336bd3e7.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1b7c8528336bd3e7", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 21888, + "output_tokens": 329, + "total_tokens": 22662, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2244, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2367, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16534.12, + "sql_execution_elapsed_ms_total": 4.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_1b7c8528336bd3e7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8965c2e3cb228d2f054ec6b05d0517549ef47540 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:20:20.948036+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16534.12, "started_at": "2026-05-04T09:20:04.394571+00:00", "ended_at": "2026-05-04T09:20:20.928416+00:00", "prompt_metrics": {"chars": 7840, "bytes_utf8": 7840, "lines": 240, "estimated_tokens": 2244}, "response_metrics": {"chars": 521, "bytes_utf8": 521, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22333, "cached_input_tokens": 21888, "output_tokens": 329}, "stderr_preview": "2026-05-04T09:20:04.624971Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:20:06.932936Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL);\",\"notes\":\"Used the planned Support-Guarded Group Average template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"volatile acidity\\\". Cast the measure from TEXT to REAL for SQLite numeric averaging; ordered groups numerically by fixed acidity.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..99e9e32d881b895372ef471c36828da18a884822 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1b7c8528336bd3e7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1b7c8528336bd3e7", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 21888, + "output_tokens": 329, + "total_tokens": 22662, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2244, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2367, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16534.12, + "sql_execution_elapsed_ms_total": 4.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_1b7c8528336bd3e7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a1147a3966a71b474d81563bb7ee70213df7d47 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7934, "bytes_utf8": 7934, "lines": 238, "estimated_tokens": 2286}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 856, "bytes_utf8": 856, "lines": 1, "estimated_tokens": 247}, "usage": {"input_tokens": 22377, "cached_input_tokens": 20864, "output_tokens": 321}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..941809781542e26989b8bea0b53bf4097e92b622 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1cc01d70f6b24f0b", + "api_calls": 0, + "input_tokens": 22377, + "cached_input_tokens": 20864, + "output_tokens": 321, + "total_tokens": 22698, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 247, + "estimated_total_tokens": 2533, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17016.78, + "sql_execution_elapsed_ms_total": 6.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_1cc01d70f6b24f0b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..56f57485ea249f6105f2e1ab1c6a0bd0e2e5a273 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:35:28.108508+00:00", + "ended_at": "2026-05-04T09:35:45.124985+00:00", + "elapsed_ms": 17016.78, + "prompt_metrics": { + "chars": 7934, + "bytes_utf8": 7934, + "lines": 238, + "estimated_tokens": 2286 + }, + "stdout_metrics": { + "chars": 1216, + "bytes_utf8": 1216, + "lines": 4, + "estimated_tokens": 375 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13191 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 856, + "bytes_utf8": 856, + "lines": 1, + "estimated_tokens": 247 + }, + "usage": { + "input_tokens": 22377, + "cached_input_tokens": 20864, + "output_tokens": 321 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6475fc8052faac52e16d7b90050f9a9af06d4f78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=volatile acidity.", + "planned_template_id": "tpl_m4_global_zscore_outliers", + "bindings": { + "measure_col": "volatile acidity", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c5828180644959c39220498eec6b70e157d9041 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df257-b7ff-7241-9ad3-61fb09170884"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_global_zscore_outliers\\nWITH stats AS (\\n SELECT\\n AVG(CAST(\\\"volatile acidity\\\" AS REAL)) AS mean_val,\\n SQRT(\\n AVG(CAST(\\\"volatile acidity\\\" AS REAL) * CAST(\\\"volatile acidity\\\" AS REAL))\\n - AVG(CAST(\\\"volatile acidity\\\" AS REAL)) * AVG(CAST(\\\"volatile acidity\\\" AS REAL))\\n ) AS stddev_val\\n FROM \\\"n3\\\"\\n),\\nscored AS (\\n SELECT\\n \\\"n3\\\".*,\\n (CAST(\\\"volatile acidity\\\" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score\\n FROM \\\"n3\\\"\\n CROSS JOIN stats\\n)\\nSELECT *\\nFROM scored\\nWHERE ABS(z_score) > 2.0\\nORDER BY CAST(\\\"volatile acidity\\\" AS REAL) DESC;\",\"notes\":\"Repaired the template for SQLite by replacing unsupported STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)) and casting the TEXT measure column \\\"volatile acidity\\\" to REAL for numeric computation and ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22377,"cached_input_tokens":20864,"output_tokens":321}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f5619602544666737b5e6a727a5546b81909262 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_global_zscore_outliers\nWITH stats AS (\n SELECT\n AVG(CAST(\"volatile acidity\" AS REAL)) AS mean_val,\n SQRT(\n AVG(CAST(\"volatile acidity\" AS REAL) * CAST(\"volatile acidity\" AS REAL))\n - AVG(CAST(\"volatile acidity\" AS REAL)) * AVG(CAST(\"volatile acidity\" AS REAL))\n ) AS stddev_val\n FROM \"n3\"\n),\nscored AS (\n SELECT\n \"n3\".*,\n (CAST(\"volatile acidity\" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score\n FROM \"n3\"\n CROSS JOIN stats\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > 2.0\nORDER BY CAST(\"volatile acidity\" AS REAL) DESC;","notes":"Repaired the template for SQLite by replacing unsupported STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)) and casting the TEXT measure column \"volatile acidity\" to REAL for numeric computation and ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a77732d5e8912be27dec9cd5def7fd457c6995be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:35:28.327454Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:35:30.655439Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:35:44.249892Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..58c8fe288d54c060343936805a6421a600186980 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=volatile acidity. +Result preview: [{"fixed acidity": "6.1", "volatile acidity": "1.1", "citric acid": "0.16", "residual sugar": "4.4", "chlorides": "0.033", "free sulfur dioxide": "8", "total sulfur dioxide": "109", "density": "0.99058", "pH": "3.35", "sulphates": "0.47", "alcohol": "12.4", "quality": "4", "z_score": 8.153643168733904}, {"fixed acidity": "9.9", "volatile acidity": "1.005", "citric acid": "0.46", "residual sugar": "1.4", "chlorides": "0.046", "free sulfur dioxide": "34", "total sulfur dioxide": "185", "density": "0.9966", "pH": "3.02", "sulphates": "0.49", "alcohol": "10.2", "quality": "4", "z_score": 7.211035648726058}, {"fixed acidity": "7.8", "volatile acidity": "0.965", "citric acid": "0.6", "residual sugar": "65.8", "chlorides": "0.074", "free sulfur dioxide": "8", "total sulfur dioxide": "160", "density": "1.03898", "pH": "3.39", "sulphates": "0.69", "alcohol": "11.7", "quality": "6", "z_score": 6.81414827188065}, {"fixed acidity": "9.8", "volatile acidity": "0.93", "citric acid": "0.45", "residual sugar": "8.6", "chlorides": "0.052", "free sulfur dioxide": "34", "total sulfur dioxide": "187", "density": "0.9994", "pH": "3.12", "sulphates": "0.59", "alcohol": "10.2", "quality": "4", "z_score": 6.466871817140919}, {"fixed acidity": "10", "volatile acidity": "0.91", "citric acid": "0.42", "residual sugar": "1.6", "chlorides": "0.056", "free sulfur dioxide": "34", "total sulfur dioxide": "181", "density": "0.9968", "pH": "3.11", "sulphates": "0.46", "alcohol": "10", "quality": "4", "z_score": 6.268428128718215}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f363fd322117b59d6f08d2caa3d10ff73d87cdca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/generated_sql.sql @@ -0,0 +1,33 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n3_1cc01d70f6b24f0b +-- problem_id: v2p_n3_b5dd67f6fa716a5c +-- realization_mode: agent +-- source_kind: agent +WITH stats AS ( + SELECT + AVG(CAST("volatile acidity" AS REAL)) AS mean_val, + SQRT( + AVG(CAST("volatile acidity" AS REAL) * CAST("volatile acidity" AS REAL)) + - AVG(CAST("volatile acidity" AS REAL)) * AVG(CAST("volatile acidity" AS REAL)) + ) AS stddev_val + FROM "n3" +), +scored AS ( + SELECT + "n3".*, + (CAST("volatile acidity" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score + FROM "n3" + CROSS JOIN stats +) +SELECT * +FROM scored +WHERE ABS(z_score) > 2.0 +ORDER BY CAST("volatile acidity" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..709123cefe925f38d2766fc3ebe93d9b2b7ad984 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_global_zscore_outliers\nWITH stats AS (\n SELECT\n AVG(CAST(\"volatile acidity\" AS REAL)) AS mean_val,\n SQRT(\n AVG(CAST(\"volatile acidity\" AS REAL) * CAST(\"volatile acidity\" AS REAL))\n - AVG(CAST(\"volatile acidity\" AS REAL)) * AVG(CAST(\"volatile acidity\" AS REAL))\n ) AS stddev_val\n FROM \"n3\"\n),\nscored AS (\n SELECT\n \"n3\".*,\n (CAST(\"volatile acidity\" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score\n FROM \"n3\"\n CROSS JOIN stats\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > 2.0\nORDER BY CAST(\"volatile acidity\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_global_zscore_outliers\\nWITH stats AS (\\n SELECT\\n AVG(CAST(\\\"volatile acidity\\\" AS REAL)) AS mean_val,\\n SQRT(\\n AVG(CAST(\\\"volatile acidity\\\" AS REAL) * CAST(\\\"volatile acidity\\\" AS REAL))\\n - AVG(CAST(\\\"volatile acidity\\\" AS REAL)) * AVG(CAST(\\\"volatile acidity\\\" AS REAL))\\n ) AS stddev_val\\n FROM \\\"n3\\\"\\n),\\nscored AS (\\n SELECT\\n \\\"n3\\\".*,\\n (CAST(\\\"volatile acidity\\\" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score\\n FROM \\\"n3\\\"\\n CROSS JOIN stats\\n)\\nSELECT *\\nFROM scored\\nWHERE ABS(z_score) > 2.0\\nORDER BY CAST(\\\"volatile acidity\\\" AS REAL) DESC;\", \"columns\": [\"fixed acidity\", \"volatile acidity\", \"citric acid\", \"residual sugar\", \"chlorides\", \"free sulfur dioxide\", \"total sulfur dioxide\", \"density\", \"pH\", \"sulphates\", \"alcohol\", \"quality\", \"z_score\"], \"rows\": [{\"fixed acidity\": \"6.1\", \"volatile acidity\": \"1.1\", \"citric acid\": \"0.16\", \"residual sugar\": \"4.4\", \"chlorides\": \"0.033\", \"free sulfur dioxide\": \"8\", \"total sulfur dioxide\": \"109\", \"density\": \"0.99058\", \"pH\": \"3.35\", \"sulphates\": \"0.47\", \"alcohol\": \"12.4\", \"quality\": \"4\", \"z_score\": 8.153643168733904}, {\"fixed acidity\": \"9.9\", \"volatile acidity\": \"1.005\", \"citric acid\": \"0.46\", \"residual sugar\": \"1.4\", \"chlorides\": \"0.046\", \"free sulfur dioxide\": \"34\", \"total sulfur dioxide\": \"185\", \"density\": \"0.9966\", \"pH\": \"3.02\", \"sulphates\": \"0.49\", \"alcohol\": \"10.2\", \"quality\": \"4\", \"z_score\": 7.211035648726058}, {\"fixed acidity\": \"7.8\", \"volatile acidity\": \"0.965\", \"citric acid\": \"0.6\", \"residual sugar\": \"65.8\", \"chlorides\": \"0.074\", \"free sulfur dioxide\": \"8\", \"total sulfur dioxide\": \"160\", \"density\": \"1.03898\", \"pH\": \"3.39\", \"sulphates\": \"0.69\", \"alcohol\": \"11.7\", \"quality\": \"6\", \"z_score\": 6.81414827188065}, {\"fixed acidity\": \"9.8\", \"volatile acidity\": \"0.93\", \"citric acid\": \"0.45\", \"residual sugar\": \"8.6\", \"chlorides\": \"0.052\", \"free sulfur dioxide\": \"34\", \"total sulfur dioxide\": \"187\", \"density\": \"0.9994\", \"pH\": \"3.12\", \"sulphates\": \"0.59\", \"alcohol\": \"10.2\", \"quality\": \"4\", \"z_score\": 6.466871817140919}, {\"fixed acidity\": \"10\", \"volatile acidity\": \"0.91\", \"citric acid\": \"0.42\", \"residual sugar\": \"1.6\", \"chlorides\": \"0.056\", \"free sulfur dioxide\": \"34\", \"total sulfur dioxide\": \"181\", \"density\": \"0.9968\", \"pH\": \"3.11\", \"sulphates\": \"0.46\", \"alcohol\": \"10\", \"quality\": \"4\", \"z_score\": 6.268428128718215}, {\"fixed acidity\": \"6.6\", \"volatile acidity\": \"0.905\", \"citric acid\": \"0.19\", \"residual sugar\": \"0.8\", \"chlorides\": \"0.048\", \"free sulfur dioxide\": \"17\", \"total sulfur dioxide\": \"204\", \"density\": \"0.9934\", \"pH\": \"3.34\", \"sulphates\": \"0.56\", \"alcohol\": \"10\", \"quality\": \"5\", \"z_score\": 6.218817206612538}, {\"fixed acidity\": \"7.1\", \"volatile acidity\": \"0.85\", \"citric acid\": \"0.49\", \"residual sugar\": \"8.7\", \"chlorides\": \"0.028\", \"free sulfur dioxide\": \"40\", \"total sulfur dioxide\": \"184\", \"density\": \"0.9962\", \"pH\": \"3.22\", \"sulphates\": \"0.36\", \"alcohol\": \"10.7\", \"quality\": \"5\", \"z_score\": 5.673097063450102}, {\"fixed acidity\": \"7.3\", \"volatile acidity\": \"0.815\", \"citric acid\": \"0.09\", \"residual sugar\": \"11.4\", \"chlorides\": \"0.044\", \"free sulfur dioxide\": \"45\", \"total sulfur dioxide\": \"204\", \"density\": \"0.99713\", \"pH\": \"3.15\", \"sulphates\": \"0.46\", \"alcohol\": \"9\", \"quality\": \"5\", \"z_score\": 5.325820608710369}, {\"fixed acidity\": \"4.7\", \"volatile acidity\": \"0.785\", \"citric acid\": \"0\", \"residual sugar\": \"3.4\", \"chlorides\": \"0.036\", \"free sulfur dioxide\": \"23\", \"total sulfur dioxide\": \"134\", \"density\": \"0.98981\", \"pH\": \"3.53\", \"sulphates\": \"0.92\", \"alcohol\": \"13.8\", \"quality\": \"6\", \"z_score\": 5.028155076076314}, {\"fixed acidity\": \"6.6\", \"volatile acidity\": \"0.78\", \"citric acid\": \"0.5\", \"residual sugar\": \"1.5\", \"chlorides\": \"0.045\", \"free sulfur dioxide\": \"30\", \"total sulfur dioxide\": \"133\", \"density\": \"0.99104\", \"pH\": \"3.25\", \"sulphates\": \"0.48\", \"alcohol\": \"11.7\", \"quality\": \"5\", \"z_score\": 4.978544153970638}, {\"fixed acidity\": \"5.3\", \"volatile acidity\": \"0.76\", \"citric acid\": \"0.03\", \"residual sugar\": \"2.7\", \"chlorides\": \"0.043\", \"free sulfur dioxide\": \"27\", \"total sulfur dioxide\": \"93\", \"density\": \"0.9932\", \"pH\": \"3.34\", \"sulphates\": \"0.38\", \"alcohol\": \"9.2\", \"quality\": \"5\", \"z_score\": 4.780100465547934}, {\"fixed acidity\": \"6.2\", \"volatile acidity\": \"0.76\", \"citric acid\": \"0.01\", \"residual sugar\": \"3.2\", \"chlorides\": \"0.041\", \"free sulfur dioxide\": \"18\", \"total sulfur dioxide\": \"120\", \"density\": \"0.99026\", \"pH\": \"3.2\", \"sulphates\": \"0.94\", \"alcohol\": \"13.7\", \"quality\": \"7\", \"z_score\": 4.780100465547934}, {\"fixed acidity\": \"6.9\", \"volatile acidity\": \"0.75\", \"citric acid\": \"0.13\", \"residual sugar\": \"6.3\", \"chlorides\": \"0.036\", \"free sulfur dioxide\": \"19\", \"total sulfur dioxide\": \"50\", \"density\": \"0.99312\", \"pH\": \"3.09\", \"sulphates\": \"0.25\", \"alcohol\": \"11.1\", \"quality\": \"4\", \"z_score\": 4.680878621336582}, {\"fixed acidity\": \"8\", \"volatile acidity\": \"0.74\", \"citric 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\"quality\": \"5\", \"z_score\": 4.135158478174145}, {\"fixed acidity\": \"5.7\", \"volatile acidity\": \"0.695\", \"citric acid\": \"0.06\", \"residual sugar\": \"6.8\", \"chlorides\": \"0.042\", \"free sulfur dioxide\": \"9\", \"total sulfur dioxide\": \"84\", \"density\": \"0.99432\", \"pH\": \"3.44\", \"sulphates\": \"0.44\", \"alcohol\": \"10.2\", \"quality\": \"5\", \"z_score\": 4.135158478174145}, {\"fixed acidity\": \"5.6\", \"volatile acidity\": \"0.695\", \"citric acid\": \"0.06\", \"residual sugar\": \"6.8\", \"chlorides\": \"0.042\", \"free sulfur dioxide\": \"9\", \"total sulfur dioxide\": \"84\", \"density\": \"0.99432\", \"pH\": \"3.44\", \"sulphates\": \"0.44\", \"alcohol\": \"10.2\", \"quality\": \"5\", \"z_score\": 4.135158478174145}, {\"fixed acidity\": \"6.4\", \"volatile acidity\": \"0.69\", \"citric acid\": \"0.09\", \"residual sugar\": \"7.6\", \"chlorides\": \"0.044\", \"free sulfur dioxide\": \"34\", \"total sulfur dioxide\": \"144\", \"density\": \"0.9948\", \"pH\": \"3.26\", \"sulphates\": \"0.38\", \"alcohol\": \"10.1\", \"quality\": \"6\", \"z_score\": 4.0855475560684695}, {\"fixed acidity\": \"6.4\", \"volatile acidity\": \"0.69\", \"citric acid\": \"0.09\", \"residual sugar\": \"7.6\", \"chlorides\": \"0.044\", \"free sulfur dioxide\": \"34\", \"total sulfur dioxide\": \"144\", \"density\": \"0.9948\", \"pH\": \"3.26\", \"sulphates\": \"0.38\", \"alcohol\": \"10.1\", \"quality\": \"6\", \"z_score\": 4.0855475560684695}, {\"fixed acidity\": \"7.2\", \"volatile acidity\": \"0.685\", \"citric acid\": \"0.21\", \"residual sugar\": \"9.5\", \"chlorides\": \"0.07\", \"free sulfur dioxide\": \"33\", \"total sulfur dioxide\": \"172\", \"density\": \"0.9971\", \"pH\": \"3\", \"sulphates\": \"0.55\", \"alcohol\": \"9.1\", \"quality\": \"6\", \"z_score\": 4.035936633962795}, {\"fixed acidity\": \"8.2\", \"volatile acidity\": \"0.68\", \"citric acid\": \"0.3\", \"residual sugar\": \"2.1\", \"chlorides\": \"0.047\", \"free sulfur dioxide\": \"17\", \"total sulfur dioxide\": \"138\", \"density\": \"0.995\", \"pH\": \"3.22\", \"sulphates\": \"0.71\", \"alcohol\": \"10.8\", \"quality\": \"4\", \"z_score\": 3.9863257118571185}, {\"fixed acidity\": \"6.4\", \"volatile acidity\": \"0.68\", \"citric acid\": \"0.26\", \"residual sugar\": \"3.4\", \"chlorides\": \"0.069\", \"free sulfur dioxide\": \"25\", \"total sulfur dioxide\": \"146\", \"density\": \"0.99347\", \"pH\": \"3.18\", \"sulphates\": \"0.4\", \"alcohol\": \"9.3\", \"quality\": \"5\", \"z_score\": 3.9863257118571185}, {\"fixed acidity\": \"6.1\", \"volatile acidity\": \"0.68\", \"citric acid\": \"0.52\", \"residual sugar\": \"1.4\", \"chlorides\": \"0.037\", \"free sulfur dioxide\": \"32\", \"total sulfur dioxide\": \"123\", \"density\": \"0.99022\", \"pH\": \"3.24\", \"sulphates\": \"0.45\", \"alcohol\": \"12\", \"quality\": \"6\", \"z_score\": 3.9863257118571185}, {\"fixed acidity\": \"7.6\", \"volatile acidity\": \"0.67\", \"citric acid\": \"0.14\", \"residual sugar\": \"1.5\", \"chlorides\": \"0.074\", \"free sulfur dioxide\": \"25\", \"total sulfur dioxide\": \"168\", \"density\": \"0.9937\", \"pH\": \"3.05\", \"sulphates\": \"0.51\", \"alcohol\": \"9.3\", \"quality\": \"5\", \"z_score\": 3.8871038676457665}, {\"fixed acidity\": \"6\", \"volatile acidity\": \"0.67\", \"citric acid\": \"0.07\", \"residual sugar\": \"1.2\", \"chlorides\": \"0.06\", \"free sulfur dioxide\": \"9\", \"total sulfur dioxide\": \"108\", \"density\": \"0.9931\", \"pH\": \"3.11\", \"sulphates\": \"0.35\", \"alcohol\": \"8.7\", \"quality\": \"4\", \"z_score\": 3.8871038676457665}, {\"fixed acidity\": \"6.8\", \"volatile acidity\": \"0.67\", \"citric acid\": \"0.3\", \"residual sugar\": \"13\", \"chlorides\": \"0.29\", \"free sulfur dioxide\": \"22\", \"total sulfur dioxide\": \"193\", \"density\": \"0.9984\", \"pH\": \"3.08\", \"sulphates\": \"0.67\", \"alcohol\": \"9\", \"quality\": \"4\", \"z_score\": 3.8871038676457665}, {\"fixed acidity\": \"6.3\", \"volatile acidity\": \"0.67\", \"citric acid\": \"0.48\", \"residual sugar\": \"12.6\", \"chlorides\": \"0.052\", \"free sulfur dioxide\": \"57\", \"total sulfur dioxide\": \"222\", \"density\": \"0.9979\", \"pH\": \"3.17\", \"sulphates\": \"0.52\", \"alcohol\": \"9.3\", \"quality\": \"6\", \"z_score\": 3.8871038676457665}, {\"fixed acidity\": \"4.7\", \"volatile acidity\": \"0.67\", \"citric acid\": \"0.09\", \"residual sugar\": \"1\", \"chlorides\": \"0.02\", \"free sulfur dioxide\": \"5\", \"total sulfur dioxide\": \"9\", \"density\": \"0.98722\", \"pH\": \"3.3\", \"sulphates\": \"0.34\", \"alcohol\": \"13.6\", \"quality\": \"5\", \"z_score\": 3.8871038676457665}, {\"fixed acidity\": \"6.2\", \"volatile acidity\": \"0.66\", \"citric acid\": \"0.48\", \"residual sugar\": \"1.2\", \"chlorides\": \"0.029\", \"free sulfur dioxide\": \"29\", \"total sulfur dioxide\": \"75\", \"density\": \"0.9892\", \"pH\": \"3.33\", \"sulphates\": \"0.39\", \"alcohol\": \"12.8\", \"quality\": \"8\", \"z_score\": 3.787882023434414}, {\"fixed acidity\": \"6.2\", \"volatile acidity\": \"0.66\", \"citric acid\": \"0.48\", \"residual sugar\": \"1.2\", \"chlorides\": \"0.029\", \"free sulfur dioxide\": \"29\", \"total sulfur dioxide\": \"75\", \"density\": \"0.9892\", \"pH\": \"3.33\", \"sulphates\": \"0.39\", \"alcohol\": \"12.8\", \"quality\": \"8\", \"z_score\": 3.787882023434414}, {\"fixed acidity\": \"8\", \"volatile acidity\": \"0.66\", \"citric acid\": \"0.72\", \"residual sugar\": \"17.55\", \"chlorides\": \"0.042\", \"free sulfur dioxide\": \"62\", \"total sulfur dioxide\": \"233\", \"density\": \"0.9999\", \"pH\": \"2.92\", \"sulphates\": \"0.68\", \"alcohol\": \"9.4\", \"quality\": \"4\", \"z_score\": 3.787882023434414}, {\"fixed acidity\": \"6.7\", \"volatile acidity\": \"0.66\", \"citric acid\": \"0\", \"residual sugar\": \"13\", \"chlorides\": \"0.033\", \"free sulfur dioxide\": \"32\", \"total sulfur dioxide\": \"75\", \"density\": \"0.99551\", \"pH\": \"3.15\", \"sulphates\": \"0.5\", \"alcohol\": \"10.7\", \"quality\": \"6\", \"z_score\": 3.787882023434414}, {\"fixed acidity\": \"7.3\", \"volatile acidity\": \"0.655\", \"citric acid\": \"0.2\", \"residual sugar\": \"10.2\", \"chlorides\": \"0.071\", \"free sulfur dioxide\": \"28\", \"total sulfur dioxide\": \"212\", \"density\": \"0.9971\", \"pH\": \"2.96\", \"sulphates\": \"0.58\", \"alcohol\": \"9.2\", \"quality\": \"6\", \"z_score\": 3.7382711013287384}, {\"fixed acidity\": \"9.6\", \"volatile acidity\": \"0.655\", \"citric acid\": \"0.21\", \"residual sugar\": \"2\", \"chlorides\": \"0.039\", \"free sulfur dioxide\": \"21\", \"total sulfur dioxide\": \"120\", \"density\": \"0.99188\", \"pH\": \"3\", \"sulphates\": \"1\", \"alcohol\": \"12.6\", \"quality\": \"6\", \"z_score\": 3.7382711013287384}, {\"fixed acidity\": \"5.9\", \"volatile acidity\": \"0.655\", \"citric acid\": \"0\", \"residual sugar\": \"5.6\", \"chlorides\": \"0.033\", \"free sulfur dioxide\": \"8\", \"total sulfur dioxide\": \"31\", \"density\": \"0.9936\", \"pH\": \"3.32\", \"sulphates\": \"0.51\", \"alcohol\": \"10.5\", \"quality\": \"4\", \"z_score\": 3.7382711013287384}, {\"fixed acidity\": \"4.8\", \"volatile acidity\": \"0.65\", \"citric acid\": \"0.12\", \"residual sugar\": \"1.1\", \"chlorides\": \"0.013\", \"free sulfur dioxide\": \"4\", \"total sulfur dioxide\": \"10\", \"density\": \"0.99246\", \"pH\": \"3.32\", \"sulphates\": \"0.36\", \"alcohol\": \"13.5\", \"quality\": \"4\", \"z_score\": 3.688660179223062}, {\"fixed acidity\": \"5.9\", \"volatile acidity\": \"0.65\", \"citric acid\": \"0.23\", \"residual sugar\": \"5\", \"chlorides\": \"0.035\", \"free sulfur dioxide\": \"20\", \"total sulfur dioxide\": \"128\", \"density\": \"0.99016\", \"pH\": \"3.46\", \"sulphates\": \"0.48\", \"alcohol\": \"12.8\", \"quality\": \"6\", \"z_score\": 3.688660179223062}, {\"fixed acidity\": \"6.8\", \"volatile acidity\": \"0.64\", \"citric acid\": \"0.08\", \"residual sugar\": \"9.7\", \"chlorides\": \"0.062\", \"free sulfur dioxide\": \"26\", \"total sulfur dioxide\": \"142\", \"density\": \"0.9972\", \"pH\": \"3.37\", \"sulphates\": \"0.46\", \"alcohol\": \"8.9\", \"quality\": \"4\", \"z_score\": 3.5894383350117103}, {\"fixed acidity\": \"7.9\", \"volatile acidity\": \"0.64\", \"citric acid\": \"0.46\", \"residual sugar\": \"10.6\", \"chlorides\": \"0.244\", \"free sulfur dioxide\": \"33\", \"total sulfur dioxide\": \"227\", \"density\": \"0.9983\", \"pH\": \"2.87\", \"sulphates\": \"0.74\", \"alcohol\": \"9.1\", \"quality\": \"3\", \"z_score\": 3.5894383350117103}, {\"fixed acidity\": \"7.4\", \"volatile acidity\": \"0.64\", \"citric acid\": \"0.47\", \"residual sugar\": \"14.15\", \"chlorides\": \"0.168\", \"free sulfur dioxide\": \"42\", \"total sulfur dioxide\": \"185\", \"density\": \"0.9984\", \"pH\": \"2.9\", \"sulphates\": \"0.49\", \"alcohol\": \"9.3\", \"quality\": \"5\", \"z_score\": 3.5894383350117103}, {\"fixed acidity\": \"7.1\", \"volatile acidity\": \"0.64\", \"citric acid\": \"0.49\", \"residual sugar\": \"1.8\", \"chlorides\": \"0.05\", \"free sulfur dioxide\": \"17\", \"total sulfur dioxide\": \"128\", \"density\": \"0.9946\", \"pH\": \"3.31\", \"sulphates\": \"0.58\", \"alcohol\": \"10.6\", \"quality\": \"4\", \"z_score\": 3.5894383350117103}, {\"fixed acidity\": \"6.7\", \"volatile acidity\": \"0.64\", \"citric acid\": \"0.3\", \"residual sugar\": \"1.2\", \"chlorides\": \"0.03\", \"free sulfur dioxide\": \"18\", \"total sulfur dioxide\": \"76\", \"density\": \"0.9892\", \"pH\": \"3.16\", \"sulphates\": \"0.6\", \"alcohol\": \"12.9\", \"quality\": \"4\", \"z_score\": 3.5894383350117103}, {\"fixed acidity\": \"6.6\", \"volatile acidity\": \"0.64\", \"citric acid\": \"0.28\", \"residual sugar\": \"4.4\", \"chlorides\": \"0.032\", \"free sulfur dioxide\": \"19\", \"total sulfur dioxide\": \"78\", \"density\": \"0.99036\", \"pH\": \"3.11\", \"sulphates\": \"0.62\", \"alcohol\": \"12.9\", \"quality\": \"6\", \"z_score\": 3.5894383350117103}, {\"fixed acidity\": \"6.6\", \"volatile acidity\": \"0.64\", \"citric acid\": \"0.28\", \"residual sugar\": \"4.4\", \"chlorides\": \"0.032\", \"free sulfur dioxide\": \"19\", \"total sulfur dioxide\": \"78\", \"density\": \"0.99036\", \"pH\": \"3.11\", \"sulphates\": \"0.62\", \"alcohol\": \"12.9\", \"quality\": \"6\", \"z_score\": 3.5894383350117103}, {\"fixed acidity\": \"6.8\", \"volatile acidity\": \"0.63\", \"citric acid\": \"0.04\", \"residual sugar\": \"1.3\", \"chlorides\": \"0.058\", \"free sulfur dioxide\": \"25\", \"total sulfur dioxide\": \"133\", \"density\": \"0.99271\", \"pH\": \"3.17\", \"sulphates\": \"0.39\", \"alcohol\": \"10.2\", \"quality\": \"4\", \"z_score\": 3.490216490800358}, {\"fixed acidity\": \"6.8\", \"volatile acidity\": \"0.63\", \"citric acid\": \"0.04\", \"residual sugar\": \"1.3\", \"chlorides\": \"0.058\", \"free sulfur dioxide\": \"25\", \"total sulfur dioxide\": \"133\", \"density\": \"0.99271\", \"pH\": \"3.17\", \"sulphates\": \"0.39\", \"alcohol\": \"10.2\", \"quality\": \"4\", \"z_score\": 3.490216490800358}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.03}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..653e182e6821b6e1cadf6de5baa2ecee63dfd32d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:35:28.106180+00:00", + "ended_at": "2026-05-04T09:35:45.159505+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_1cc01d70f6b24f0b", + "problem_id": "v2p_n3_b5dd67f6fa716a5c", + "dataset_id": "n3", + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=volatile acidity.", + "bindings": { + "measure_col": "volatile acidity", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=133" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_1cc01d70f6b24f0b.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1cc01d70f6b24f0b", + "api_calls": 0, + "input_tokens": 22377, + "cached_input_tokens": 20864, + "output_tokens": 321, + "total_tokens": 22698, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 247, + "estimated_total_tokens": 2533, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17016.78, + "sql_execution_elapsed_ms_total": 6.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_1cc01d70f6b24f0b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..771dbf33ed2c76287965eff8436901e5c98547b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:35:45.144712+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17016.78, "started_at": "2026-05-04T09:35:28.108508+00:00", "ended_at": "2026-05-04T09:35:45.124985+00:00", "prompt_metrics": {"chars": 7934, "bytes_utf8": 7934, "lines": 238, "estimated_tokens": 2286}, "response_metrics": {"chars": 856, "bytes_utf8": 856, "lines": 1, "estimated_tokens": 247}, "usage": {"input_tokens": 22377, "cached_input_tokens": 20864, "output_tokens": 321}, "stderr_preview": "2026-05-04T09:35:28.327454Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:35:30.655439Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.0\\nORDER BY CAST(\\\"volatile acidity\\\" AS REAL) DESC;\",\"notes\":\"Repaired the template for SQLite by replacing unsupported STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)) and casting the TEXT measure column \\\"volatile acidity\\\" to REAL for numeric computation and ordering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..303eaf20347757b274d29ecc2801528a2db69a01 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1cc01d70f6b24f0b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1cc01d70f6b24f0b", + "api_calls": 0, + "input_tokens": 22377, + "cached_input_tokens": 20864, + "output_tokens": 321, + "total_tokens": 22698, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 247, + "estimated_total_tokens": 2533, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17016.78, + "sql_execution_elapsed_ms_total": 6.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_1cc01d70f6b24f0b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73a97d06f036e1cc0b82a07084f91e91d9b4aca0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7846, "bytes_utf8": 7846, "lines": 242, "estimated_tokens": 2262}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 22353, "cached_input_tokens": 20864, "output_tokens": 174}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0231f9eee157a8cefee5f74a27ef16156d6df64e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1d6ccdec56dce93e", + "api_calls": 0, + "input_tokens": 22353, + "cached_input_tokens": 20864, + "output_tokens": 174, + "total_tokens": 22527, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2262, + "estimated_output_tokens": 125, + "estimated_total_tokens": 2387, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11751.27, + "sql_execution_elapsed_ms_total": 6.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_1d6ccdec56dce93e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5bdf08aa29f0dc53610b5c3cd818a319a7361139 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:21:59.141571+00:00", + "ended_at": "2026-05-04T09:22:10.892990+00:00", + "elapsed_ms": 11751.27, + "prompt_metrics": { + "chars": 7846, + "bytes_utf8": 7846, + "lines": 242, + "estimated_tokens": 2262 + }, + "stdout_metrics": { + "chars": 808, + "bytes_utf8": 808, + "lines": 4, + "estimated_tokens": 241 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13184 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 464, + "bytes_utf8": 464, + "lines": 1, + "estimated_tokens": 125 + }, + "usage": { + "input_tokens": 22353, + "cached_input_tokens": 20864, + "output_tokens": 174 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..719d5ef8604e9505e1486f7b2c8fc1f4c97dca06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, group_col_2=quality, measure_col=sulphates.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "measure_col": "sulphates", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c4429ae1ba65681b8069096a8567a38dfda6b3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24b-5fee-7d62-bdee-e82fcd717d0b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sulphates\\\", \\\"quality\\\", AVG(CAST(\\\"sulphates\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the required Two-Dimensional Group Average template with group_col=\\\"sulphates\\\", group_col_2=\\\"quality\\\", and measure_col=\\\"sulphates\\\". CAST to REAL was added because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22353,"cached_input_tokens":20864,"output_tokens":174}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97540777f98b8a64ec70904b0f9f7127c2e3d982 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sulphates\", \"quality\", AVG(CAST(\"sulphates\" AS REAL)) AS \"avg_measure\"\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY \"avg_measure\" DESC;","notes":"Used the required Two-Dimensional Group Average template with group_col=\"sulphates\", group_col_2=\"quality\", and measure_col=\"sulphates\". CAST to REAL was added because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0eeaeaf1ee7cbf728122084acbf2fbdbd714c2c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:21:59.351689Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:22:01.715467Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:22:10.186021Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6c404aa03eb9dd05dece8f3fe867ded647a90c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, group_col_2=quality, measure_col=sulphates. +Result preview: [{"sulphates": "1.08", "quality": "7", "avg_measure": 1.08}, {"sulphates": "1.06", "quality": "6", "avg_measure": 1.06}, {"sulphates": "1.01", "quality": "6", "avg_measure": 1.01}, {"sulphates": "1", "quality": "6", "avg_measure": 1.0}, {"sulphates": "0.99", "quality": "7", "avg_measure": 0.99}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..16f301e720e19ef7f9498975a91272d96fab88ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_1d6ccdec56dce93e +-- problem_id: v2p_n3_53b15fa63d2c7fc2 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", AVG(CAST("sulphates" AS REAL)) AS "avg_measure" +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d645422055169f525895ea0252c4cb5e0e463d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sulphates\", \"quality\", AVG(CAST(\"sulphates\" AS REAL)) AS \"avg_measure\"\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sulphates\\\", \\\"quality\\\", AVG(CAST(\\\"sulphates\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"sulphates\", \"quality\", \"avg_measure\"], \"rows\": [{\"sulphates\": \"1.08\", \"quality\": \"7\", \"avg_measure\": 1.08}, {\"sulphates\": \"1.06\", \"quality\": \"6\", \"avg_measure\": 1.06}, {\"sulphates\": \"1.01\", \"quality\": \"6\", \"avg_measure\": 1.01}, {\"sulphates\": \"1\", \"quality\": \"6\", \"avg_measure\": 1.0}, {\"sulphates\": \"0.99\", \"quality\": \"7\", \"avg_measure\": 0.99}, {\"sulphates\": \"0.98\", \"quality\": \"6\", \"avg_measure\": 0.9800000000000001}, {\"sulphates\": \"0.98\", \"quality\": \"7\", \"avg_measure\": 0.98}, {\"sulphates\": \"0.97\", \"quality\": \"7\", \"avg_measure\": 0.97}, {\"sulphates\": \"0.96\", \"quality\": \"6\", \"avg_measure\": 0.96}, {\"sulphates\": \"0.96\", \"quality\": \"7\", \"avg_measure\": 0.96}, {\"sulphates\": \"0.95\", \"quality\": \"6\", \"avg_measure\": 0.95}, {\"sulphates\": \"0.95\", \"quality\": \"8\", \"avg_measure\": 0.95}, {\"sulphates\": \"0.95\", \"quality\": \"7\", \"avg_measure\": 0.9499999999999998}, {\"sulphates\": \"0.94\", \"quality\": \"7\", \"avg_measure\": 0.94}, {\"sulphates\": \"0.94\", \"quality\": \"8\", \"avg_measure\": 0.94}, {\"sulphates\": \"0.92\", \"quality\": \"6\", \"avg_measure\": 0.92}, {\"sulphates\": \"0.92\", \"quality\": \"7\", \"avg_measure\": 0.92}, {\"sulphates\": \"0.9\", \"quality\": \"6\", \"avg_measure\": 0.9}, {\"sulphates\": \"0.9\", \"quality\": \"7\", \"avg_measure\": 0.9}, {\"sulphates\": \"0.9\", \"quality\": \"8\", \"avg_measure\": 0.9}, {\"sulphates\": \"0.89\", \"quality\": \"7\", \"avg_measure\": 0.89}, {\"sulphates\": \"0.88\", \"quality\": \"5\", \"avg_measure\": 0.88}, {\"sulphates\": \"0.88\", \"quality\": \"6\", \"avg_measure\": 0.88}, {\"sulphates\": \"0.88\", \"quality\": \"7\", \"avg_measure\": 0.88}, {\"sulphates\": \"0.87\", \"quality\": \"4\", \"avg_measure\": 0.87}, {\"sulphates\": \"0.87\", \"quality\": \"6\", \"avg_measure\": 0.87}, {\"sulphates\": \"0.86\", \"quality\": \"4\", \"avg_measure\": 0.86}, {\"sulphates\": \"0.86\", \"quality\": \"7\", \"avg_measure\": 0.86}, {\"sulphates\": \"0.85\", \"quality\": \"6\", \"avg_measure\": 0.85}, {\"sulphates\": \"0.85\", \"quality\": \"7\", \"avg_measure\": 0.85}, {\"sulphates\": \"0.84\", \"quality\": \"5\", \"avg_measure\": 0.84}, {\"sulphates\": \"0.84\", \"quality\": \"6\", \"avg_measure\": 0.84}, {\"sulphates\": \"0.84\", \"quality\": \"8\", \"avg_measure\": 0.84}, {\"sulphates\": \"0.83\", \"quality\": \"7\", \"avg_measure\": 0.83}, {\"sulphates\": \"0.82\", \"quality\": \"5\", \"avg_measure\": 0.82}, {\"sulphates\": \"0.82\", \"quality\": \"6\", \"avg_measure\": 0.82}, {\"sulphates\": \"0.82\", \"quality\": \"7\", \"avg_measure\": 0.82}, {\"sulphates\": \"0.82\", \"quality\": \"8\", \"avg_measure\": 0.82}, {\"sulphates\": \"0.81\", \"quality\": \"5\", \"avg_measure\": 0.81}, {\"sulphates\": \"0.81\", \"quality\": \"6\", \"avg_measure\": 0.81}, {\"sulphates\": \"0.81\", \"quality\": \"7\", \"avg_measure\": 0.81}, {\"sulphates\": \"0.8\", \"quality\": \"5\", \"avg_measure\": 0.8}, {\"sulphates\": \"0.8\", \"quality\": \"6\", \"avg_measure\": 0.8}, {\"sulphates\": \"0.8\", \"quality\": \"7\", \"avg_measure\": 0.8}, {\"sulphates\": \"0.79\", \"quality\": \"4\", \"avg_measure\": 0.79}, {\"sulphates\": \"0.79\", \"quality\": \"5\", \"avg_measure\": 0.79}, {\"sulphates\": \"0.79\", \"quality\": \"6\", \"avg_measure\": 0.79}, {\"sulphates\": \"0.79\", \"quality\": \"7\", \"avg_measure\": 0.79}, {\"sulphates\": \"0.79\", \"quality\": \"8\", \"avg_measure\": 0.79}, {\"sulphates\": \"0.78\", \"quality\": \"4\", \"avg_measure\": 0.78}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ac0e15d4f661c8167300d5f2073cd86127555b79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:21:59.139845+00:00", + "ended_at": "2026-05-04T09:22:10.927105+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_1d6ccdec56dce93e", + "problem_id": "v2p_n3_53b15fa63d2c7fc2", + "dataset_id": "n3", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, group_col_2=quality, measure_col=sulphates.", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "measure_col": "sulphates", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_1d6ccdec56dce93e.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1d6ccdec56dce93e", + "api_calls": 0, + "input_tokens": 22353, + "cached_input_tokens": 20864, + "output_tokens": 174, + "total_tokens": 22527, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2262, + "estimated_output_tokens": 125, + "estimated_total_tokens": 2387, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11751.27, + "sql_execution_elapsed_ms_total": 6.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_1d6ccdec56dce93e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f75b839829f5705419081e7e31cebda53452a4b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1d6ccdec56dce93e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:22:10.910045+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11751.27, "started_at": "2026-05-04T09:21:59.141571+00:00", "ended_at": "2026-05-04T09:22:10.892990+00:00", "prompt_metrics": {"chars": 7846, "bytes_utf8": 7846, "lines": 242, "estimated_tokens": 2262}, "response_metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 22353, "cached_input_tokens": 20864, "output_tokens": 174}, "stderr_preview": "2026-05-04T09:21:59.351689Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:22:01.715467Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=volatile acidity.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "sulphates", + "measure_col": "volatile acidity", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c548fb75266fb66f1434489a74adddb3dfcc115 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df247-190f-7910-9046-209c8594351b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"volatile acidity\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the planned Grouped Numeric Mean template with group_col bound to \\\"sulphates\\\" and measure_col bound to \\\"volatile acidity\\\". Cast the measure column to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22295,"cached_input_tokens":21888,"output_tokens":139}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c91cb6247aa3d0d8cf7c7a965fcce6f997612eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sulphates\", AVG(CAST(\"volatile acidity\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY avg_measure DESC;","notes":"Applied the planned Grouped Numeric Mean template with group_col bound to \"sulphates\" and measure_col bound to \"volatile acidity\". Cast the measure column to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9bd9a214a9be0195751646eb75feed3d906d26f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:17:19.064324Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:17:21.430689Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:17:29.443576Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e96ec664b096efce5ce96851f0f02a102f28efa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=volatile acidity. +Result preview: [{"sulphates": "1", "avg_measure": 0.655}, {"sulphates": "0.94", "avg_measure": 0.485}, {"sulphates": "0.92", "avg_measure": 0.4575}, {"sulphates": "0.83", "avg_measure": 0.455}, {"sulphates": "0.25", "avg_measure": 0.39875}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c58785ce0c6a13e9ca4173edc6ecd95fec7ce583 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_1e6f8b950c613985 +-- problem_id: v2p_n3_1526805f37ae292e +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("volatile acidity" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "sulphates" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e8e64b0629a2fb93831215fec7a100de0a70a67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sulphates\", AVG(CAST(\"volatile acidity\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"volatile acidity\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sulphates\", \"avg_measure\"], \"rows\": [{\"sulphates\": \"1\", \"avg_measure\": 0.655}, {\"sulphates\": \"0.94\", \"avg_measure\": 0.485}, {\"sulphates\": \"0.92\", \"avg_measure\": 0.4575}, {\"sulphates\": \"0.83\", \"avg_measure\": 0.455}, {\"sulphates\": \"0.25\", \"avg_measure\": 0.39875}, {\"sulphates\": \"1.01\", \"avg_measure\": 0.37}, {\"sulphates\": \"0.29\", \"avg_measure\": 0.36}, {\"sulphates\": \"0.23\", \"avg_measure\": 0.34}, {\"sulphates\": \"0.26\", \"avg_measure\": 0.3175}, {\"sulphates\": \"0.57\", \"avg_measure\": 0.3151807228915663}, {\"sulphates\": \"0.28\", \"avg_measure\": 0.31461538461538463}, {\"sulphates\": \"0.88\", \"avg_measure\": 0.3085714285714286}, {\"sulphates\": \"0.27\", \"avg_measure\": 0.30615384615384617}, {\"sulphates\": \"0.6\", \"avg_measure\": 0.30170454545454545}, {\"sulphates\": \"0.51\", \"avg_measure\": 0.3008214285714286}, {\"sulphates\": \"0.87\", \"avg_measure\": 0.3}, {\"sulphates\": \"0.63\", \"avg_measure\": 0.2997916666666667}, {\"sulphates\": \"0.71\", \"avg_measure\": 0.2997222222222222}, {\"sulphates\": \"0.34\", \"avg_measure\": 0.29964285714285716}, {\"sulphates\": \"0.65\", \"avg_measure\": 0.295}, {\"sulphates\": \"0.67\", \"avg_measure\": 0.2937142857142857}, {\"sulphates\": \"0.32\", \"avg_measure\": 0.2914814814814815}, {\"sulphates\": \"0.38\", \"avg_measure\": 0.29000000000000004}, {\"sulphates\": \"0.9\", \"avg_measure\": 0.29}, {\"sulphates\": \"0.35\", \"avg_measure\": 0.2898823529411765}, {\"sulphates\": \"0.73\", \"avg_measure\": 0.2891666666666667}, {\"sulphates\": \"0.62\", \"avg_measure\": 0.2889705882352941}, {\"sulphates\": \"0.48\", \"avg_measure\": 0.28740223463687153}, {\"sulphates\": \"0.47\", \"avg_measure\": 0.28718023255813957}, {\"sulphates\": \"0.53\", \"avg_measure\": 0.28644444444444445}, {\"sulphates\": \"0.58\", \"avg_measure\": 0.2862626262626263}, {\"sulphates\": \"0.86\", \"avg_measure\": 0.285}, {\"sulphates\": \"0.56\", \"avg_measure\": 0.2849074074074074}, {\"sulphates\": \"0.33\", \"avg_measure\": 0.28355932203389833}, {\"sulphates\": \"0.4\", \"avg_measure\": 0.2835119047619048}, {\"sulphates\": \"0.36\", \"avg_measure\": 0.280125}, {\"sulphates\": \"0.3\", \"avg_measure\": 0.2796774193548387}, {\"sulphates\": \"0.49\", \"avg_measure\": 0.27909638554216865}, {\"sulphates\": \"0.5\", \"avg_measure\": 0.27686746987951805}, {\"sulphates\": \"0.77\", \"avg_measure\": 0.2759375}, {\"sulphates\": \"0.46\", \"avg_measure\": 0.2758888888888889}, {\"sulphates\": \"0.61\", \"avg_measure\": 0.2743333333333334}, {\"sulphates\": \"0.44\", \"avg_measure\": 0.2725}, {\"sulphates\": \"0.43\", \"avg_measure\": 0.2723913043478261}, {\"sulphates\": \"0.45\", \"avg_measure\": 0.27185393258426965}, {\"sulphates\": \"0.52\", \"avg_measure\": 0.2718269230769231}, {\"sulphates\": \"0.39\", \"avg_measure\": 0.27182119205298017}, {\"sulphates\": \"0.59\", \"avg_measure\": 0.2718041237113402}, {\"sulphates\": \"0.69\", \"avg_measure\": 0.27116666666666667}, {\"sulphates\": \"0.54\", \"avg_measure\": 0.2711077844311377}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.31}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..588c563288eba9cf5ac8b6d697cfdbeda4fcfbdb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:17:18.841867+00:00", + "ended_at": "2026-05-04T09:17:30.118699+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_1e6f8b950c613985", + "problem_id": "v2p_n3_1526805f37ae292e", + "dataset_id": "n3", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=volatile acidity.", + "bindings": { + "group_col": "sulphates", + "measure_col": "volatile acidity", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_1e6f8b950c613985.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1e6f8b950c613985", + "api_calls": 0, + "input_tokens": 22295, + "cached_input_tokens": 21888, + "output_tokens": 139, + "total_tokens": 22434, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2204, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2307, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11244.9, + "sql_execution_elapsed_ms_total": 4.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_1e6f8b950c613985\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bef84ca8f8d87f5a05a83b8c6943122d6d76ecb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1e6f8b950c613985/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:17:30.105859+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11244.9, "started_at": "2026-05-04T09:17:18.844219+00:00", "ended_at": "2026-05-04T09:17:30.089062+00:00", "prompt_metrics": {"chars": 7695, "bytes_utf8": 7695, "lines": 240, "estimated_tokens": 2204}, "response_metrics": {"chars": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22295, "cached_input_tokens": 21888, "output_tokens": 139}, "stderr_preview": "2026-05-04T09:17:19.064324Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:17:21.430689Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=residual sugar.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "residual sugar", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4dd3febf18cbbb86b25ad3056944f62c7d5c5911 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df250-998c-7d41-a218-7ddb20cca37e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n CAST(\\\"residual sugar\\\" AS REAL) AS \\\"residual_sugar_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"residual sugar\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"residual sugar\\\" IS NOT NULL\\n),\\n\\\"thresholded\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"residual_sugar_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INT) AS \\\"pct_rank\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n \\\"residual_sugar_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"thresholded\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = \\\"pct_rank\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the 95th percentile per \\\"fixed acidity\\\" group by selecting the value at rank ceil(0.95 * group_size) after ordering CAST(\\\"residual sugar\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22331,"cached_input_tokens":20864,"output_tokens":566}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2eca6aa173e4bbed8a8322bd3eace84151c4640 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"fixed acidity\",\n CAST(\"residual sugar\" AS REAL) AS \"residual_sugar_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"residual sugar\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"residual sugar\" IS NOT NULL\n),\n\"thresholded\" AS (\n SELECT\n \"fixed acidity\",\n \"residual_sugar_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") + 0.999999999 AS INT) AS \"pct_rank\"\n FROM \"ranked\"\n)\nSELECT\n \"fixed acidity\",\n \"residual_sugar_value\" AS \"percentile_measure\"\nFROM \"thresholded\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = \"pct_rank\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this emulates the 95th percentile per \"fixed acidity\" group by selecting the value at rank ceil(0.95 * group_size) after ordering CAST(\"residual sugar\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5aaf4567f3612710b0d90e1dac65f5b615312825 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:27:41.783617Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:27:44.276997Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:27:59.057588Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e3f54dc519112be4b2527bf0d34b1c7d2417711 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=residual sugar. +Result preview: [{"fixed acidity": "6.8", "percentile_measure": 17.8}, {"fixed acidity": "8.7", "percentile_measure": 17.8}, {"fixed acidity": "8.4", "percentile_measure": 17.75}, {"fixed acidity": "7.5", "percentile_measure": 17.7}, {"fixed acidity": "8.3", "percentile_measure": 17.5}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cead8a8bae27b1f922d5da8d38dfa30e4c2ae424 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/generated_sql.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_1ee9c4cf0c567845 +-- problem_id: v2p_n3_a41b67d7fb3c1986 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "fixed acidity", + CAST("residual sugar" AS REAL) AS "residual_sugar_value", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY CAST("residual sugar" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "n3" + WHERE "fixed acidity" IS NOT NULL + AND "residual sugar" IS NOT NULL +), +"thresholded" AS ( + SELECT + "fixed acidity", + "residual_sugar_value", + "rn", + "cnt", + CAST((0.95 * "cnt") + 0.999999999 AS INT) AS "pct_rank" + FROM "ranked" +) +SELECT + "fixed acidity", + "residual_sugar_value" AS "percentile_measure" +FROM "thresholded" +WHERE "cnt" >= 5 + AND "rn" = "pct_rank" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b08a27afd953f2bc085f3f1a46f65150fd290293 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"fixed acidity\",\n CAST(\"residual sugar\" AS REAL) AS \"residual_sugar_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"residual sugar\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"residual sugar\" IS NOT NULL\n),\n\"thresholded\" AS (\n SELECT\n \"fixed acidity\",\n \"residual_sugar_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") + 0.999999999 AS INT) AS \"pct_rank\"\n FROM \"ranked\"\n)\nSELECT\n \"fixed acidity\",\n \"residual_sugar_value\" AS \"percentile_measure\"\nFROM \"thresholded\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = \"pct_rank\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n CAST(\\\"residual sugar\\\" AS REAL) AS \\\"residual_sugar_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"residual sugar\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"residual sugar\\\" IS NOT NULL\\n),\\n\\\"thresholded\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"residual_sugar_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INT) AS \\\"pct_rank\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n \\\"residual_sugar_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"thresholded\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = \\\"pct_rank\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"fixed acidity\", \"percentile_measure\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"percentile_measure\": 17.8}, {\"fixed acidity\": \"8.7\", \"percentile_measure\": 17.8}, {\"fixed acidity\": \"8.4\", \"percentile_measure\": 17.75}, {\"fixed acidity\": \"7.5\", \"percentile_measure\": 17.7}, {\"fixed acidity\": \"8.3\", \"percentile_measure\": 17.5}, {\"fixed acidity\": \"8.5\", \"percentile_measure\": 17.3}, {\"fixed acidity\": \"8\", \"percentile_measure\": 17.2}, {\"fixed acidity\": \"6.5\", \"percentile_measure\": 17.1}, {\"fixed acidity\": \"7.9\", \"percentile_measure\": 17.0}, {\"fixed acidity\": \"7.8\", \"percentile_measure\": 16.85}, {\"fixed acidity\": \"6.2\", \"percentile_measure\": 16.8}, {\"fixed acidity\": \"5.7\", \"percentile_measure\": 16.65}, {\"fixed acidity\": \"9.4\", \"percentile_measure\": 16.45}, {\"fixed acidity\": \"7.2\", \"percentile_measure\": 16.2}, {\"fixed acidity\": \"6.6\", \"percentile_measure\": 16.05}, {\"fixed acidity\": \"6.1\", \"percentile_measure\": 15.8}, {\"fixed acidity\": \"8.9\", \"percentile_measure\": 15.75}, {\"fixed acidity\": \"7.1\", \"percentile_measure\": 15.6}, {\"fixed acidity\": \"7.4\", \"percentile_measure\": 15.6}, {\"fixed acidity\": \"6\", \"percentile_measure\": 15.55}, {\"fixed acidity\": \"7.3\", \"percentile_measure\": 15.55}, {\"fixed acidity\": \"6.9\", \"percentile_measure\": 15.4}, {\"fixed acidity\": \"9.8\", \"percentile_measure\": 15.4}, {\"fixed acidity\": \"7.6\", \"percentile_measure\": 15.3}, {\"fixed acidity\": \"7.7\", \"percentile_measure\": 15.3}, {\"fixed acidity\": \"7\", \"percentile_measure\": 15.2}, {\"fixed acidity\": \"8.8\", \"percentile_measure\": 15.0}, {\"fixed acidity\": \"6.3\", \"percentile_measure\": 14.9}, {\"fixed acidity\": \"6.7\", \"percentile_measure\": 14.8}, {\"fixed acidity\": \"6.4\", \"percentile_measure\": 14.7}, {\"fixed acidity\": \"8.1\", \"percentile_measure\": 14.1}, {\"fixed acidity\": \"8.2\", \"percentile_measure\": 13.7}, {\"fixed acidity\": \"5.9\", \"percentile_measure\": 12.8}, {\"fixed acidity\": \"5.8\", \"percentile_measure\": 12.7}, {\"fixed acidity\": \"8.6\", \"percentile_measure\": 12.15}, {\"fixed acidity\": \"9\", \"percentile_measure\": 12.1}, {\"fixed acidity\": \"5\", \"percentile_measure\": 11.8}, {\"fixed acidity\": \"9.2\", \"percentile_measure\": 11.8}, {\"fixed acidity\": \"4.9\", \"percentile_measure\": 11.75}, {\"fixed acidity\": \"4.8\", \"percentile_measure\": 10.6}, {\"fixed acidity\": \"5.6\", \"percentile_measure\": 10.6}, {\"fixed acidity\": \"9.1\", \"percentile_measure\": 10.6}, {\"fixed acidity\": \"5.3\", \"percentile_measure\": 10.5}, {\"fixed acidity\": \"5.5\", \"percentile_measure\": 8.7}, {\"fixed acidity\": \"5.1\", \"percentile_measure\": 8.3}, {\"fixed acidity\": \"5.4\", \"percentile_measure\": 7.8}, {\"fixed acidity\": \"5.2\", \"percentile_measure\": 7.7}, {\"fixed acidity\": \"4.7\", \"percentile_measure\": 3.4}, {\"fixed acidity\": \"9.6\", \"percentile_measure\": 2.0}], \"row_count_returned\": 49, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..35363399192b2848297361a679222cee12d5b702 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:27:41.559749+00:00", + "ended_at": "2026-05-04T09:28:00.080305+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_1ee9c4cf0c567845", + "problem_id": "v2p_n3_a41b67d7fb3c1986", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=residual sugar.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "residual sugar", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_1ee9c4cf0c567845.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1ee9c4cf0c567845", + "api_calls": 0, + "input_tokens": 22331, + "cached_input_tokens": 20864, + "output_tokens": 566, + "total_tokens": 22897, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2240, + "estimated_output_tokens": 320, + "estimated_total_tokens": 2560, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18446.54, + "sql_execution_elapsed_ms_total": 18.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_1ee9c4cf0c567845\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf735344f34de14c327b7eb083535b1c989c049f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:28:00.052907+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18446.54, "started_at": "2026-05-04T09:27:41.562565+00:00", "ended_at": "2026-05-04T09:28:00.006242+00:00", "prompt_metrics": {"chars": 7868, "bytes_utf8": 7868, "lines": 240, "estimated_tokens": 2240}, "response_metrics": {"chars": 1097, "bytes_utf8": 1097, "lines": 1, "estimated_tokens": 320}, "usage": {"input_tokens": 22331, "cached_input_tokens": 20864, "output_tokens": 566}, "stderr_preview": "2026-05-04T09:27:41.783617Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:27:44.276997Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\n AND \\\"rn\\\" = \\\"pct_rank\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the 95th percentile per \\\"fixed acidity\\\" group by selec"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..592b2f9ba95f9a21d9794f157f0b5b14e5092bf3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_1ee9c4cf0c567845/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1ee9c4cf0c567845", + "api_calls": 0, + "input_tokens": 22331, + "cached_input_tokens": 20864, + "output_tokens": 566, + "total_tokens": 22897, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2240, + "estimated_output_tokens": 320, + "estimated_total_tokens": 2560, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18446.54, + "sql_execution_elapsed_ms_total": 18.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_1ee9c4cf0c567845\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..39cb647b2453d3740439afb1b64bbc641c4ac3f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7848, "bytes_utf8": 7848, "lines": 240, "estimated_tokens": 2248}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 476, "bytes_utf8": 476, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 22337, "cached_input_tokens": 20864, "output_tokens": 188}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..156b7c72a5ecffaa38734a6c36dd0249b112bdcf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_21690397018d9101", + "api_calls": 0, + "input_tokens": 22337, + "cached_input_tokens": 20864, + "output_tokens": 188, + "total_tokens": 22525, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2248, + "estimated_output_tokens": 125, + "estimated_total_tokens": 2373, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13895.2, + "sql_execution_elapsed_ms_total": 7.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_21690397018d9101\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b4e6656230ef9819b72bb0467f722ceaee7d7495 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:32:24.490566+00:00", + "ended_at": "2026-05-04T09:32:38.387095+00:00", + "elapsed_ms": 13895.2, + "prompt_metrics": { + "chars": 7848, + "bytes_utf8": 7848, + "lines": 240, + "estimated_tokens": 2248 + }, + "stdout_metrics": { + "chars": 806, + "bytes_utf8": 806, + "lines": 4, + "estimated_tokens": 232 + }, + "stderr_metrics": { + "chars": 11404, + "bytes_utf8": 11404, + "lines": 29, + "estimated_tokens": 6415 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 476, + "bytes_utf8": 476, + "lines": 1, + "estimated_tokens": 125 + }, + "usage": { + "input_tokens": 22337, + "cached_input_tokens": 20864, + "output_tokens": 188 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa38f220eeba9c30564083d7e57ececc29c49118 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=sulphates, measure_col=fixed acidity.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "sulphates", + "measure_col": "fixed acidity", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6889cd1201fe5ba1216faf8e9c6c04b0728119a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df254-ead1-7261-8289-c6e426287802"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"fixed acidity\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING SUM(CAST(\\\"fixed acidity\\\" AS REAL)) > 7.1\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"sulphates\\\" and measure_col=\\\"fixed acidity\\\". CAST to REAL is applied because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22337,"cached_input_tokens":20864,"output_tokens":188}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4aa5b19abf8ab04a307b63033191044977c0f66e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"sulphates\", SUM(CAST(\"fixed acidity\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING SUM(CAST(\"fixed acidity\" AS REAL)) > 7.1\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"sulphates\" and measure_col=\"fixed acidity\". CAST to REAL is applied because the schema stores numeric values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0958d8330d8b4ff973c0bafe6ff06b9c31f1722 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,29 @@ +2026-05-04T09:32:24.718177Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:32:27.246216Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..636f1e66b6c6fe12649828100688e4deec321a30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=sulphates, measure_col=fixed acidity. +Result preview: [{"sulphates": "0.5", "total_measure": 1682.6}, {"sulphates": "0.46", "total_measure": 1551.5}, {"sulphates": "0.38", "total_measure": 1461.5}, {"sulphates": "0.44", "total_measure": 1458.9}, {"sulphates": "0.42", "total_measure": 1221.8}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b5c894ec38088f592cefd2cee3b4ea23142af674 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_21690397018d9101 +-- problem_id: v2p_n3_ee00387ce80fb897 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("fixed acidity" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "sulphates" +HAVING SUM(CAST("fixed acidity" AS REAL)) > 7.1 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b9731c50bb7654631b50718f3c7a3b276ce79b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"sulphates\", SUM(CAST(\"fixed acidity\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING SUM(CAST(\"fixed acidity\" AS REAL)) > 7.1\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"fixed acidity\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING SUM(CAST(\\\"fixed acidity\\\" AS REAL)) > 7.1\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"sulphates\", \"total_measure\"], \"rows\": [{\"sulphates\": \"0.5\", \"total_measure\": 1682.6}, {\"sulphates\": \"0.46\", \"total_measure\": 1551.5}, {\"sulphates\": \"0.38\", \"total_measure\": 1461.5}, {\"sulphates\": \"0.44\", \"total_measure\": 1458.9}, {\"sulphates\": \"0.42\", \"total_measure\": 1221.8}, {\"sulphates\": \"0.45\", \"total_measure\": 1214.8}, {\"sulphates\": \"0.48\", \"total_measure\": 1210.3}, {\"sulphates\": \"0.47\", \"total_measure\": 1194.7}, {\"sulphates\": \"0.49\", \"total_measure\": 1161.5}, {\"sulphates\": \"0.54\", \"total_measure\": 1154.0}, {\"sulphates\": \"0.4\", \"total_measure\": 1124.8}, {\"sulphates\": \"0.43\", \"total_measure\": 1091.6}, {\"sulphates\": \"0.52\", \"total_measure\": 1071.2}, {\"sulphates\": \"0.39\", \"total_measure\": 1050.5}, {\"sulphates\": \"0.51\", \"total_measure\": 963.3}, {\"sulphates\": \"0.41\", \"total_measure\": 952.1}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.76}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cbf4e7f45618baf2ca9b928c04f9096be44ec383 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:32:24.489088+00:00", + "ended_at": "2026-05-04T09:32:38.428615+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_21690397018d9101", + "problem_id": "v2p_n3_ee00387ce80fb897", + "dataset_id": "n3", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=sulphates, measure_col=fixed acidity.", + "bindings": { + "group_col": "sulphates", + "measure_col": "fixed acidity", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=121" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_21690397018d9101.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_21690397018d9101", + "api_calls": 0, + "input_tokens": 22337, + "cached_input_tokens": 20864, + "output_tokens": 188, + "total_tokens": 22525, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2248, + "estimated_output_tokens": 125, + "estimated_total_tokens": 2373, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13895.2, + "sql_execution_elapsed_ms_total": 7.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_21690397018d9101\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..094983765af1f366e407db5bb7973fce1b853065 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:32:38.398685+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13895.2, "started_at": "2026-05-04T09:32:24.490566+00:00", "ended_at": "2026-05-04T09:32:38.387095+00:00", "prompt_metrics": {"chars": 7848, "bytes_utf8": 7848, "lines": 240, "estimated_tokens": 2248}, "response_metrics": {"chars": 476, "bytes_utf8": 476, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 22337, "cached_input_tokens": 20864, "output_tokens": 188}, "stderr_preview": "2026-05-04T09:32:24.718177Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:32:27.246216Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 7.1\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"sulphates\\\" and measure_col=\\\"fixed acidity\\\". CAST to REAL is applied because the schema stores numeric values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eddbf6e2f0fdf5faf2274f7e879fe080b0bab368 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_21690397018d9101/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_21690397018d9101", + "api_calls": 0, + "input_tokens": 22337, + "cached_input_tokens": 20864, + "output_tokens": 188, + "total_tokens": 22525, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2248, + "estimated_output_tokens": 125, + "estimated_total_tokens": 2373, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13895.2, + "sql_execution_elapsed_ms_total": 7.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_21690397018d9101\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..382411da3587f8754a282abcc5994dd0a96e3c38 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7960, "bytes_utf8": 7960, "lines": 243, "estimated_tokens": 2302}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22393, "cached_input_tokens": 21888, "output_tokens": 207}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1e64b5e0059d3ce8519168922e264f45ec07adab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_2285532ed0a9ec4e", + "api_calls": 0, + "input_tokens": 22393, + "cached_input_tokens": 21888, + "output_tokens": 207, + "total_tokens": 22600, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2302, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2419, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14345.62, + "sql_execution_elapsed_ms_total": 5.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_2285532ed0a9ec4e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6db288af5720eb9f7f748cf2bc831fb725fd9072 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:02:13.200047+00:00", + "ended_at": "2026-05-04T09:02:27.545766+00:00", + "elapsed_ms": 14345.62, + "prompt_metrics": { + "chars": 7960, + "bytes_utf8": 7960, + "lines": 243, + "estimated_tokens": 2302 + }, + "stdout_metrics": { + "chars": 752, + "bytes_utf8": 752, + "lines": 4, + "estimated_tokens": 226 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13194 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 415, + "bytes_utf8": 415, + "lines": 1, + "estimated_tokens": 117 + }, + "usage": { + "input_tokens": 22393, + "cached_input_tokens": 21888, + "output_tokens": 207 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fee7f822cfecac82e0c058c03143529b49a1b28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, group_col_2=quality, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "8", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5f13064925b26615ef1fcbcfc161d750bf55849 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df239-4762-7b11-be41-ca710db25ce0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sulphates\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '8' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the planned Two-Axis Target Rate Surface template with group_col=\\\"sulphates\\\", group_col_2=\\\"quality\\\", and target_col=\\\"quality\\\", using target_value '8'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22393,"cached_input_tokens":21888,"output_tokens":207}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..065af7d428f3a9a0536cdc29d8095aa25f376ddc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sulphates\", \"quality\",\n AVG(CASE WHEN \"quality\" = '8' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY target_rate DESC;","notes":"Applied the planned Two-Axis Target Rate Surface template with group_col=\"sulphates\", group_col_2=\"quality\", and target_col=\"quality\", using target_value '8'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e813ae736af1929a7e9653e33a748bba8e71002 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:02:13.393505Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:02:15.726337Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:02:26.620829Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b4342a2a9927ee3947d2bdf6cc5f4ccd0a69e49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, group_col_2=quality, target_col=quality. +Result preview: [{"sulphates": "0.25", "quality": "8", "target_rate": 1.0}, {"sulphates": "0.26", "quality": "8", "target_rate": 1.0}, {"sulphates": "0.27", "quality": "8", "target_rate": 1.0}, {"sulphates": "0.3", "quality": "8", "target_rate": 1.0}, {"sulphates": "0.31", "quality": "8", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e93368f3d860f9bcd3ff02705d35706e5d4b08a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_2285532ed0a9ec4e +-- problem_id: v2p_n3_ec08c80946e3f767 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", + AVG(CASE WHEN "quality" = '8' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1c588e43e2b805e3f97eeb011a21f0e7745a78af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sulphates\", \"quality\",\n AVG(CASE WHEN \"quality\" = '8' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sulphates\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '8' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sulphates\", \"quality\", \"target_rate\"], \"rows\": [{\"sulphates\": \"0.25\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.26\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.27\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.3\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.31\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.32\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.33\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.34\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.35\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.36\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.37\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.38\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.39\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.4\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.41\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.42\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.43\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.44\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.45\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.46\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.47\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.48\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.49\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.5\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.51\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.53\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.54\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.55\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.56\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.57\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.58\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.59\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.6\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.62\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.63\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.64\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.65\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.69\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.71\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.75\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.76\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.77\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.78\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.79\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.82\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.84\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.9\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.94\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.95\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.22\", \"quality\": \"7\", \"target_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8806cf3defb5601eb784a3702e9a04ce3e47b43c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:02:13.196963+00:00", + "ended_at": "2026-05-04T09:02:27.581464+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_2285532ed0a9ec4e", + "problem_id": "v2p_n3_ec08c80946e3f767", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, group_col_2=quality, target_col=quality.", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "8", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_2285532ed0a9ec4e.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_2285532ed0a9ec4e", + "api_calls": 0, + "input_tokens": 22393, + "cached_input_tokens": 21888, + "output_tokens": 207, + "total_tokens": 22600, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2302, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2419, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14345.62, + "sql_execution_elapsed_ms_total": 5.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_2285532ed0a9ec4e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88aeceb4c505d48e9f9fc9e46c3db7f97c9b97e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2285532ed0a9ec4e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:02:27.567445+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14345.62, "started_at": "2026-05-04T09:02:13.200047+00:00", "ended_at": "2026-05-04T09:02:27.545766+00:00", "prompt_metrics": {"chars": 7960, "bytes_utf8": 7960, "lines": 243, "estimated_tokens": 2302}, "response_metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22393, "cached_input_tokens": 21888, "output_tokens": 207}, "stderr_preview": "2026-05-04T09:02:13.393505Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:02:15.726337Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2291d342598d5b59/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2291d342598d5b59/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fdb3b799c2b126b45a64ed619a403410adeb0f57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2291d342598d5b59/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_2291d342598d5b59\n-- problem_id: v2p_n3_bbcbefe481edb050\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"residual sugar\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"residual sugar\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_2291d342598d5b59\\n-- problem_id: v2p_n3_bbcbefe481edb050\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"residual sugar\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"residual sugar\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"residual sugar\", \"support\", \"avg_response\"], \"rows\": [{\"residual sugar\": \"1.2\", \"support\": 187, \"avg_response\": 6.88048128342246}, {\"residual sugar\": \"1.4\", \"support\": 184, \"avg_response\": 6.76304347826087}, {\"residual sugar\": \"1.6\", \"support\": 165, \"avg_response\": 7.009696969696969}, {\"residual sugar\": \"1.3\", \"support\": 147, \"avg_response\": 6.808843537414965}, {\"residual sugar\": \"1.1\", \"support\": 146, \"avg_response\": 6.780821917808219}, {\"residual sugar\": \"1.5\", \"support\": 142, \"avg_response\": 6.738732394366197}, {\"residual sugar\": \"1.8\", \"support\": 99, \"avg_response\": 6.956565656565657}, {\"residual sugar\": \"1.7\", \"support\": 99, \"avg_response\": 6.863636363636363}, {\"residual sugar\": \"1\", \"support\": 93, \"avg_response\": 6.767741935483871}, {\"residual sugar\": \"2\", \"support\": 79, \"avg_response\": 7.036708860759493}, {\"residual sugar\": \"1.9\", \"support\": 59, \"avg_response\": 6.664406779661017}, {\"residual sugar\": \"2.2\", \"support\": 56, \"avg_response\": 6.646428571428571}, {\"residual sugar\": \"2.1\", \"support\": 51, \"avg_response\": 7.092156862745098}, {\"residual sugar\": \"5\", \"support\": 43, \"avg_response\": 6.6139534883720925}, {\"residual sugar\": \"2.3\", \"support\": 42, \"avg_response\": 6.821428571428571}, {\"residual sugar\": \"2.4\", \"support\": 41, \"avg_response\": 6.992682926829268}, {\"residual sugar\": \"7.8\", \"support\": 41, \"avg_response\": 6.843902439024391}, {\"residual sugar\": \"4.6\", \"support\": 40, \"avg_response\": 6.902500000000001}, {\"residual sugar\": \"7.4\", \"support\": 40, \"avg_response\": 6.772499999999999}, {\"residual sugar\": \"2.5\", \"support\": 40, \"avg_response\": 6.659999999999999}, {\"residual sugar\": \"0.9\", \"support\": 39, \"avg_response\": 6.841025641025642}, {\"residual sugar\": \"6.3\", \"support\": 39, \"avg_response\": 6.584615384615385}, {\"residual sugar\": \"4.8\", \"support\": 38, \"avg_response\": 6.628947368421053}, {\"residual sugar\": \"2.7\", \"support\": 38, \"avg_response\": 6.626315789473685}, {\"residual sugar\": \"8.2\", \"support\": 36, \"avg_response\": 7.183333333333334}, {\"residual sugar\": \"7.1\", \"support\": 36, \"avg_response\": 6.800000000000001}, {\"residual sugar\": \"2.8\", \"support\": 36, \"avg_response\": 6.725}, {\"residual sugar\": \"11.8\", \"support\": 35, \"avg_response\": 7.337142857142857}, {\"residual sugar\": \"4.9\", \"support\": 35, \"avg_response\": 6.88}, {\"residual sugar\": \"8.1\", \"support\": 34, \"avg_response\": 7.18235294117647}, {\"residual sugar\": \"7.7\", \"support\": 34, \"avg_response\": 6.735294117647059}, {\"residual sugar\": \"6.4\", \"support\": 34, \"avg_response\": 6.629411764705883}, {\"residual sugar\": \"2.6\", \"support\": 33, \"avg_response\": 6.748484848484848}, {\"residual sugar\": \"4.5\", \"support\": 33, \"avg_response\": 6.46969696969697}, {\"residual sugar\": \"8\", \"support\": 32, \"avg_response\": 6.740625}, {\"residual sugar\": \"7.9\", \"support\": 32, \"avg_response\": 6.6375}, {\"residual sugar\": \"3.5\", \"support\": 31, \"avg_response\": 6.812903225806451}, {\"residual sugar\": \"6.2\", \"support\": 31, \"avg_response\": 6.806451612903226}, {\"residual sugar\": \"7\", \"support\": 31, \"avg_response\": 6.796774193548386}, {\"residual sugar\": \"8.3\", \"support\": 31, \"avg_response\": 6.66774193548387}, {\"residual sugar\": \"4.2\", \"support\": 31, \"avg_response\": 6.509677419354839}, {\"residual sugar\": \"7.5\", \"support\": 30, \"avg_response\": 6.85}, {\"residual sugar\": \"6.6\", \"support\": 30, \"avg_response\": 6.61}, {\"residual sugar\": \"5.7\", \"support\": 30, \"avg_response\": 6.516666666666667}, {\"residual sugar\": \"5.2\", \"support\": 29, \"avg_response\": 7.162068965517241}, {\"residual sugar\": \"7.2\", \"support\": 29, \"avg_response\": 6.903448275862068}, {\"residual sugar\": \"7.6\", \"support\": 29, \"avg_response\": 6.834482758620689}, {\"residual sugar\": \"4.7\", \"support\": 29, \"avg_response\": 6.741379310344827}, {\"residual sugar\": \"3.2\", \"support\": 28, \"avg_response\": 6.921428571428572}, {\"residual sugar\": \"6.8\", \"support\": 28, \"avg_response\": 6.507142857142857}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.71}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2291d342598d5b59/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2291d342598d5b59/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8fd4576af098609b67e679e69c178c12c24bc507 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2291d342598d5b59/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.161377+00:00", + "ended_at": "2026-05-04T09:37:05.168705+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_2291d342598d5b59", + "problem_id": "v2p_n3_bbcbefe481edb050", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=fixed acidity, key_col=residual sugar.", + "bindings": { + "key_col": "residual sugar", + "measure_col": "fixed acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_2291d342598d5b59.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2291d342598d5b59/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2291d342598d5b59/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2291d342598d5b59/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..036d01a96db05c4a2a7316506ffaace7e1f2a3c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7814, "bytes_utf8": 7814, "lines": 240, "estimated_tokens": 2247}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22336, "cached_input_tokens": 20864, "output_tokens": 214}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8d05f366aa5a913bcaccf914c8935874cd431b70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_23fcdb9fa892cd17", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 214, + "total_tokens": 22550, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2366, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12236.03, + "sql_execution_elapsed_ms_total": 4.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_23fcdb9fa892cd17\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7e7ff8c4bce972e4780a1c2642811845601ec946 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:19:14.156470+00:00", + "ended_at": "2026-05-04T09:19:26.392546+00:00", + "elapsed_ms": 12236.03, + "prompt_metrics": { + "chars": 7814, + "bytes_utf8": 7814, + "lines": 240, + "estimated_tokens": 2247 + }, + "stdout_metrics": { + "chars": 764, + "bytes_utf8": 764, + "lines": 4, + "estimated_tokens": 226 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13232 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 435, + "bytes_utf8": 435, + "lines": 1, + "estimated_tokens": 119 + }, + "usage": { + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 214 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..77cf39433d1af4ea25dc27dd3ad04a023f0f3883 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=alcohol.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "alcohol", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..477eeb2aa8851eb1c088b06a3a61f8caacbb10c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df248-db7e-7f91-979b-aa33ac7b411e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"alcohol\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sulphates\\\";\",\"notes\":\"Used the requested Support-Guarded Group Average template with group_col=\\\"sulphates\\\" and measure_col=\\\"alcohol\\\". CAST was added because the SQLite schema stores these numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22336,"cached_input_tokens":20864,"output_tokens":214}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5466706865418073b0c5469b8c17fdce916cd39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sulphates\", AVG(CAST(\"alcohol\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY \"sulphates\";","notes":"Used the requested Support-Guarded Group Average template with group_col=\"sulphates\" and measure_col=\"alcohol\". CAST was added because the SQLite schema stores these numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7636043854e8979c243062c6cd096398da8fb10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:19:14.357830Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:19:17.980814Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:19:25.814364Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..06e74c630b65b9d69bae0b6e326c5be2e9fb777a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=alcohol. +Result preview: [{"sulphates": "0.27", "avg_measure": 12.330769230769231, "support": 13}, {"sulphates": "0.28", "avg_measure": 11.13076923076923, "support": 13}, {"sulphates": "0.29", "avg_measure": 10.775, "support": 16}, {"sulphates": "0.3", "avg_measure": 10.756989247311829, "support": 31}, {"sulphates": "0.31", "avg_measure": 11.302857142857144, "support": 35}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed145161b63dacd3948f3b3d028d92a60f652ea8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_23fcdb9fa892cd17 +-- problem_id: v2p_n3_0eea90e05c1c3690 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("alcohol" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY "sulphates"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ddc681f06eeb73ab87bada56a42a8bcf5de118a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sulphates\", AVG(CAST(\"alcohol\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY \"sulphates\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"alcohol\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sulphates\\\";\", \"columns\": [\"sulphates\", \"avg_measure\", \"support\"], \"rows\": [{\"sulphates\": \"0.27\", \"avg_measure\": 12.330769230769231, \"support\": 13}, {\"sulphates\": \"0.28\", \"avg_measure\": 11.13076923076923, \"support\": 13}, {\"sulphates\": \"0.29\", \"avg_measure\": 10.775, \"support\": 16}, {\"sulphates\": \"0.3\", \"avg_measure\": 10.756989247311829, \"support\": 31}, {\"sulphates\": \"0.31\", \"avg_measure\": 11.302857142857144, \"support\": 35}, {\"sulphates\": \"0.32\", \"avg_measure\": 11.238888888888889, \"support\": 54}, {\"sulphates\": \"0.33\", \"avg_measure\": 11.335593220338982, \"support\": 59}, {\"sulphates\": \"0.34\", \"avg_measure\": 11.031746031746032, \"support\": 84}, {\"sulphates\": \"0.35\", \"avg_measure\": 10.716470588235294, \"support\": 85}, {\"sulphates\": \"0.36\", \"avg_measure\": 10.624583333333334, \"support\": 120}, {\"sulphates\": \"0.37\", \"avg_measure\": 10.899741602067182, \"support\": 129}, {\"sulphates\": \"0.38\", \"avg_measure\": 10.627102803738318, \"support\": 214}, {\"sulphates\": \"0.39\", \"avg_measure\": 10.604172185430464, \"support\": 151}, {\"sulphates\": \"0.4\", \"avg_measure\": 10.71577380952381, \"support\": 168}, {\"sulphates\": \"0.41\", \"avg_measure\": 10.431654676258994, \"support\": 139}, {\"sulphates\": \"0.42\", \"avg_measure\": 10.566666666666666, \"support\": 181}, {\"sulphates\": \"0.43\", \"avg_measure\": 10.406832298136646, \"support\": 161}, {\"sulphates\": \"0.44\", \"avg_measure\": 10.34337962962963, \"support\": 216}, {\"sulphates\": \"0.45\", \"avg_measure\": 10.21629213483146, \"support\": 178}, {\"sulphates\": \"0.46\", \"avg_measure\": 10.140296296296295, \"support\": 225}, {\"sulphates\": \"0.47\", \"avg_measure\": 10.319767441860465, \"support\": 172}, {\"sulphates\": \"0.48\", \"avg_measure\": 10.243482309124767, \"support\": 179}, {\"sulphates\": \"0.49\", \"avg_measure\": 10.227409638554217, \"support\": 166}, {\"sulphates\": \"0.5\", \"avg_measure\": 10.078246318607766, \"support\": 249}, {\"sulphates\": \"0.51\", \"avg_measure\": 10.171904761904761, \"support\": 140}, {\"sulphates\": \"0.52\", \"avg_measure\": 10.350641025641027, \"support\": 156}, {\"sulphates\": \"0.53\", \"avg_measure\": 10.42725925925926, \"support\": 135}, {\"sulphates\": \"0.54\", \"avg_measure\": 10.353293413173652, \"support\": 167}, {\"sulphates\": \"0.55\", \"avg_measure\": 10.551470588235293, \"support\": 102}, {\"sulphates\": \"0.56\", \"avg_measure\": 10.54567901234568, \"support\": 108}, {\"sulphates\": \"0.57\", \"avg_measure\": 10.448995983935744, \"support\": 83}, {\"sulphates\": \"0.58\", \"avg_measure\": 10.590404040404039, \"support\": 99}, {\"sulphates\": \"0.59\", \"avg_measure\": 10.815120274914092, \"support\": 97}, {\"sulphates\": \"0.6\", \"avg_measure\": 10.68409090909091, \"support\": 88}, {\"sulphates\": \"0.61\", \"avg_measure\": 10.164444444444445, \"support\": 45}, {\"sulphates\": \"0.62\", \"avg_measure\": 10.579901960784312, \"support\": 68}, {\"sulphates\": \"0.63\", \"avg_measure\": 10.697916666666666, \"support\": 48}, {\"sulphates\": \"0.64\", \"avg_measure\": 10.693781094527363, \"support\": 67}, {\"sulphates\": \"0.65\", \"avg_measure\": 11.221428571428572, \"support\": 28}, {\"sulphates\": \"0.66\", \"avg_measure\": 10.725000000000001, \"support\": 36}, {\"sulphates\": \"0.67\", \"avg_measure\": 10.237142857142857, \"support\": 35}, {\"sulphates\": \"0.68\", \"avg_measure\": 10.504545454545454, \"support\": 44}, {\"sulphates\": \"0.69\", \"avg_measure\": 10.403333333333334, \"support\": 30}, {\"sulphates\": \"0.7\", \"avg_measure\": 11.0, \"support\": 27}, {\"sulphates\": \"0.71\", \"avg_measure\": 11.094444444444443, \"support\": 18}, {\"sulphates\": \"0.72\", \"avg_measure\": 10.743939393939394, \"support\": 33}, {\"sulphates\": \"0.73\", \"avg_measure\": 11.466666666666667, \"support\": 12}, {\"sulphates\": \"0.74\", \"avg_measure\": 10.878947368421052, \"support\": 19}, {\"sulphates\": \"0.75\", \"avg_measure\": 10.145454545454546, \"support\": 22}, {\"sulphates\": \"0.76\", \"avg_measure\": 10.20350877192982, \"support\": 19}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.82}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6e89035fd99dd79fe7b3d51f459c951e92b66447 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:19:14.154100+00:00", + "ended_at": "2026-05-04T09:19:26.425046+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_23fcdb9fa892cd17", + "problem_id": "v2p_n3_0eea90e05c1c3690", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=alcohol.", + "bindings": { + "group_col": "sulphates", + "measure_col": "alcohol", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_23fcdb9fa892cd17.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_23fcdb9fa892cd17", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 214, + "total_tokens": 22550, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2366, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12236.03, + "sql_execution_elapsed_ms_total": 4.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_23fcdb9fa892cd17\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b4d8a31135405f9fec5841b25a189db1e7fc02b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:19:26.412348+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12236.03, "started_at": "2026-05-04T09:19:14.156470+00:00", "ended_at": "2026-05-04T09:19:26.392546+00:00", "prompt_metrics": {"chars": 7814, "bytes_utf8": 7814, "lines": 240, "estimated_tokens": 2247}, "response_metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22336, "cached_input_tokens": 20864, "output_tokens": 214}, "stderr_preview": "2026-05-04T09:19:14.357830Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:19:17.980814Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"sulphates\\\";\",\"notes\":\"Used the requested Support-Guarded Group Average template with group_col=\\\"sulphates\\\" and measure_col=\\\"alcohol\\\". CAST was added because the SQLite schema stores these numeric fields as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d77d937ccbc4df19fe1cd7b10c29b4c890450b98 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_23fcdb9fa892cd17/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_23fcdb9fa892cd17", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 214, + "total_tokens": 22550, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2366, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12236.03, + "sql_execution_elapsed_ms_total": 4.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_23fcdb9fa892cd17\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cde630e2bdfb750a5e00776e7d77e2da2a271f09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7747, "bytes_utf8": 7747, "lines": 240, "estimated_tokens": 2208}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 22299, "cached_input_tokens": 21888, "output_tokens": 134}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f1272c3d5d462d8f4f4bed29c0da634bea87e201 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_25375a42a3d75b58", + "api_calls": 0, + "input_tokens": 22299, + "cached_input_tokens": 21888, + "output_tokens": 134, + "total_tokens": 22433, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2208, + "estimated_output_tokens": 93, + "estimated_total_tokens": 2301, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14186.81, + "sql_execution_elapsed_ms_total": 17.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_25375a42a3d75b58\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..804c4a20797265fc06cfbb17e194cc6aa1112e25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:05:45.794486+00:00", + "ended_at": "2026-05-04T09:05:59.979228+00:00", + "elapsed_ms": 14186.81, + "prompt_metrics": { + "chars": 7747, + "bytes_utf8": 7747, + "lines": 240, + "estimated_tokens": 2208 + }, + "stdout_metrics": { + "chars": 732, + "bytes_utf8": 732, + "lines": 4, + "estimated_tokens": 200 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13197 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 408, + "bytes_utf8": 408, + "lines": 1, + "estimated_tokens": 93 + }, + "usage": { + "input_tokens": 22299, + "cached_input_tokens": 21888, + "output_tokens": 134 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6e625cb4492d2768b33af184c6b2f8f7a4f57db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=density.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "quality", + "measure_col": "density", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f75c0214affd7262bb642c256b61b5e1a312f80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23c-92eb-71e1-93fc-9ee7fbeb4dd0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"quality\\\",\\n AVG(CAST(\\\"density\\\" AS REAL)) OVER (PARTITION BY \\\"quality\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"quality\\\" and measure_col=\\\"density\\\". CAST to REAL is needed because the SQLite schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22299,"cached_input_tokens":21888,"output_tokens":134}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de7eb4f7ce21434b0bf2629426cbafe106a1cf98 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"quality\",\n AVG(CAST(\"density\" AS REAL)) OVER (PARTITION BY \"quality\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"quality\" and measure_col=\"density\". CAST to REAL is needed because the SQLite schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..56a9c711fbfe71f5bc7c249adbe308ba1dad4bff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:05:49.474962Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:05:51.861911Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:05:59.123363Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..19cf0d11433c96196af6daf9ccb8c3d5bc309a81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=density. +Result preview: [{"quality": "5", "avg_measure": 0.9952625703500343}, {"quality": "3", "avg_measure": 0.9948840000000001}, {"quality": "4", "avg_measure": 0.9942766871165645}, {"quality": "6", "avg_measure": 0.9939613489535942}, {"quality": "7", "avg_measure": 0.9924523977272728}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..82b9c3e6be2bf1e1aeb0b06169bef8ebcb65f58b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_25375a42a3d75b58 +-- problem_id: v2p_n3_0a566a92ab94ac31 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "quality", + AVG(CAST("density" AS REAL)) OVER (PARTITION BY "quality") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8f8e96a6d0e0e597199af70a67d86c0ccc7171c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"quality\",\n AVG(CAST(\"density\" AS REAL)) OVER (PARTITION BY \"quality\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"quality\\\",\\n AVG(CAST(\\\"density\\\" AS REAL)) OVER (PARTITION BY \\\"quality\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"quality\", \"avg_measure\"], \"rows\": [{\"quality\": \"5\", \"avg_measure\": 0.9952625703500343}, {\"quality\": \"3\", \"avg_measure\": 0.9948840000000001}, {\"quality\": \"4\", \"avg_measure\": 0.9942766871165645}, {\"quality\": \"6\", \"avg_measure\": 0.9939613489535942}, {\"quality\": \"7\", \"avg_measure\": 0.9924523977272728}, {\"quality\": \"8\", \"avg_measure\": 0.9922359428571429}, {\"quality\": \"9\", \"avg_measure\": 0.99146}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 17.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..73ef5ffee71316b937cc66314e826814fe96a7a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:05:45.792094+00:00", + "ended_at": "2026-05-04T09:06:00.027345+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_25375a42a3d75b58", + "problem_id": "v2p_n3_0a566a92ab94ac31", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=density.", + "bindings": { + "group_col": "quality", + "measure_col": "density", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_25375a42a3d75b58.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_25375a42a3d75b58", + "api_calls": 0, + "input_tokens": 22299, + "cached_input_tokens": 21888, + "output_tokens": 134, + "total_tokens": 22433, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2208, + "estimated_output_tokens": 93, + "estimated_total_tokens": 2301, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14186.81, + "sql_execution_elapsed_ms_total": 17.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_25375a42a3d75b58\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d32bd11f49d40e4cc4d1356100161132c684fc8a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_25375a42a3d75b58/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:06:00.001046+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14186.81, "started_at": "2026-05-04T09:05:45.794486+00:00", "ended_at": "2026-05-04T09:05:59.979228+00:00", "prompt_metrics": {"chars": 7747, "bytes_utf8": 7747, "lines": 240, "estimated_tokens": 2208}, "response_metrics": {"chars": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 22299, "cached_input_tokens": 21888, "output_tokens": 134}, "stderr_preview": "2026-05-04T09:05:49.474962Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:05:51.861911Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc8c8646558c79e4d8dedff60e906f15c9616eec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df243-5759-7c41-b5d2-9b93eb5c9775"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"free sulfur dioxide\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned grouped-mean template with \\\"fixed acidity\\\" as the grouping column and cast the TEXT-typed measure \\\"free sulfur dioxide\\\" to REAL for SQLite-compatible averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22294,"cached_input_tokens":20864,"output_tokens":183}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7b7a19146da58314e85b2efe84e58f36cebd5f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"fixed acidity\", AVG(CAST(\"free sulfur dioxide\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY avg_measure DESC;","notes":"Used the planned grouped-mean template with \"fixed acidity\" as the grouping column and cast the TEXT-typed measure \"free sulfur dioxide\" to REAL for SQLite-compatible averaging."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7573d8293916dde8544d56f1471e2e61c11741c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:13:12.884741Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:13:15.287368Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:13:24.801381Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1470e0bc34496576fba85c4f4b35e409420194e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide. +Result preview: [{"fixed acidity": "4.5", "avg_measure": 89.0}, {"fixed acidity": "4.2", "avg_measure": 78.5}, {"fixed acidity": "7.15", "avg_measure": 56.0}, {"fixed acidity": "6.45", "avg_measure": 51.0}, {"fixed acidity": "4.9", "avg_measure": 47.857142857142854}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..200562fb26a743bfa5c33762fe71e6d76352d85f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_26c7dc186db3c22c +-- problem_id: v2p_n3_17b6fcefd7b6c917 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("free sulfur dioxide" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f38d1a7e8fedc6b62f84b987f40a4cd24fe516d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"fixed acidity\", AVG(CAST(\"free sulfur dioxide\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"free sulfur dioxide\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"4.5\", \"avg_measure\": 89.0}, {\"fixed acidity\": \"4.2\", \"avg_measure\": 78.5}, {\"fixed acidity\": \"7.15\", \"avg_measure\": 56.0}, {\"fixed acidity\": \"6.45\", \"avg_measure\": 51.0}, {\"fixed acidity\": \"4.9\", \"avg_measure\": 47.857142857142854}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 39.00797872340426}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 38.50813008130081}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 38.40584415584416}, {\"fixed acidity\": \"4.4\", \"avg_measure\": 38.0}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 37.674157303370784}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 37.608247422680414}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 37.438709677419354}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 37.15357142857143}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 37.1328125}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 37.014830508474574}, {\"fixed acidity\": \"10.7\", \"avg_measure\": 37.0}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 36.65555555555556}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 36.543103448275865}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 36.294642857142854}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 35.62135922330097}, {\"fixed acidity\": \"6\", \"avg_measure\": 35.494565217391305}, {\"fixed acidity\": \"8\", \"avg_measure\": 35.25625}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 35.1425}, {\"fixed acidity\": \"5\", \"avg_measure\": 35.083333333333336}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 34.623655913978496}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 34.477178423236516}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 34.40909090909091}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 34.4054054054054}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 34.11363636363637}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 34.053719008264466}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 33.64052287581699}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 33.62135922330097}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 33.59139784946237}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 33.57142857142857}, {\"fixed acidity\": \"4.7\", \"avg_measure\": 33.0}, {\"fixed acidity\": \"14.2\", \"avg_measure\": 33.0}, {\"fixed acidity\": \"7\", \"avg_measure\": 32.89224137931034}, {\"fixed acidity\": \"10\", \"avg_measure\": 32.666666666666664}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 32.142857142857146}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 31.928571428571427}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 31.65625}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 31.11111111111111}, {\"fixed acidity\": \"9.3\", \"avg_measure\": 30.666666666666668}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 29.333333333333332}, {\"fixed acidity\": \"9.6\", \"avg_measure\": 29.1}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 29.095238095238095}, {\"fixed acidity\": \"3.9\", \"avg_measure\": 29.0}, {\"fixed acidity\": \"4.8\", \"avg_measure\": 28.666666666666668}, {\"fixed acidity\": \"5.1\", \"avg_measure\": 28.565217391304348}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 28.507042253521128}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.1}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f9baa313d6639a2253b6d714224291a2debeb130 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:13:12.640380+00:00", + "ended_at": "2026-05-04T09:13:25.818189+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_26c7dc186db3c22c", + "problem_id": "v2p_n3_17b6fcefd7b6c917", + "dataset_id": "n3", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_26c7dc186db3c22c.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_26c7dc186db3c22c", + "api_calls": 0, + "input_tokens": 22294, + "cached_input_tokens": 20864, + "output_tokens": 183, + "total_tokens": 22477, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2203, + "estimated_output_tokens": 92, + "estimated_total_tokens": 2295, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13140.93, + "sql_execution_elapsed_ms_total": 5.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_26c7dc186db3c22c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3470942cab9484596bc534740516c6ef765b9da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_26c7dc186db3c22c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:13:25.805543+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13140.93, "started_at": "2026-05-04T09:13:12.644290+00:00", "ended_at": "2026-05-04T09:13:25.785374+00:00", "prompt_metrics": {"chars": 7709, "bytes_utf8": 7709, "lines": 240, "estimated_tokens": 2203}, "response_metrics": {"chars": 396, "bytes_utf8": 396, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 22294, "cached_input_tokens": 20864, "output_tokens": 183}, "stderr_preview": "2026-05-04T09:13:12.884741Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:13:15.287368Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=pH.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "pH", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0d9f74875eb74dea11d73b3505edfcbd6f3fd35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24d-5c5b-7b73-85c5-a168a21e03e8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n CAST(\\\"pH\\\" AS REAL) AS \\\"pH_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"pH\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"pH\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"pH_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"fixed acidity\\\" group by ordering CAST(\\\"pH\\\" AS REAL) within each group and selecting the first value at rank CEIL(0.9 * group_size).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22329,"cached_input_tokens":21888,"output_tokens":460}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7f498b5f90b4365189da30f98a5c46050d6ba9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"fixed acidity\",\n CAST(\"pH\" AS REAL) AS \"pH_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"pH\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"pH\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"fixed acidity\",\n \"pH_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"fixed acidity\",\n \"percentile_measure\"\nFROM \"picked\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \"fixed acidity\" group by ordering CAST(\"pH\" AS REAL) within each group and selecting the first value at rank CEIL(0.9 * group_size)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ded02930c84a00f4f797fd8b9e70d78cf0a5eef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:24:09.497034Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:24:11.866473Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:24:26.088158Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..980486e003dfd690f5148292b0207c7c500f9090 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=pH. +Result preview: [{"fixed acidity": "4.6", "percentile_measure": 3.79}, {"fixed acidity": "4.7", "percentile_measure": 3.76}, {"fixed acidity": "3.8", "percentile_measure": 3.75}, {"fixed acidity": "5", "percentile_measure": 3.67}, {"fixed acidity": "4.8", "percentile_measure": 3.66}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a24c17fd6864fab108788b11b287ebec52c664b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/generated_sql.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_2700498c093f25bd +-- problem_id: v2p_n3_2862c7d41af69b6e +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "fixed acidity", + CAST("pH" AS REAL) AS "pH_value", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY CAST("pH" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "n3" + WHERE "fixed acidity" IS NOT NULL + AND "pH" IS NOT NULL +), +"picked" AS ( + SELECT + "fixed acidity", + "pH_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "fixed acidity", + "percentile_measure" +FROM "picked" +WHERE "pick_rank" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65facfdcd1505e75a83ad71592c9aaf6d458807c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"fixed acidity\",\n CAST(\"pH\" AS REAL) AS \"pH_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"pH\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"pH\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"fixed acidity\",\n \"pH_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"fixed acidity\",\n \"percentile_measure\"\nFROM \"picked\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n CAST(\\\"pH\\\" AS REAL) AS \\\"pH_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"pH\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"pH\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"pH_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"fixed acidity\", \"percentile_measure\"], \"rows\": [{\"fixed acidity\": \"4.6\", \"percentile_measure\": 3.79}, {\"fixed acidity\": \"4.7\", \"percentile_measure\": 3.76}, {\"fixed acidity\": \"3.8\", \"percentile_measure\": 3.75}, {\"fixed acidity\": \"5\", \"percentile_measure\": 3.67}, {\"fixed acidity\": \"4.8\", \"percentile_measure\": 3.66}, {\"fixed acidity\": \"4.2\", \"percentile_measure\": 3.65}, {\"fixed acidity\": \"3.9\", \"percentile_measure\": 3.57}, {\"fixed acidity\": \"5.3\", \"percentile_measure\": 3.57}, {\"fixed acidity\": \"5.2\", \"percentile_measure\": 3.55}, {\"fixed acidity\": \"5.1\", \"percentile_measure\": 3.51}, {\"fixed acidity\": \"5.5\", \"percentile_measure\": 3.5}, {\"fixed acidity\": \"5.6\", \"percentile_measure\": 3.49}, {\"fixed acidity\": \"4.4\", \"percentile_measure\": 3.48}, {\"fixed acidity\": \"5.4\", \"percentile_measure\": 3.48}, {\"fixed acidity\": \"4.9\", \"percentile_measure\": 3.47}, {\"fixed acidity\": \"5.9\", \"percentile_measure\": 3.47}, {\"fixed acidity\": \"5.7\", \"percentile_measure\": 3.44}, {\"fixed acidity\": \"6\", \"percentile_measure\": 3.44}, {\"fixed acidity\": \"5.8\", \"percentile_measure\": 3.43}, {\"fixed acidity\": \"6.3\", \"percentile_measure\": 3.42}, {\"fixed acidity\": \"6.1\", \"percentile_measure\": 3.4}, {\"fixed acidity\": \"6.2\", \"percentile_measure\": 3.4}, {\"fixed acidity\": \"6.15\", \"percentile_measure\": 3.39}, {\"fixed acidity\": \"6.4\", \"percentile_measure\": 3.39}, {\"fixed acidity\": \"7\", \"percentile_measure\": 3.37}, {\"fixed acidity\": \"6.5\", \"percentile_measure\": 3.36}, {\"fixed acidity\": \"6.6\", \"percentile_measure\": 3.36}, {\"fixed acidity\": \"6.7\", \"percentile_measure\": 3.36}, {\"fixed acidity\": \"6.9\", \"percentile_measure\": 3.36}, {\"fixed acidity\": \"7.3\", \"percentile_measure\": 3.36}, {\"fixed acidity\": \"7.4\", \"percentile_measure\": 3.36}, {\"fixed acidity\": \"7.1\", \"percentile_measure\": 3.35}, {\"fixed acidity\": \"7.2\", \"percentile_measure\": 3.35}, {\"fixed acidity\": \"7.7\", \"percentile_measure\": 3.35}, {\"fixed acidity\": \"4.5\", \"percentile_measure\": 3.34}, {\"fixed acidity\": \"8.4\", \"percentile_measure\": 3.34}, {\"fixed acidity\": \"6.8\", \"percentile_measure\": 3.33}, {\"fixed acidity\": \"7.5\", \"percentile_measure\": 3.29}, {\"fixed acidity\": \"7.9\", \"percentile_measure\": 3.29}, {\"fixed acidity\": \"8.3\", \"percentile_measure\": 3.28}, {\"fixed acidity\": \"8.8\", \"percentile_measure\": 3.28}, {\"fixed acidity\": \"6.45\", \"percentile_measure\": 3.27}, {\"fixed acidity\": \"8.1\", \"percentile_measure\": 3.27}, {\"fixed acidity\": \"8.7\", \"percentile_measure\": 3.27}, {\"fixed acidity\": \"7.8\", \"percentile_measure\": 3.26}, {\"fixed acidity\": \"8\", \"percentile_measure\": 3.26}, {\"fixed acidity\": \"7.6\", \"percentile_measure\": 3.25}, {\"fixed acidity\": \"8.2\", \"percentile_measure\": 3.23}, {\"fixed acidity\": \"9.1\", \"percentile_measure\": 3.23}, {\"fixed acidity\": \"9\", \"percentile_measure\": 3.21}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 19.5}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0306fdcfa3697eb669fa0324a9af3b20133e1faf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:24:09.285081+00:00", + "ended_at": "2026-05-04T09:24:26.673163+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_2700498c093f25bd", + "problem_id": "v2p_n3_2862c7d41af69b6e", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=pH.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "pH", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_2700498c093f25bd.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_2700498c093f25bd", + "api_calls": 0, + "input_tokens": 22329, + "cached_input_tokens": 21888, + "output_tokens": 460, + "total_tokens": 22789, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2238, + "estimated_output_tokens": 325, + "estimated_total_tokens": 2563, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17334.7, + "sql_execution_elapsed_ms_total": 19.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_2700498c093f25bd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b4db1e71f14b9aeb2a6e77e66c854ae4dbb9a566 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:24:26.644447+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17334.7, "started_at": "2026-05-04T09:24:09.288239+00:00", "ended_at": "2026-05-04T09:24:26.622860+00:00", "prompt_metrics": {"chars": 7845, "bytes_utf8": 7845, "lines": 240, "estimated_tokens": 2238}, "response_metrics": {"chars": 1098, "bytes_utf8": 1098, "lines": 1, "estimated_tokens": 325}, "usage": {"input_tokens": 22329, "cached_input_tokens": 21888, "output_tokens": 460}, "stderr_preview": "2026-05-04T09:24:09.497034Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:24:11.866473Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"fixed acidity\\\" group by ordering CAST"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c820166ff1d127fc73ddf45b59804910f94a3d7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2700498c093f25bd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_2700498c093f25bd", + "api_calls": 0, + "input_tokens": 22329, + "cached_input_tokens": 21888, + "output_tokens": 460, + "total_tokens": 22789, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2238, + "estimated_output_tokens": 325, + "estimated_total_tokens": 2563, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17334.7, + "sql_execution_elapsed_ms_total": 19.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_2700498c093f25bd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..531fd54ec25a5b96596731d41d3bebefd7ebe1a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7900, "bytes_utf8": 7900, "lines": 243, "estimated_tokens": 2258}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 461, "bytes_utf8": 461, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22349, "cached_input_tokens": 19840, "output_tokens": 127}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1eee204f53c2633e1231a86a0b0d937da52267d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_295d25279ddb94f3", + "api_calls": 0, + "input_tokens": 22349, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 22476, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2258, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2369, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10755.42, + "sql_execution_elapsed_ms_total": 3.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_295d25279ddb94f3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..267631a1925bb6fc78448cfa202774db1277b356 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:59:16.846704+00:00", + "ended_at": "2026-05-04T08:59:27.601925+00:00", + "elapsed_ms": 10755.42, + "prompt_metrics": { + "chars": 7900, + "bytes_utf8": 7900, + "lines": 243, + "estimated_tokens": 2258 + }, + "stdout_metrics": { + "chars": 782, + "bytes_utf8": 782, + "lines": 4, + "estimated_tokens": 210 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13211 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 461, + "bytes_utf8": 461, + "lines": 1, + "estimated_tokens": 111 + }, + "usage": { + "input_tokens": 22349, + "cached_input_tokens": 19840, + "output_tokens": 127 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1954d294ea500d6accccc7ba4eb39edc9ff9fc22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=quality, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1058daa3f231e564665614e73d465bc514ca6c63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df236-9696-7990-899b-d2fc720beeb7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with both group_col and condition_col bound to \\\"quality\\\" and condition_value fixed to '6'. Since the schema stores values as TEXT, the condition value is quoted as a string literal.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22349,"cached_input_tokens":19840,"output_tokens":127}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3498ade6ff6f9a63c3f987c89d256d6d11d8f7e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"quality\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with both group_col and condition_col bound to \"quality\" and condition_value fixed to '6'. Since the schema stores values as TEXT, the condition value is quoted as a string literal."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e886f9f56a64f7119398aab7f8c2067c0f10688 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:59:17.079164Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:59:19.489501Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:59:26.664171Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bad7e2e58e9b820e10b83054cf507628542fa86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=quality, condition_col=quality. +Result preview: [{"quality": "6", "condition_rate": 1.0}, {"quality": "9", "condition_rate": 0.0}, {"quality": "8", "condition_rate": 0.0}, {"quality": "7", "condition_rate": 0.0}, {"quality": "5", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9fd68b0377ae6714781695cb273aa1aa9b665705 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_295d25279ddb94f3 +-- problem_id: v2p_n3_b16fb37e933e268c +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "quality" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b063525483cf30ebd3148febfea60c42b79199c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"quality\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"quality\", \"condition_rate\"], \"rows\": [{\"quality\": \"6\", \"condition_rate\": 1.0}, {\"quality\": \"9\", \"condition_rate\": 0.0}, {\"quality\": \"8\", \"condition_rate\": 0.0}, {\"quality\": \"7\", \"condition_rate\": 0.0}, {\"quality\": \"5\", \"condition_rate\": 0.0}, {\"quality\": \"4\", \"condition_rate\": 0.0}, {\"quality\": \"3\", \"condition_rate\": 0.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.39}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f3eb03d4ec295a74172f4c583ee700d25e909849 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:59:16.844194+00:00", + "ended_at": "2026-05-04T08:59:27.631956+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_295d25279ddb94f3", + "problem_id": "v2p_n3_b16fb37e933e268c", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=quality, condition_col=quality.", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_295d25279ddb94f3.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_295d25279ddb94f3", + "api_calls": 0, + "input_tokens": 22349, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 22476, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2258, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2369, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10755.42, + "sql_execution_elapsed_ms_total": 3.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_295d25279ddb94f3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..442e0e0102d7bee2a6bb93254277eada8136fe22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_295d25279ddb94f3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:59:27.619092+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10755.42, "started_at": "2026-05-04T08:59:16.846704+00:00", "ended_at": "2026-05-04T08:59:27.601925+00:00", "prompt_metrics": {"chars": 7900, "bytes_utf8": 7900, "lines": 243, "estimated_tokens": 2258}, "response_metrics": {"chars": 461, "bytes_utf8": 461, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22349, "cached_input_tokens": 19840, "output_tokens": 127}, "stderr_preview": "2026-05-04T08:59:17.079164Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:59:19.489501Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_297ca39acac05dfc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_297ca39acac05dfc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b26ff1d3bc76a787c6c2e8c3938d1fd734f79ea5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_297ca39acac05dfc/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_297ca39acac05dfc\n-- problem_id: v2p_n3_e0bbc78b8c96de83\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"fixed acidity\",\n COUNT(*) AS support,\n AVG(\"residual sugar\") AS avg_response\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_297ca39acac05dfc\\n-- problem_id: v2p_n3_e0bbc78b8c96de83\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"fixed acidity\\\",\\n COUNT(*) AS support,\\n AVG(\\\"residual sugar\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"fixed acidity\", \"support\", \"avg_response\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"support\": 308, \"avg_response\": 7.397564935064935}, {\"fixed acidity\": \"6.6\", \"support\": 290, \"avg_response\": 6.7717241379310344}, {\"fixed acidity\": \"6.4\", \"support\": 280, \"avg_response\": 6.071428571428571}, {\"fixed acidity\": \"6.9\", \"support\": 241, \"avg_response\": 6.834647302904565}, {\"fixed acidity\": \"6.7\", \"support\": 236, \"avg_response\": 6.464618644067797}, {\"fixed acidity\": \"7\", \"support\": 232, \"avg_response\": 6.606681034482759}, {\"fixed acidity\": \"6.5\", \"support\": 225, \"avg_response\": 6.781777777777778}, {\"fixed acidity\": \"7.2\", \"support\": 206, \"avg_response\": 7.028398058252427}, {\"fixed acidity\": \"7.1\", \"support\": 200, \"avg_response\": 6.7505}, {\"fixed acidity\": \"7.4\", \"support\": 194, \"avg_response\": 8.110824742268042}, {\"fixed acidity\": \"6.2\", \"support\": 192, \"avg_response\": 6.155989583333334}, {\"fixed acidity\": \"6.3\", \"support\": 188, \"avg_response\": 6.098404255319149}, {\"fixed acidity\": \"6\", \"support\": 184, \"avg_response\": 5.330978260869565}, {\"fixed acidity\": \"7.3\", \"support\": 178, \"avg_response\": 7.468820224719101}, {\"fixed acidity\": \"6.1\", \"support\": 155, \"avg_response\": 5.644516129032258}, {\"fixed acidity\": \"7.6\", \"support\": 153, \"avg_response\": 6.902287581699346}, {\"fixed acidity\": \"7.5\", \"support\": 123, \"avg_response\": 7.651219512195122}, {\"fixed acidity\": \"5.8\", \"support\": 121, \"avg_response\": 4.360743801652893}, {\"fixed acidity\": \"5.9\", \"support\": 103, \"avg_response\": 4.824757281553398}, {\"fixed acidity\": \"7.7\", \"support\": 93, \"avg_response\": 7.224731182795699}, {\"fixed acidity\": \"7.8\", \"support\": 93, \"avg_response\": 6.823655913978495}, {\"fixed acidity\": \"5.7\", \"support\": 88, \"avg_response\": 6.48125}, {\"fixed acidity\": \"8\", \"support\": 80, \"avg_response\": 7.194374999999999}, {\"fixed acidity\": \"7.9\", \"support\": 74, \"avg_response\": 6.587162162162162}, {\"fixed acidity\": \"5.6\", \"support\": 71, \"avg_response\": 4.325352112676057}, {\"fixed acidity\": \"8.1\", \"support\": 56, \"avg_response\": 5.885714285714286}, {\"fixed acidity\": \"8.2\", \"support\": 56, \"avg_response\": 5.330357142857143}, {\"fixed acidity\": \"8.3\", \"support\": 52, \"avg_response\": 6.147115384615384}, {\"fixed acidity\": \"8.4\", \"support\": 35, \"avg_response\": 8.014285714285714}, {\"fixed acidity\": \"8.5\", \"support\": 32, \"avg_response\": 6.5140625000000005}, {\"fixed acidity\": \"5.5\", \"support\": 31, \"avg_response\": 2.8483870967741933}, {\"fixed acidity\": \"5.4\", \"support\": 28, \"avg_response\": 3.7160714285714285}, {\"fixed acidity\": \"5.2\", \"support\": 28, \"avg_response\": 3.332142857142857}, {\"fixed acidity\": \"5.3\", \"support\": 27, \"avg_response\": 3.903703703703704}, {\"fixed acidity\": \"8.6\", \"support\": 25, \"avg_response\": 4.428}, {\"fixed acidity\": \"5\", \"support\": 24, \"avg_response\": 4.947916666666667}, {\"fixed acidity\": \"5.1\", \"support\": 23, \"avg_response\": 3.4152173913043478}, {\"fixed acidity\": \"9.2\", \"support\": 21, \"avg_response\": 4.376190476190477}, {\"fixed acidity\": \"8.8\", \"support\": 18, \"avg_response\": 6.197222222222222}, {\"fixed acidity\": \"9\", \"support\": 17, \"avg_response\": 5.670588235294118}, {\"fixed acidity\": \"8.9\", \"support\": 16, \"avg_response\": 3.990625}, {\"fixed acidity\": \"8.7\", \"support\": 15, \"avg_response\": 7.946666666666667}, {\"fixed acidity\": \"9.4\", \"support\": 11, \"avg_response\": 4.8500000000000005}, {\"fixed acidity\": \"4.8\", \"support\": 9, \"avg_response\": 4.588888888888889}, {\"fixed acidity\": \"9.8\", \"support\": 8, \"avg_response\": 7.56875}, {\"fixed acidity\": \"4.9\", \"support\": 7, \"avg_response\": 2.7785714285714285}, {\"fixed acidity\": \"9.1\", \"support\": 6, \"avg_response\": 3.1666666666666665}, {\"fixed acidity\": \"4.7\", \"support\": 5, \"avg_response\": 1.72}, {\"fixed acidity\": \"9.6\", \"support\": 5, \"avg_response\": 1.49}], \"row_count_returned\": 49, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.88}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_297ca39acac05dfc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_297ca39acac05dfc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bc301cc34c8f7fddee69e55648fc21a825f85d2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_297ca39acac05dfc/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.088477+00:00", + "ended_at": "2026-05-04T09:37:05.095611+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_297ca39acac05dfc", + "problem_id": "v2p_n3_e0bbc78b8c96de83", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=residual sugar, key_col=fixed acidity.", + "bindings": { + "key_col": "fixed acidity", + "measure_col": "residual sugar", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_297ca39acac05dfc.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_297ca39acac05dfc/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_297ca39acac05dfc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_297ca39acac05dfc/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..caf0c5316ea8f707229a9a797ca27a9189648e32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"sulphates": "0.5", "support": 249, "avg_response": 8.137951807228916}, {"sulphates": "0.46", "support": 225, "avg_response": 6.955777777777778}, {"sulphates": "0.44", "support": 216, "avg_response": 6.878703703703703}, {"sulphates": "0.38", "support": 214, "avg_response": 6.867990654205608}, {"sulphates": "0.42", "support": 181, "avg_response": 6.2229281767955795}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..42c604f9ac27096c18f5e3d9b20196806eafe775 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_299fef7d0c7e65e0 +-- problem_id: v2p_n3_998249dd1e0363c0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "sulphates", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f4f290ae673eac82661220aa2f444da86dae31a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_299fef7d0c7e65e0\n-- problem_id: v2p_n3_998249dd1e0363c0\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"sulphates\",\n COUNT(*) AS support,\n AVG(\"residual sugar\") AS avg_response\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_299fef7d0c7e65e0\\n-- problem_id: v2p_n3_998249dd1e0363c0\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"sulphates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"residual sugar\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"sulphates\", \"support\", \"avg_response\"], \"rows\": [{\"sulphates\": \"0.5\", \"support\": 249, \"avg_response\": 8.137951807228916}, {\"sulphates\": \"0.46\", \"support\": 225, \"avg_response\": 6.955777777777778}, {\"sulphates\": \"0.44\", \"support\": 216, \"avg_response\": 6.878703703703703}, {\"sulphates\": \"0.38\", \"support\": 214, \"avg_response\": 6.867990654205608}, {\"sulphates\": \"0.42\", \"support\": 181, \"avg_response\": 6.2229281767955795}, {\"sulphates\": \"0.48\", \"support\": 179, \"avg_response\": 6.476256983240224}, {\"sulphates\": \"0.45\", \"support\": 178, \"avg_response\": 6.55308988764045}, {\"sulphates\": \"0.47\", \"support\": 172, \"avg_response\": 6.324127906976744}, {\"sulphates\": \"0.4\", \"support\": 168, \"avg_response\": 5.636607142857143}, {\"sulphates\": \"0.54\", \"support\": 167, \"avg_response\": 6.094910179640719}, {\"sulphates\": \"0.49\", \"support\": 166, \"avg_response\": 7.229216867469879}, {\"sulphates\": \"0.43\", \"support\": 161, \"avg_response\": 6.541925465838509}, {\"sulphates\": \"0.52\", \"support\": 156, \"avg_response\": 6.346474358974358}, {\"sulphates\": \"0.39\", \"support\": 151, \"avg_response\": 5.9341059602649}, {\"sulphates\": \"0.51\", \"support\": 140, \"avg_response\": 6.615}, {\"sulphates\": \"0.41\", \"support\": 139, \"avg_response\": 6.627338129496403}, {\"sulphates\": \"0.53\", \"support\": 135, \"avg_response\": 6.8970370370370375}, {\"sulphates\": \"0.37\", \"support\": 129, \"avg_response\": 6.333720930232558}, {\"sulphates\": \"0.36\", \"support\": 120, \"avg_response\": 6.2804166666666665}, {\"sulphates\": \"0.56\", \"support\": 108, \"avg_response\": 6.609259259259259}, {\"sulphates\": \"0.55\", \"support\": 102, \"avg_response\": 5.538725490196079}, {\"sulphates\": \"0.58\", \"support\": 99, \"avg_response\": 6.348484848484849}, {\"sulphates\": \"0.59\", \"support\": 97, \"avg_response\": 6.304639175257732}, {\"sulphates\": \"0.6\", \"support\": 88, \"avg_response\": 6.230681818181818}, {\"sulphates\": \"0.35\", \"support\": 85, \"avg_response\": 6.82764705882353}, {\"sulphates\": \"0.34\", \"support\": 84, \"avg_response\": 6.120833333333333}, {\"sulphates\": \"0.57\", \"support\": 83, \"avg_response\": 6.30843373493976}, {\"sulphates\": \"0.62\", \"support\": 68, \"avg_response\": 4.538970588235294}, {\"sulphates\": \"0.64\", \"support\": 67, \"avg_response\": 5.447014925373134}, {\"sulphates\": \"0.33\", \"support\": 59, \"avg_response\": 5.239830508474576}, {\"sulphates\": \"0.32\", \"support\": 54, \"avg_response\": 4.622222222222222}, {\"sulphates\": \"0.63\", \"support\": 48, \"avg_response\": 6.320833333333333}, {\"sulphates\": \"0.61\", \"support\": 45, \"avg_response\": 6.435555555555556}, {\"sulphates\": \"0.68\", \"support\": 44, \"avg_response\": 5.096590909090909}, {\"sulphates\": \"0.66\", \"support\": 36, \"avg_response\": 5.290277777777778}, {\"sulphates\": \"0.67\", \"support\": 35, \"avg_response\": 7.83}, {\"sulphates\": \"0.31\", \"support\": 35, \"avg_response\": 5.3671428571428565}, {\"sulphates\": \"0.72\", \"support\": 33, \"avg_response\": 4.621212121212121}, {\"sulphates\": \"0.3\", \"support\": 31, \"avg_response\": 6.748387096774193}, {\"sulphates\": \"0.69\", \"support\": 30, \"avg_response\": 7.203333333333333}, {\"sulphates\": \"0.65\", \"support\": 28, \"avg_response\": 4.935714285714285}, {\"sulphates\": \"0.7\", \"support\": 27, \"avg_response\": 4.512962962962963}, {\"sulphates\": \"0.75\", \"support\": 22, \"avg_response\": 7.125}, {\"sulphates\": \"0.78\", \"support\": 19, \"avg_response\": 8.51842105263158}, {\"sulphates\": \"0.76\", \"support\": 19, \"avg_response\": 5.563157894736842}, {\"sulphates\": \"0.74\", \"support\": 19, \"avg_response\": 3.4947368421052634}, {\"sulphates\": \"0.71\", \"support\": 18, \"avg_response\": 5.199999999999999}, {\"sulphates\": \"0.79\", \"support\": 16, \"avg_response\": 7.6812499999999995}, {\"sulphates\": \"0.29\", \"support\": 16, \"avg_response\": 7.296875}, {\"sulphates\": \"0.77\", \"support\": 16, \"avg_response\": 5.603125}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.0}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5bd357b78a0072ddad6122c3ddf26441f4d96aa1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.455478+00:00", + "ended_at": "2026-05-04T09:37:05.463050+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_299fef7d0c7e65e0", + "problem_id": "v2p_n3_998249dd1e0363c0", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=residual sugar, key_col=sulphates.", + "bindings": { + "key_col": "sulphates", + "measure_col": "residual sugar", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=36", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 36, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_299fef7d0c7e65e0.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b39bff52617fca8669510977f27a245bdd1f8d1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7754, "bytes_utf8": 7754, "lines": 240, "estimated_tokens": 2211}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22302, "cached_input_tokens": 21888, "output_tokens": 158}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..acd90a2eb0d81381cc71d82110888f5ab5c9719b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_2b91de3985da5786", + "api_calls": 0, + "input_tokens": 22302, + "cached_input_tokens": 21888, + "output_tokens": 158, + "total_tokens": 22460, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2211, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2310, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12955.6, + "sql_execution_elapsed_ms_total": 14.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_2b91de3985da5786\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c74cc93028f5cc2df749b9ab5fa7bdff474c48bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:04:31.145005+00:00", + "ended_at": "2026-05-04T09:04:44.100389+00:00", + "elapsed_ms": 12955.6, + "prompt_metrics": { + "chars": 7754, + "bytes_utf8": 7754, + "lines": 240, + "estimated_tokens": 2211 + }, + "stdout_metrics": { + "chars": 759, + "bytes_utf8": 759, + "lines": 4, + "estimated_tokens": 206 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13224 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 431, + "bytes_utf8": 431, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 22302, + "cached_input_tokens": 21888, + "output_tokens": 158 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec36b2ad7500e510ba7318ad1b6540f572fdba51 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=chlorides.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a410af51ad6401181b9d9d03ba65f85fc7f437f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23b-6234-7ca1-84c3-56889662c0b4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"quality\\\",\\n AVG(CAST(\\\"chlorides\\\" AS REAL)) OVER (PARTITION BY \\\"quality\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col bound to \\\"quality\\\" and measure_col bound to \\\"chlorides\\\". Cast \\\"chlorides\\\" from TEXT to REAL for SQLite-compatible numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22302,"cached_input_tokens":21888,"output_tokens":158}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..086f31531c7e36712f6e8c7c72842a131118697f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"quality\",\n AVG(CAST(\"chlorides\" AS REAL)) OVER (PARTITION BY \"quality\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Window Partition Average template with group_col bound to \"quality\" and measure_col bound to \"chlorides\". Cast \"chlorides\" from TEXT to REAL for SQLite-compatible numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..058fdc7df189c6435780b1b12d718971c7531148 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:04:31.345635Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:04:33.808445Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:04:43.385175Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..22f58446f174e29e86dacd52912d513c78b95c77 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=chlorides. +Result preview: [{"quality": "3", "avg_measure": 0.0543}, {"quality": "5", "avg_measure": 0.051546328071379544}, {"quality": "4", "avg_measure": 0.050098159509202454}, {"quality": "6", "avg_measure": 0.04521747042766151}, {"quality": "8", "avg_measure": 0.03831428571428572}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..92a01c9aec6cace445b3358dc1cbfe00075f49b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_2b91de3985da5786 +-- problem_id: v2p_n3_cda92ae8de4f134e +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "quality", + AVG(CAST("chlorides" AS REAL)) OVER (PARTITION BY "quality") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b37f963866f2ae51c9fef7803e79efacbc186baf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"quality\",\n AVG(CAST(\"chlorides\" AS REAL)) OVER (PARTITION BY \"quality\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"quality\\\",\\n AVG(CAST(\\\"chlorides\\\" AS REAL)) OVER (PARTITION BY \\\"quality\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"quality\", \"avg_measure\"], \"rows\": [{\"quality\": \"3\", \"avg_measure\": 0.0543}, {\"quality\": \"5\", \"avg_measure\": 0.051546328071379544}, {\"quality\": \"4\", \"avg_measure\": 0.050098159509202454}, {\"quality\": \"6\", \"avg_measure\": 0.04521747042766151}, {\"quality\": \"8\", \"avg_measure\": 0.03831428571428572}, {\"quality\": \"7\", \"avg_measure\": 0.03819090909090909}, {\"quality\": \"9\", \"avg_measure\": 0.0274}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.31}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bea247cb75def47a331d3b925f633d74b672f5c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:04:31.142536+00:00", + "ended_at": "2026-05-04T09:04:44.145765+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_2b91de3985da5786", + "problem_id": "v2p_n3_cda92ae8de4f134e", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=chlorides.", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_2b91de3985da5786.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_2b91de3985da5786", + "api_calls": 0, + "input_tokens": 22302, + "cached_input_tokens": 21888, + "output_tokens": 158, + "total_tokens": 22460, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2211, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2310, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12955.6, + "sql_execution_elapsed_ms_total": 14.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_2b91de3985da5786\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..24be2ac2f0da5ca49fd17e5deb7bfc9d001bd491 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2b91de3985da5786/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:04:44.123501+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12955.6, "started_at": "2026-05-04T09:04:31.145005+00:00", "ended_at": "2026-05-04T09:04:44.100389+00:00", "prompt_metrics": {"chars": 7754, "bytes_utf8": 7754, "lines": 240, "estimated_tokens": 2211}, "response_metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22302, "cached_input_tokens": 21888, "output_tokens": 158}, "stderr_preview": "2026-05-04T09:04:31.345635Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:04:33.808445Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2dd9d3eab86c124ac7d8ef1e4f49a7efb51c6574 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_2e91fbbf7057b56d\n-- problem_id: v2p_n3_994ffb6b19d7a95c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"free sulfur dioxide\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"free sulfur dioxide\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_2e91fbbf7057b56d\\n-- problem_id: v2p_n3_994ffb6b19d7a95c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"free sulfur dioxide\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"free sulfur dioxide\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"free sulfur dioxide\", \"support\", \"avg_response\"], \"rows\": [{\"free sulfur dioxide\": \"29\", \"support\": 160, \"avg_response\": 6.8775}, {\"free sulfur dioxide\": \"31\", \"support\": 132, \"avg_response\": 6.824242424242424}, {\"free sulfur dioxide\": \"26\", \"support\": 129, \"avg_response\": 6.863565891472868}, {\"free sulfur dioxide\": \"35\", \"support\": 129, \"avg_response\": 6.8534883720930235}, {\"free sulfur dioxide\": \"34\", \"support\": 128, \"avg_response\": 6.89765625}, {\"free sulfur dioxide\": \"36\", \"support\": 127, \"avg_response\": 6.762992125984252}, {\"free sulfur dioxide\": \"24\", \"support\": 118, \"avg_response\": 6.711864406779661}, {\"free sulfur dioxide\": \"33\", \"support\": 112, \"avg_response\": 6.992857142857143}, {\"free sulfur dioxide\": \"28\", \"support\": 112, \"avg_response\": 6.8625}, {\"free sulfur dioxide\": \"37\", \"support\": 111, \"avg_response\": 6.825225225225226}, {\"free sulfur dioxide\": \"25\", \"support\": 111, \"avg_response\": 6.7207207207207205}, {\"free sulfur dioxide\": \"23\", \"support\": 110, \"avg_response\": 6.85}, {\"free sulfur dioxide\": \"32\", \"support\": 109, \"avg_response\": 6.980733944954128}, {\"free sulfur dioxide\": \"41\", \"support\": 104, \"avg_response\": 6.897115384615384}, {\"free sulfur dioxide\": \"40\", \"support\": 103, \"avg_response\": 6.621359223300971}, {\"free sulfur dioxide\": \"38\", \"support\": 102, \"avg_response\": 6.8196078431372555}, {\"free sulfur dioxide\": \"22\", \"support\": 102, \"avg_response\": 6.781372549019609}, {\"free sulfur dioxide\": \"45\", \"support\": 101, \"avg_response\": 6.917821782178218}, {\"free sulfur dioxide\": \"20\", \"support\": 101, \"avg_response\": 6.822772277227723}, {\"free sulfur dioxide\": \"27\", \"support\": 99, \"avg_response\": 6.8373737373737375}, {\"free sulfur dioxide\": \"30\", \"support\": 99, \"avg_response\": 6.785858585858586}, {\"free sulfur dioxide\": \"21\", \"support\": 93, \"avg_response\": 6.906451612903226}, {\"free sulfur dioxide\": \"47\", \"support\": 91, \"avg_response\": 6.886813186813187}, {\"free sulfur dioxide\": \"39\", \"support\": 89, \"avg_response\": 6.8629213483146065}, {\"free sulfur dioxide\": \"17\", \"support\": 89, \"avg_response\": 6.802247191011236}, {\"free sulfur dioxide\": \"42\", \"support\": 86, \"avg_response\": 6.715116279069767}, {\"free sulfur dioxide\": \"19\", \"support\": 84, \"avg_response\": 6.935714285714286}, {\"free sulfur dioxide\": \"49\", \"support\": 82, \"avg_response\": 6.910975609756098}, {\"free sulfur dioxide\": \"18\", \"support\": 80, \"avg_response\": 6.79875}, {\"free sulfur dioxide\": \"15\", \"support\": 79, \"avg_response\": 7.069620253164557}, {\"free sulfur dioxide\": \"44\", \"support\": 75, \"avg_response\": 6.843999999999999}, {\"free sulfur dioxide\": \"52\", \"support\": 72, \"avg_response\": 6.956944444444444}, {\"free sulfur dioxide\": \"14\", \"support\": 68, \"avg_response\": 7.2558823529411764}, {\"free sulfur dioxide\": \"53\", \"support\": 68, \"avg_response\": 6.8999999999999995}, {\"free sulfur dioxide\": \"48\", \"support\": 66, \"avg_response\": 6.803030303030303}, {\"free sulfur dioxide\": \"46\", \"support\": 64, \"avg_response\": 6.9609375}, {\"free sulfur dioxide\": \"50\", \"support\": 64, \"avg_response\": 6.803125}, {\"free sulfur dioxide\": \"43\", \"support\": 63, \"avg_response\": 6.742857142857143}, {\"free sulfur dioxide\": \"54\", \"support\": 61, \"avg_response\": 6.69344262295082}, {\"free sulfur dioxide\": \"16\", \"support\": 58, \"avg_response\": 6.932758620689656}, {\"free sulfur dioxide\": \"55\", \"support\": 58, \"avg_response\": 6.8517241379310345}, {\"free sulfur dioxide\": \"13\", \"support\": 55, \"avg_response\": 6.970909090909091}, {\"free sulfur dioxide\": \"10\", \"support\": 55, \"avg_response\": 6.869090909090909}, {\"free sulfur dioxide\": \"51\", \"support\": 54, \"avg_response\": 6.932407407407408}, {\"free sulfur dioxide\": \"12\", \"support\": 51, \"avg_response\": 6.772549019607843}, {\"free sulfur dioxide\": \"61\", \"support\": 47, \"avg_response\": 6.614893617021276}, {\"free sulfur dioxide\": \"11\", \"support\": 45, \"avg_response\": 7.1577777777777785}, {\"free sulfur dioxide\": \"57\", \"support\": 44, \"avg_response\": 6.677272727272728}, {\"free sulfur dioxide\": \"56\", \"support\": 42, \"avg_response\": 6.788095238095239}, {\"free sulfur dioxide\": \"59\", \"support\": 39, \"avg_response\": 6.8307692307692305}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.52}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b510a6329968d2cd47b6998dd5fdf15a9b1b0bc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.231096+00:00", + "ended_at": "2026-05-04T09:37:05.239134+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_2e91fbbf7057b56d", + "problem_id": "v2p_n3_994ffb6b19d7a95c", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=fixed acidity, key_col=free sulfur dioxide.", + "bindings": { + "key_col": "free sulfur dioxide", + "measure_col": "fixed acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=17", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 17, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_2e91fbbf7057b56d.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef8637ed0af9f2f5466b15dcd007eaba3ed3fb47 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7828, "bytes_utf8": 7828, "lines": 240, "estimated_tokens": 2247}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 469, "bytes_utf8": 469, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22336, "cached_input_tokens": 20864, "output_tokens": 152}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1f5076d0d56c1a7d8453da6b15d33a47eba39748 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_2f87929fa35ca5e7", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 152, + "total_tokens": 22488, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2367, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11760.57, + "sql_execution_elapsed_ms_total": 4.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_2f87929fa35ca5e7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..21e7f3b1ac596ca78953c7032613663330ff9345 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:19:02.361655+00:00", + "ended_at": "2026-05-04T09:19:14.122183+00:00", + "elapsed_ms": 11760.57, + "prompt_metrics": { + "chars": 7828, + "bytes_utf8": 7828, + "lines": 240, + "estimated_tokens": 2247 + }, + "stdout_metrics": { + "chars": 798, + "bytes_utf8": 798, + "lines": 4, + "estimated_tokens": 224 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13178 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 469, + "bytes_utf8": 469, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 152 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7711e50bebb75a99c8c8c9fbeb45d8bc6d288ab2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=sulphates.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "sulphates", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29f9d83ef4333a8e1e70a35472f26f8d73934865 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df248-ad70-7512-bcec-32fc3d027688"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"sulphates\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"fixed acidity\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"fixed acidity\\\", measure_col=\\\"sulphates\\\", and min_group_size=5. CAST to REAL is used because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22336,"cached_input_tokens":20864,"output_tokens":152}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..925149f085d417ff7b4838c91c14961e36ef453b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"fixed acidity\", AVG(CAST(\"sulphates\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY \"fixed acidity\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"fixed acidity\", measure_col=\"sulphates\", and min_group_size=5. CAST to REAL is used because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..839cccbee3d5c3b672e9c061505a0dd43a81edf1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:19:02.583014Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:19:04.952621Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:19:13.342471Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e016b2376d0024a1c06a638750822ba977aaf2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=sulphates. +Result preview: [{"fixed acidity": "4.8", "avg_measure": 0.4511111111111112, "support": 9}, {"fixed acidity": "4.9", "avg_measure": 0.45142857142857146, "support": 7}, {"fixed acidity": "5", "avg_measure": 0.4795833333333333, "support": 24}, {"fixed acidity": "5.1", "avg_measure": 0.43913043478260866, "support": 23}, {"fixed acidity": "5.2", "avg_measure": 0.47964285714285715, "support": 28}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e57a3d072601295e10c853fa567c71b49c6a55e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_2f87929fa35ca5e7 +-- problem_id: v2p_n3_f9500fb94e992690 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("sulphates" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY "fixed acidity"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ea8452dc796cf49ab164c0d6a72d519f765f604 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"fixed acidity\", AVG(CAST(\"sulphates\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY \"fixed acidity\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"sulphates\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"fixed acidity\\\";\", \"columns\": [\"fixed acidity\", \"avg_measure\", \"support\"], \"rows\": [{\"fixed acidity\": \"4.8\", \"avg_measure\": 0.4511111111111112, \"support\": 9}, {\"fixed acidity\": \"4.9\", \"avg_measure\": 0.45142857142857146, \"support\": 7}, {\"fixed acidity\": \"5\", \"avg_measure\": 0.4795833333333333, \"support\": 24}, {\"fixed acidity\": \"5.1\", \"avg_measure\": 0.43913043478260866, \"support\": 23}, {\"fixed acidity\": \"5.2\", \"avg_measure\": 0.47964285714285715, \"support\": 28}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 0.4885185185185185, \"support\": 27}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 0.5396428571428571, \"support\": 28}, {\"fixed acidity\": \"5.5\", \"avg_measure\": 0.4719354838709678, \"support\": 31}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 0.46760563380281694, \"support\": 71}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 0.49477272727272725, \"support\": 88}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 0.4890909090909091, \"support\": 121}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 0.47883495145631066, \"support\": 103}, {\"fixed acidity\": \"6\", \"avg_measure\": 0.4876630434782609, \"support\": 184}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 0.4927741935483871, \"support\": 155}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 0.5010416666666667, \"support\": 192}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 0.4879787234042553, \"support\": 188}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 0.49257142857142855, \"support\": 280}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 0.5013777777777778, \"support\": 225}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 0.4982068965517241, \"support\": 290}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 0.4832627118644068, \"support\": 236}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 0.5013636363636363, \"support\": 308}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 0.4994605809128631, \"support\": 241}, {\"fixed acidity\": \"7\", \"avg_measure\": 0.4756896551724138, \"support\": 232}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 0.50025, \"support\": 200}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 0.4912621359223301, \"support\": 206}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 0.4805056179775281, \"support\": 178}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 0.4892783505154639, \"support\": 194}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 0.4843089430894309, \"support\": 123}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 0.48228758169934643, \"support\": 153}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 0.5037634408602151, \"support\": 93}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 0.48655913978494625, \"support\": 93}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 0.495945945945946, \"support\": 74}, {\"fixed acidity\": \"8\", \"avg_measure\": 0.48587499999999995, \"support\": 80}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 0.4994642857142857, \"support\": 56}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 0.45803571428571427, \"support\": 56}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 0.4988461538461539, \"support\": 52}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 0.4968571428571429, \"support\": 35}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 0.438125, \"support\": 32}, {\"fixed acidity\": \"8.6\", \"avg_measure\": 0.4596, \"support\": 25}, {\"fixed acidity\": \"8.7\", \"avg_measure\": 0.538, \"support\": 15}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 0.5183333333333333, \"support\": 18}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 0.411875, \"support\": 16}, {\"fixed acidity\": \"9\", \"avg_measure\": 0.4123529411764706, \"support\": 17}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 0.47833333333333333, \"support\": 6}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 0.43666666666666665, \"support\": 21}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 0.46181818181818185, \"support\": 11}, {\"fixed acidity\": \"9.8\", \"avg_measure\": 0.4475, \"support\": 8}], \"row_count_returned\": 47, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.32}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f27e8bad1dfeb8a3fba96c373551ea3058151a43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:19:02.358124+00:00", + "ended_at": "2026-05-04T09:19:14.151473+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_2f87929fa35ca5e7", + "problem_id": "v2p_n3_f9500fb94e992690", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=sulphates.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "sulphates", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_2f87929fa35ca5e7.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_2f87929fa35ca5e7", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 152, + "total_tokens": 22488, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2367, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11760.57, + "sql_execution_elapsed_ms_total": 4.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_2f87929fa35ca5e7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a007fa6cc384c1253b8e0c9e8d3e3864d56d081 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:19:14.139099+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11760.57, "started_at": "2026-05-04T09:19:02.361655+00:00", "ended_at": "2026-05-04T09:19:14.122183+00:00", "prompt_metrics": {"chars": 7828, "bytes_utf8": 7828, "lines": 240, "estimated_tokens": 2247}, "response_metrics": {"chars": 469, "bytes_utf8": 469, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22336, "cached_input_tokens": 20864, "output_tokens": 152}, "stderr_preview": "2026-05-04T09:19:02.583014Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:19:04.952621Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"fixed acidity\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"fixed acidity\\\", measure_col=\\\"sulphates\\\", and min_group_size=5. CAST to REAL is used because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8786bdb9ef4b4a6465deba27db5abea44c336b29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_2f87929fa35ca5e7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_2f87929fa35ca5e7", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 152, + "total_tokens": 22488, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2367, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11760.57, + "sql_execution_elapsed_ms_total": 4.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_2f87929fa35ca5e7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1fa3de32f6a69af080e94d7cd1aa2bd72945925e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7928, "bytes_utf8": 7928, "lines": 238, "estimated_tokens": 2286}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1072, "bytes_utf8": 1072, "lines": 1, "estimated_tokens": 323}, "usage": {"input_tokens": 22377, "cached_input_tokens": 20864, "output_tokens": 704}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..69750e2a6518827f444789f95a535e563c8c4e68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_300cffce6b200d9b", + "api_calls": 0, + "input_tokens": 22377, + "cached_input_tokens": 20864, + "output_tokens": 704, + "total_tokens": 23081, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 323, + "estimated_total_tokens": 2609, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21012.01, + "sql_execution_elapsed_ms_total": 8.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_300cffce6b200d9b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2343f06b9efc600fc0acec157f557d69d4a4062e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:35:07.051074+00:00", + "ended_at": "2026-05-04T09:35:28.062811+00:00", + "elapsed_ms": 21012.01, + "prompt_metrics": { + "chars": 7928, + "bytes_utf8": 7928, + "lines": 238, + "estimated_tokens": 2286 + }, + "stdout_metrics": { + "chars": 1509, + "bytes_utf8": 1509, + "lines": 4, + "estimated_tokens": 499 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13257 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1072, + "bytes_utf8": 1072, + "lines": 1, + "estimated_tokens": 323 + }, + "usage": { + "input_tokens": 22377, + "cached_input_tokens": 20864, + "output_tokens": 704 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0960c334b26a16aaea4094f24f685fa254595c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=fixed acidity.", + "planned_template_id": "tpl_m4_global_zscore_outliers", + "bindings": { + "measure_col": "fixed acidity", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e4f7e116e20a982cf4563747f59a8f39baacd29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df257-65b7-7632-9206-f09c745b5964"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_global_zscore_outliers\\nWITH \\\"stats\\\" AS (\\n SELECT\\n AVG(CAST(\\\"fixed acidity\\\" AS REAL)) AS \\\"mean_val\\\",\\n AVG(CAST(\\\"fixed acidity\\\" AS REAL) * CAST(\\\"fixed acidity\\\" AS REAL))\\n - AVG(CAST(\\\"fixed acidity\\\" AS REAL)) * AVG(CAST(\\\"fixed acidity\\\" AS REAL)) AS \\\"var_val\\\"\\n FROM \\\"n3\\\"\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"n3\\\".*,\\n CAST(\\\"fixed acidity\\\" AS REAL) - \\\"stats\\\".\\\"mean_val\\\" AS \\\"centered_value\\\",\\n ((CAST(\\\"fixed acidity\\\" AS REAL) - \\\"stats\\\".\\\"mean_val\\\") * (CAST(\\\"fixed acidity\\\" AS REAL) - \\\"stats\\\".\\\"mean_val\\\"))\\n / NULLIF(\\\"stats\\\".\\\"var_val\\\", 0) AS \\\"z_score_squared\\\"\\n FROM \\\"n3\\\"\\n CROSS JOIN \\\"stats\\\"\\n)\\nSELECT *\\nFROM \\\"scored\\\"\\nWHERE \\\"centered_value\\\" IS NOT NULL\\n AND \\\"z_score_squared\\\" > 4.0\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL) DESC;\",\"notes\":\"Adapted the planned z-score outlier template for SQLite by casting the TEXT measure to REAL and replacing unsupported STDDEV with an equivalent variance-based squared z-score filter (z^2 > 4.0, matching |z| > 2.0).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22377,"cached_input_tokens":20864,"output_tokens":704}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bb119cde3e88e6d2c10ca4a89e846267d058948 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_global_zscore_outliers\nWITH \"stats\" AS (\n SELECT\n AVG(CAST(\"fixed acidity\" AS REAL)) AS \"mean_val\",\n AVG(CAST(\"fixed acidity\" AS REAL) * CAST(\"fixed acidity\" AS REAL))\n - AVG(CAST(\"fixed acidity\" AS REAL)) * AVG(CAST(\"fixed acidity\" AS REAL)) AS \"var_val\"\n FROM \"n3\"\n),\n\"scored\" AS (\n SELECT\n \"n3\".*,\n CAST(\"fixed acidity\" AS REAL) - \"stats\".\"mean_val\" AS \"centered_value\",\n ((CAST(\"fixed acidity\" AS REAL) - \"stats\".\"mean_val\") * (CAST(\"fixed acidity\" AS REAL) - \"stats\".\"mean_val\"))\n / NULLIF(\"stats\".\"var_val\", 0) AS \"z_score_squared\"\n FROM \"n3\"\n CROSS JOIN \"stats\"\n)\nSELECT *\nFROM \"scored\"\nWHERE \"centered_value\" IS NOT NULL\n AND \"z_score_squared\" > 4.0\nORDER BY CAST(\"fixed acidity\" AS REAL) DESC;","notes":"Adapted the planned z-score outlier template for SQLite by casting the TEXT measure to REAL and replacing unsupported STDDEV with an equivalent variance-based squared z-score filter (z^2 > 4.0, matching |z| > 2.0)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..424de352e7b9127c62754ffa5c9362093d7ec8eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:35:07.237599Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:35:09.562242Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:35:27.303165Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..78d7e8775ffc61e3c2a8cbdd12591d51a20c2fd8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=fixed acidity. +Result preview: [{"fixed acidity": "14.2", "volatile acidity": "0.27", "citric acid": "0.49", "residual sugar": "1.1", "chlorides": "0.037", "free sulfur dioxide": "33", "total sulfur dioxide": "156", "density": "0.992", "pH": "3.15", "sulphates": "0.54", "alcohol": "11.1", "quality": "6", "centered_value": 7.345212331563903, "z_score_squared": 75.77886824008561}, {"fixed acidity": "11.8", "volatile acidity": "0.23", "citric acid": "0.38", "residual sugar": "11.1", "chlorides": "0.034", "free sulfur dioxide": "15", "total sulfur dioxide": "123", "density": "0.9997", "pH": "2.93", "sulphates": "0.55", "alcohol": "9.7", "quality": "3", "centered_value": 4.945212331563904, "z_score_squared": 34.348619931915614}, {"fixed acidity": "10.7", "volatile acidity": "0.22", "citric acid": "0.56", "residual sugar": "8.2", "chlorides": "0.044", "free sulfur dioxide": "37", "total sulfur dioxide": "181", "density": "0.998", "pH": "2.87", "sulphates": "0.68", "alcohol": "9.5", "quality": "6", "centered_value": 3.8452123315639026, "z_score_squared": 20.767301033911107}, {"fixed acidity": "10.7", "volatile acidity": "0.22", "citric acid": "0.56", "residual sugar": "8.2", "chlorides": "0.044", "free sulfur dioxide": "37", "total sulfur dioxide": "181", "density": "0.998", "pH": "2.87", "sulphates": "0.68", "alcohol": "9.5", "quality": "6", "centered_value": 3.8452123315639026, "z_score_squared": 20.767301033911107}, {"fixed acidity": "10.3", "volatile acidity": "0.17", "citric acid": "0.47", "residual sugar": "1.4", "chlorides": "0.037", "free sulfur dioxide": "5", "total sulfur dioxide": "33", "density": "0.9939", "pH": "2.89", "sulphates": "0.28", "alcohol": "9.6", "quality": "3", "centered_value": 3.445212331563904, "z_score_squared": 16.671373888128723}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0815688ec87672b75ca63575cad12d9370c0bd6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n3_300cffce6b200d9b +-- problem_id: v2p_n3_867d8abb839274bd +-- realization_mode: agent +-- source_kind: agent +WITH "stats" AS ( + SELECT + AVG(CAST("fixed acidity" AS REAL)) AS "mean_val", + AVG(CAST("fixed acidity" AS REAL) * CAST("fixed acidity" AS REAL)) + - AVG(CAST("fixed acidity" AS REAL)) * AVG(CAST("fixed acidity" AS REAL)) AS "var_val" + FROM "n3" +), +"scored" AS ( + SELECT + "n3".*, + CAST("fixed acidity" AS REAL) - "stats"."mean_val" AS "centered_value", + ((CAST("fixed acidity" AS REAL) - "stats"."mean_val") * (CAST("fixed acidity" AS REAL) - "stats"."mean_val")) + / NULLIF("stats"."var_val", 0) AS "z_score_squared" + FROM "n3" + CROSS JOIN "stats" +) +SELECT * +FROM "scored" +WHERE "centered_value" IS NOT NULL + AND "z_score_squared" > 4.0 +ORDER BY CAST("fixed acidity" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dab8149c04aa4b47d1fee698e383e7a7e205dea4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_global_zscore_outliers\nWITH \"stats\" AS (\n SELECT\n AVG(CAST(\"fixed acidity\" AS REAL)) AS \"mean_val\",\n AVG(CAST(\"fixed acidity\" AS REAL) * CAST(\"fixed acidity\" AS REAL))\n - AVG(CAST(\"fixed acidity\" AS REAL)) * AVG(CAST(\"fixed acidity\" AS REAL)) AS \"var_val\"\n FROM \"n3\"\n),\n\"scored\" AS (\n SELECT\n \"n3\".*,\n CAST(\"fixed acidity\" AS REAL) - \"stats\".\"mean_val\" AS \"centered_value\",\n ((CAST(\"fixed acidity\" AS REAL) - \"stats\".\"mean_val\") * (CAST(\"fixed acidity\" AS REAL) - \"stats\".\"mean_val\"))\n / NULLIF(\"stats\".\"var_val\", 0) AS \"z_score_squared\"\n FROM \"n3\"\n CROSS JOIN \"stats\"\n)\nSELECT *\nFROM \"scored\"\nWHERE \"centered_value\" IS NOT NULL\n AND \"z_score_squared\" > 4.0\nORDER BY CAST(\"fixed acidity\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_global_zscore_outliers\\nWITH \\\"stats\\\" AS (\\n SELECT\\n AVG(CAST(\\\"fixed acidity\\\" AS REAL)) AS \\\"mean_val\\\",\\n AVG(CAST(\\\"fixed acidity\\\" AS REAL) * CAST(\\\"fixed acidity\\\" AS REAL))\\n - AVG(CAST(\\\"fixed acidity\\\" AS REAL)) * AVG(CAST(\\\"fixed acidity\\\" AS REAL)) AS \\\"var_val\\\"\\n FROM \\\"n3\\\"\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"n3\\\".*,\\n CAST(\\\"fixed acidity\\\" AS REAL) - \\\"stats\\\".\\\"mean_val\\\" AS \\\"centered_value\\\",\\n ((CAST(\\\"fixed acidity\\\" AS REAL) - \\\"stats\\\".\\\"mean_val\\\") * (CAST(\\\"fixed acidity\\\" AS REAL) - \\\"stats\\\".\\\"mean_val\\\"))\\n / NULLIF(\\\"stats\\\".\\\"var_val\\\", 0) AS \\\"z_score_squared\\\"\\n FROM \\\"n3\\\"\\n CROSS JOIN \\\"stats\\\"\\n)\\nSELECT *\\nFROM \\\"scored\\\"\\nWHERE \\\"centered_value\\\" IS NOT NULL\\n AND \\\"z_score_squared\\\" > 4.0\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL) DESC;\", \"columns\": [\"fixed acidity\", \"volatile acidity\", \"citric acid\", \"residual sugar\", \"chlorides\", \"free sulfur dioxide\", \"total sulfur dioxide\", \"density\", \"pH\", \"sulphates\", \"alcohol\", \"quality\", \"centered_value\", \"z_score_squared\"], \"rows\": [{\"fixed acidity\": \"14.2\", \"volatile acidity\": \"0.27\", \"citric acid\": \"0.49\", \"residual sugar\": \"1.1\", \"chlorides\": \"0.037\", \"free sulfur dioxide\": \"33\", \"total sulfur dioxide\": \"156\", \"density\": \"0.992\", \"pH\": \"3.15\", \"sulphates\": \"0.54\", \"alcohol\": \"11.1\", \"quality\": \"6\", \"centered_value\": 7.345212331563903, \"z_score_squared\": 75.77886824008561}, {\"fixed acidity\": \"11.8\", \"volatile acidity\": \"0.23\", \"citric acid\": \"0.38\", \"residual sugar\": \"11.1\", \"chlorides\": \"0.034\", \"free sulfur dioxide\": \"15\", \"total sulfur dioxide\": \"123\", \"density\": \"0.9997\", \"pH\": \"2.93\", \"sulphates\": \"0.55\", \"alcohol\": \"9.7\", \"quality\": \"3\", \"centered_value\": 4.945212331563904, \"z_score_squared\": 34.348619931915614}, {\"fixed acidity\": \"10.7\", \"volatile acidity\": \"0.22\", \"citric acid\": \"0.56\", \"residual sugar\": \"8.2\", \"chlorides\": \"0.044\", \"free sulfur dioxide\": \"37\", \"total sulfur dioxide\": \"181\", \"density\": \"0.998\", \"pH\": \"2.87\", \"sulphates\": \"0.68\", \"alcohol\": \"9.5\", \"quality\": \"6\", \"centered_value\": 3.8452123315639026, \"z_score_squared\": 20.767301033911107}, {\"fixed acidity\": \"10.7\", \"volatile acidity\": \"0.22\", \"citric acid\": \"0.56\", \"residual sugar\": \"8.2\", \"chlorides\": \"0.044\", \"free sulfur dioxide\": \"37\", \"total sulfur dioxide\": \"181\", \"density\": \"0.998\", \"pH\": \"2.87\", \"sulphates\": \"0.68\", \"alcohol\": \"9.5\", \"quality\": \"6\", \"centered_value\": 3.8452123315639026, \"z_score_squared\": 20.767301033911107}, {\"fixed acidity\": \"10.3\", \"volatile acidity\": \"0.17\", \"citric acid\": \"0.47\", \"residual sugar\": \"1.4\", \"chlorides\": \"0.037\", \"free sulfur dioxide\": \"5\", \"total sulfur dioxide\": \"33\", \"density\": \"0.9939\", \"pH\": \"2.89\", \"sulphates\": \"0.28\", \"alcohol\": \"9.6\", \"quality\": \"3\", \"centered_value\": 3.445212331563904, \"z_score_squared\": 16.671373888128723}, {\"fixed acidity\": \"10.3\", \"volatile acidity\": \"0.25\", \"citric acid\": \"0.48\", \"residual sugar\": \"2.2\", \"chlorides\": \"0.042\", \"free sulfur dioxide\": \"28\", \"total sulfur dioxide\": \"164\", \"density\": \"0.998\", \"pH\": \"3.19\", \"sulphates\": \"0.59\", \"alcohol\": \"9.7\", \"quality\": \"5\", \"centered_value\": 3.445212331563904, \"z_score_squared\": 16.671373888128723}, {\"fixed acidity\": \"10.2\", \"volatile acidity\": \"0.44\", \"citric acid\": \"0.88\", \"residual sugar\": \"6.2\", \"chlorides\": \"0.049\", \"free sulfur dioxide\": \"20\", \"total sulfur dioxide\": \"124\", \"density\": \"0.9968\", \"pH\": \"2.99\", \"sulphates\": \"0.51\", \"alcohol\": \"9.9\", \"quality\": \"4\", \"centered_value\": 3.3452123315639026, \"z_score_squared\": 15.717619957655929}, {\"fixed acidity\": \"10\", \"volatile acidity\": \"0.2\", \"citric acid\": \"0.39\", \"residual sugar\": \"1.4\", \"chlorides\": \"0.05\", \"free sulfur dioxide\": \"19\", \"total sulfur dioxide\": \"152\", \"density\": \"0.994\", \"pH\": \"3\", \"sulphates\": \"0.42\", \"alcohol\": \"10.4\", \"quality\": \"6\", \"centered_value\": 3.1452123315639033, \"z_score_squared\": 13.894385523877746}, {\"fixed acidity\": \"10\", \"volatile acidity\": \"0.91\", \"citric acid\": \"0.42\", \"residual sugar\": \"1.6\", \"chlorides\": \"0.056\", \"free sulfur dioxide\": \"34\", \"total sulfur dioxide\": \"181\", \"density\": \"0.9968\", \"pH\": \"3.11\", \"sulphates\": \"0.46\", \"alcohol\": \"10\", \"quality\": \"4\", \"centered_value\": 3.1452123315639033, \"z_score_squared\": 13.894385523877746}, {\"fixed acidity\": \"10\", \"volatile acidity\": \"0.23\", \"citric acid\": \"0.27\", \"residual sugar\": \"14.1\", \"chlorides\": \"0.033\", \"free sulfur dioxide\": \"45\", 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\"quality\": \"5\", \"centered_value\": 2.745212331563903, \"z_score_squared\": 10.585010364990877}, {\"fixed acidity\": \"9.6\", \"volatile acidity\": \"0.21\", \"citric acid\": \"0.28\", \"residual sugar\": \"1.2\", \"chlorides\": \"0.038\", \"free sulfur dioxide\": \"12\", \"total sulfur dioxide\": \"53\", \"density\": \"0.9926\", \"pH\": \"2.8\", \"sulphates\": \"0.46\", \"alcohol\": \"10.6\", \"quality\": \"5\", \"centered_value\": 2.745212331563903, \"z_score_squared\": 10.585010364990877}, {\"fixed acidity\": \"9.6\", \"volatile acidity\": \"0.655\", \"citric acid\": \"0.21\", \"residual sugar\": \"2\", \"chlorides\": \"0.039\", \"free sulfur dioxide\": \"21\", \"total sulfur dioxide\": \"120\", \"density\": \"0.99188\", \"pH\": \"3\", \"sulphates\": \"1\", \"alcohol\": \"12.6\", \"quality\": \"6\", \"centered_value\": 2.745212331563903, \"z_score_squared\": 10.585010364990877}, {\"fixed acidity\": \"9.5\", \"volatile acidity\": \"0.21\", \"citric acid\": \"0.47\", \"residual 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\"10.3\", \"quality\": \"4\", \"centered_value\": 2.5452123315639037, \"z_score_squared\": 9.098869639882206}, {\"fixed acidity\": \"9.4\", \"volatile acidity\": \"0.26\", \"citric acid\": \"0.53\", \"residual sugar\": \"1.2\", \"chlorides\": \"0.047\", \"free sulfur dioxide\": \"25\", \"total sulfur dioxide\": \"109\", \"density\": \"0.9921\", \"pH\": \"3.23\", \"sulphates\": \"0.28\", \"alcohol\": \"12.5\", \"quality\": \"6\", \"centered_value\": 2.5452123315639037, \"z_score_squared\": 9.098869639882206}, {\"fixed acidity\": \"9.4\", \"volatile acidity\": \"0.17\", \"citric acid\": \"0.55\", \"residual sugar\": \"1.6\", \"chlorides\": \"0.049\", \"free sulfur dioxide\": \"14\", \"total sulfur dioxide\": \"94\", \"density\": \"0.9949\", \"pH\": \"3.02\", \"sulphates\": \"0.61\", \"alcohol\": \"10.3\", \"quality\": \"6\", \"centered_value\": 2.5452123315639037, \"z_score_squared\": 9.098869639882206}, {\"fixed acidity\": \"9.4\", \"volatile acidity\": \"0.16\", \"citric acid\": 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acidity\": \"0.2\", \"citric acid\": \"0.33\", \"residual sugar\": \"1.7\", \"chlorides\": \"0.05\", \"free sulfur dioxide\": \"28\", \"total sulfur dioxide\": \"178\", \"density\": \"0.9954\", \"pH\": \"3.16\", \"sulphates\": \"0.43\", \"alcohol\": \"9\", \"quality\": \"4\", \"centered_value\": 2.445212331563904, \"z_score_squared\": 8.397935990911558}, {\"fixed acidity\": \"9.2\", \"volatile acidity\": \"0.25\", \"citric acid\": \"0.34\", \"residual sugar\": \"1.2\", \"chlorides\": \"0.026\", \"free sulfur dioxide\": \"31\", \"total sulfur dioxide\": \"93\", \"density\": \"0.9916\", \"pH\": \"2.93\", \"sulphates\": \"0.37\", \"alcohol\": \"11.3\", \"quality\": \"7\", \"centered_value\": 2.3452123315639026, \"z_score_squared\": 7.725093484330026}, {\"fixed acidity\": \"9.2\", \"volatile acidity\": \"0.25\", \"citric acid\": \"0.34\", \"residual sugar\": \"1.2\", \"chlorides\": \"0.026\", \"free sulfur dioxide\": \"31\", \"total sulfur dioxide\": \"93\", \"density\": \"0.9916\", \"pH\": \"2.93\", \"sulphates\": \"0.37\", \"alcohol\": \"11.3\", \"quality\": \"7\", \"centered_value\": 2.3452123315639026, \"z_score_squared\": 7.725093484330026}, {\"fixed acidity\": \"9.2\", \"volatile acidity\": \"0.34\", \"citric acid\": \"0.27\", \"residual sugar\": \"1.2\", \"chlorides\": \"0.026\", \"free sulfur dioxide\": \"17\", \"total sulfur dioxide\": \"73\", \"density\": \"0.9921\", \"pH\": \"3.08\", \"sulphates\": \"0.39\", \"alcohol\": \"10.8\", \"quality\": \"5\", \"centered_value\": 2.3452123315639026, \"z_score_squared\": 7.725093484330026}, {\"fixed acidity\": \"9.2\", \"volatile acidity\": \"0.22\", \"citric acid\": \"0.4\", \"residual sugar\": \"2.4\", \"chlorides\": \"0.054\", \"free sulfur dioxide\": \"18\", \"total sulfur dioxide\": \"151\", \"density\": \"0.9952\", \"pH\": \"3.04\", \"sulphates\": \"0.46\", \"alcohol\": \"9.3\", \"quality\": \"4\", \"centered_value\": 2.3452123315639026, \"z_score_squared\": 7.725093484330026}, {\"fixed acidity\": \"9.2\", \"volatile acidity\": \"0.28\", \"citric acid\": \"0.46\", \"residual sugar\": \"3.2\", \"chlorides\": \"0.058\", \"free sulfur dioxide\": \"39\", \"total sulfur dioxide\": \"133\", \"density\": \"0.996\", \"pH\": \"3.14\", \"sulphates\": \"0.58\", \"alcohol\": \"9.5\", \"quality\": \"5\", \"centered_value\": 2.3452123315639026, \"z_score_squared\": 7.725093484330026}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.02}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..04f263a8ddb5dc31fe379ba6f6b8c280b99f2f9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:35:07.048537+00:00", + "ended_at": "2026-05-04T09:35:28.101593+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_300cffce6b200d9b", + "problem_id": "v2p_n3_867d8abb839274bd", + "dataset_id": "n3", + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=fixed acidity.", + "bindings": { + "measure_col": "fixed acidity", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=132" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_300cffce6b200d9b.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_300cffce6b200d9b", + "api_calls": 0, + "input_tokens": 22377, + "cached_input_tokens": 20864, + "output_tokens": 704, + "total_tokens": 23081, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 323, + "estimated_total_tokens": 2609, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21012.01, + "sql_execution_elapsed_ms_total": 8.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_300cffce6b200d9b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a7f6295b865622b7c6e88a0a2d1e9f67be6975f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:35:28.078269+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21012.01, "started_at": "2026-05-04T09:35:07.051074+00:00", "ended_at": "2026-05-04T09:35:28.062811+00:00", "prompt_metrics": {"chars": 7928, "bytes_utf8": 7928, "lines": 238, "estimated_tokens": 2286}, "response_metrics": {"chars": 1072, "bytes_utf8": 1072, "lines": 1, "estimated_tokens": 323}, "usage": {"input_tokens": 22377, "cached_input_tokens": 20864, "output_tokens": 704}, "stderr_preview": "2026-05-04T09:35:07.237599Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:35:09.562242Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 4.0\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL) DESC;\",\"notes\":\"Adapted the planned z-score outlier template for SQLite by casting the TEXT measure to REAL and replacing unsupported STDDEV with an equivalent "} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aaf6d9b4665c50973f8c036cea13b330d1679058 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_300cffce6b200d9b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_300cffce6b200d9b", + "api_calls": 0, + "input_tokens": 22377, + "cached_input_tokens": 20864, + "output_tokens": 704, + "total_tokens": 23081, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 323, + "estimated_total_tokens": 2609, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21012.01, + "sql_execution_elapsed_ms_total": 8.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_300cffce6b200d9b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..947536f4c964c8e2fc4eac2abab1162ec9a1b386 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7754, "bytes_utf8": 7754, "lines": 240, "estimated_tokens": 2210}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22301, "cached_input_tokens": 20864, "output_tokens": 149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..36d98d7c36d566570c076d759137529aa0a79e2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_31ab122c843aa775", + "api_calls": 0, + "input_tokens": 22301, + "cached_input_tokens": 20864, + "output_tokens": 149, + "total_tokens": 22450, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2210, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2312, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13472.94, + "sql_execution_elapsed_ms_total": 14.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_31ab122c843aa775\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..90abbc647bc90ec7a10f629801c6ef208bcff4f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:04:44.150411+00:00", + "ended_at": "2026-05-04T09:04:57.609331+00:00", + "elapsed_ms": 13472.94, + "prompt_metrics": { + "chars": 7754, + "bytes_utf8": 7754, + "lines": 240, + "estimated_tokens": 2210 + }, + "stdout_metrics": { + "chars": 778, + "bytes_utf8": 778, + "lines": 4, + "estimated_tokens": 206 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13234 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 454, + "bytes_utf8": 454, + "lines": 1, + "estimated_tokens": 102 + }, + "usage": { + "input_tokens": 22301, + "cached_input_tokens": 20864, + "output_tokens": 149 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ac1d0b7a4a13e103306f0ca96984475a76d0500 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=chlorides.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7bb1529466ae5dd90457ad84f67de9d6a56a120 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23b-94ec-74b1-b245-70c7cf2a7246"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"quality\\\",\\n AVG(CAST(\\\"chlorides\\\" AS REAL)) OVER (PARTITION BY \\\"quality\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"quality\\\" and measure_col bound to \\\"chlorides\\\". CAST to REAL ensures SQLite computes the average numerically because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22301,"cached_input_tokens":20864,"output_tokens":149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6565e21705fc7860ebe7a8a98c00989c587ac003 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"quality\",\n AVG(CAST(\"chlorides\" AS REAL)) OVER (PARTITION BY \"quality\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"quality\" and measure_col bound to \"chlorides\". CAST to REAL ensures SQLite computes the average numerically because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..02a54f7599ea43a46d593109ee36d9926e716535 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:04:44.319067Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:04:46.882730Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:04:56.853915Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..33a0406526a5d54ea3d57cf66d249cfad5516da4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=chlorides. +Result preview: [{"quality": "3", "avg_measure": 0.0543}, {"quality": "5", "avg_measure": 0.051546328071379544}, {"quality": "4", "avg_measure": 0.050098159509202454}, {"quality": "6", "avg_measure": 0.04521747042766151}, {"quality": "8", "avg_measure": 0.03831428571428572}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e4a0e23c5a075563d43eb65f07122dba21d5cf1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_31ab122c843aa775 +-- problem_id: v2p_n3_de9a25174556e598 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "quality", + AVG(CAST("chlorides" AS REAL)) OVER (PARTITION BY "quality") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9a250540fb2dc169a2637f95e2874bcd8dfb2f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"quality\",\n AVG(CAST(\"chlorides\" AS REAL)) OVER (PARTITION BY \"quality\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"quality\\\",\\n AVG(CAST(\\\"chlorides\\\" AS REAL)) OVER (PARTITION BY \\\"quality\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"quality\", \"avg_measure\"], \"rows\": [{\"quality\": \"3\", \"avg_measure\": 0.0543}, {\"quality\": \"5\", \"avg_measure\": 0.051546328071379544}, {\"quality\": \"4\", \"avg_measure\": 0.050098159509202454}, {\"quality\": \"6\", \"avg_measure\": 0.04521747042766151}, {\"quality\": \"8\", \"avg_measure\": 0.03831428571428572}, {\"quality\": \"7\", \"avg_measure\": 0.03819090909090909}, {\"quality\": \"9\", \"avg_measure\": 0.0274}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..84bdc28cb79df08c78c0c8d844b7c2ae23b14e88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:04:44.148329+00:00", + "ended_at": "2026-05-04T09:04:57.665950+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_31ab122c843aa775", + "problem_id": "v2p_n3_de9a25174556e598", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=chlorides.", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_31ab122c843aa775.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_31ab122c843aa775", + "api_calls": 0, + "input_tokens": 22301, + "cached_input_tokens": 20864, + "output_tokens": 149, + "total_tokens": 22450, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2210, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2312, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13472.94, + "sql_execution_elapsed_ms_total": 14.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_31ab122c843aa775\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec9d2aca3915f02e028779a35000b955ebbbf33f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_31ab122c843aa775/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:04:57.643349+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13472.94, "started_at": "2026-05-04T09:04:44.150411+00:00", "ended_at": "2026-05-04T09:04:57.609331+00:00", "prompt_metrics": {"chars": 7754, "bytes_utf8": 7754, "lines": 240, "estimated_tokens": 2210}, "response_metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22301, "cached_input_tokens": 20864, "output_tokens": 149}, "stderr_preview": "2026-05-04T09:04:44.319067Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:04:46.882730Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_33aeaf8103cb6f6e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_33aeaf8103cb6f6e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6247cd39134c4fab5bda359e7d9f3d22a31d4db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_33aeaf8103cb6f6e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_33aeaf8103cb6f6e\n-- problem_id: v2p_n3_79a796da75c5fb36\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"total sulfur dioxide\",\n COUNT(*) AS support,\n AVG(\"residual sugar\") AS avg_response\nFROM \"n3\"\nGROUP BY \"total sulfur dioxide\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_33aeaf8103cb6f6e\\n-- problem_id: v2p_n3_79a796da75c5fb36\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"total sulfur dioxide\\\",\\n COUNT(*) AS support,\\n AVG(\\\"residual sugar\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"total sulfur dioxide\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"total sulfur dioxide\", \"support\", \"avg_response\"], \"rows\": [{\"total sulfur dioxide\": \"111\", \"support\": 69, \"avg_response\": 5.601449275362318}, {\"total sulfur dioxide\": \"113\", \"support\": 61, \"avg_response\": 6.4311475409836065}, {\"total sulfur dioxide\": \"117\", \"support\": 57, \"avg_response\": 4.42719298245614}, {\"total sulfur dioxide\": \"118\", \"support\": 55, \"avg_response\": 7.7}, {\"total sulfur dioxide\": \"150\", \"support\": 54, \"avg_response\": 5.425925925925926}, {\"total sulfur dioxide\": \"122\", \"support\": 54, \"avg_response\": 5.124074074074074}, {\"total sulfur dioxide\": \"114\", \"support\": 54, \"avg_response\": 4.711111111111111}, {\"total sulfur dioxide\": \"128\", \"support\": 54, \"avg_response\": 4.05462962962963}, {\"total sulfur dioxide\": \"124\", \"support\": 53, \"avg_response\": 6.660377358490566}, {\"total sulfur dioxide\": \"140\", \"support\": 52, \"avg_response\": 5.7942307692307695}, {\"total sulfur dioxide\": \"133\", \"support\": 50, \"avg_response\": 8.085}, {\"total sulfur dioxide\": \"126\", \"support\": 50, \"avg_response\": 5.166}, {\"total sulfur dioxide\": \"125\", \"support\": 49, \"avg_response\": 5.103061224489796}, {\"total sulfur dioxide\": \"98\", \"support\": 49, \"avg_response\": 3.9479591836734693}, {\"total sulfur dioxide\": \"149\", \"support\": 48, \"avg_response\": 9.831249999999999}, {\"total sulfur dioxide\": \"156\", \"support\": 47, \"avg_response\": 8.164893617021276}, {\"total sulfur dioxide\": \"134\", \"support\": 47, \"avg_response\": 6.7957446808510635}, {\"total sulfur dioxide\": \"116\", \"support\": 47, \"avg_response\": 6.669148936170212}, {\"total sulfur dioxide\": \"110\", \"support\": 47, \"avg_response\": 6.171276595744681}, {\"total sulfur dioxide\": \"131\", \"support\": 47, \"avg_response\": 5.480851063829788}, {\"total sulfur dioxide\": \"132\", \"support\": 47, \"avg_response\": 4.641489361702128}, {\"total sulfur dioxide\": \"119\", \"support\": 47, \"avg_response\": 4.481914893617021}, {\"total sulfur dioxide\": \"101\", \"support\": 47, \"avg_response\": 3.1659574468085108}, {\"total sulfur dioxide\": \"142\", \"support\": 46, \"avg_response\": 7.206521739130435}, {\"total sulfur dioxide\": \"130\", \"support\": 46, \"avg_response\": 6.564130434782609}, {\"total sulfur dioxide\": \"115\", \"support\": 45, \"avg_response\": 5.655555555555556}, {\"total sulfur dioxide\": \"138\", \"support\": 45, \"avg_response\": 5.137777777777778}, {\"total sulfur dioxide\": \"107\", \"support\": 45, \"avg_response\": 3.691111111111111}, {\"total sulfur dioxide\": \"143\", \"support\": 44, \"avg_response\": 5.367045454545455}, {\"total sulfur dioxide\": \"148\", \"support\": 44, \"avg_response\": 4.786363636363636}, {\"total sulfur dioxide\": \"104\", \"support\": 44, \"avg_response\": 4.032954545454545}, {\"total sulfur dioxide\": \"168\", \"support\": 43, \"avg_response\": 7.893023255813953}, {\"total sulfur dioxide\": \"152\", \"support\": 43, \"avg_response\": 6.451162790697674}, {\"total sulfur dioxide\": \"120\", \"support\": 42, \"avg_response\": 5.273809523809524}, {\"total sulfur dioxide\": \"93\", \"support\": 42, \"avg_response\": 3.3059523809523808}, {\"total sulfur dioxide\": \"135\", \"support\": 41, \"avg_response\": 8.045121951219512}, {\"total sulfur dioxide\": \"178\", \"support\": 41, \"avg_response\": 7.7646341463414625}, {\"total sulfur dioxide\": \"105\", \"support\": 41, \"avg_response\": 5.402439024390244}, {\"total sulfur dioxide\": \"97\", \"support\": 41, \"avg_response\": 4.9975609756097565}, {\"total sulfur dioxide\": \"155\", \"support\": 39, \"avg_response\": 8.556410256410256}, {\"total sulfur dioxide\": \"166\", \"support\": 39, \"avg_response\": 7.933333333333333}, {\"total sulfur dioxide\": \"151\", \"support\": 39, \"avg_response\": 6.851282051282051}, {\"total sulfur dioxide\": \"87\", \"support\": 39, \"avg_response\": 3.612820512820513}, {\"total sulfur dioxide\": \"158\", \"support\": 38, \"avg_response\": 9.302631578947368}, {\"total sulfur dioxide\": \"136\", \"support\": 38, \"avg_response\": 5.923684210526315}, {\"total sulfur dioxide\": \"127\", \"support\": 38, \"avg_response\": 5.686842105263158}, {\"total sulfur dioxide\": \"161\", \"support\": 37, \"avg_response\": 7.41081081081081}, {\"total sulfur dioxide\": \"109\", \"support\": 37, \"avg_response\": 3.7689189189189185}, {\"total sulfur dioxide\": \"121\", \"support\": 37, \"avg_response\": 3.098648648648649}, {\"total sulfur dioxide\": \"100\", \"support\": 37, \"avg_response\": 2.981081081081081}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.06}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_33aeaf8103cb6f6e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_33aeaf8103cb6f6e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b9c3855ea249cb046967c6b0594c9b0ac25cb093 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_33aeaf8103cb6f6e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.303237+00:00", + "ended_at": "2026-05-04T09:37:05.311183+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_33aeaf8103cb6f6e", + "problem_id": "v2p_n3_79a796da75c5fb36", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=residual sugar, key_col=total sulfur dioxide.", + "bindings": { + "key_col": "total sulfur dioxide", + "measure_col": "residual sugar", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=24", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 24, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_33aeaf8103cb6f6e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_33aeaf8103cb6f6e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_33aeaf8103cb6f6e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_33aeaf8103cb6f6e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9fd2bdc3b2dac325d8ee9a11918ac99f7024f390 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7854, "bytes_utf8": 7854, "lines": 240, "estimated_tokens": 2242}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1034, "bytes_utf8": 1034, "lines": 1, "estimated_tokens": 303}, "usage": {"input_tokens": 22333, "cached_input_tokens": 21888, "output_tokens": 459}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9ef0208b031c5983a09c53dfbaaffa1f3f11c130 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_35063930c389489e", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 21888, + "output_tokens": 459, + "total_tokens": 22792, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2242, + "estimated_output_tokens": 303, + "estimated_total_tokens": 2545, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17977.33, + "sql_execution_elapsed_ms_total": 18.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_35063930c389489e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0ea00e5ff1d9fb658e455e060c0add45f8e70c48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:28:42.766703+00:00", + "ended_at": "2026-05-04T09:29:00.743894+00:00", + "elapsed_ms": 17977.33, + "prompt_metrics": { + "chars": 7854, + "bytes_utf8": 7854, + "lines": 240, + "estimated_tokens": 2242 + }, + "stdout_metrics": { + "chars": 1456, + "bytes_utf8": 1456, + "lines": 4, + "estimated_tokens": 470 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13232 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1034, + "bytes_utf8": 1034, + "lines": 1, + "estimated_tokens": 303 + }, + "usage": { + "input_tokens": 22333, + "cached_input_tokens": 21888, + "output_tokens": 459 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc93884131923f59e256260a806bfdfbb97f009f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=chlorides.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sulphates", + "measure_col": "chlorides", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2dd4f1c5eb61514ce63baeb3e5a8300eae926755 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df251-8896-7f82-9c2c-b7b42a0b5173"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH ranked AS (\\n SELECT\\n \\\"sulphates\\\" AS \\\"group_col\\\",\\n CAST(\\\"chlorides\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"chlorides\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"chlorides\\\" IS NOT NULL\\n), percentile_points AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\" AS \\\"percentile_measure\\\"\\n FROM ranked\\n WHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INT)\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"sulphates\\\",\\n \\\"percentile_measure\\\"\\nFROM percentile_points\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \\\"sulphates\\\" group via window functions. Both \\\"chlorides\\\" and \\\"sulphates\\\" are stored as TEXT in the schema, so \\\"chlorides\\\" is cast to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22333,"cached_input_tokens":21888,"output_tokens":459}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8647099dd2c5dbd51bb597a0e8a872f3e728bb07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH ranked AS (\n SELECT\n \"sulphates\" AS \"group_col\",\n CAST(\"chlorides\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"chlorides\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"chlorides\" IS NOT NULL\n), percentile_points AS (\n SELECT\n \"group_col\",\n \"measure_col\" AS \"percentile_measure\"\n FROM ranked\n WHERE \"rn\" = CAST((0.95 * \"cnt\") + 0.999999999 AS INT)\n)\nSELECT\n \"group_col\" AS \"sulphates\",\n \"percentile_measure\"\nFROM percentile_points\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \"sulphates\" group via window functions. Both \"chlorides\" and \"sulphates\" are stored as TEXT in the schema, so \"chlorides\" is cast to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15c1555da1704e24aac83ed3c08c685bec886f69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:28:42.969414Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:28:45.381214Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:28:59.902342Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..52d9a8b08bbdd121086f257bbd56700bf374cdf0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=chlorides. +Result preview: [{"sulphates": "0.74", "percentile_measure": 0.244}, {"sulphates": "0.3", "percentile_measure": 0.133}, {"sulphates": "0.38", "percentile_measure": 0.121}, {"sulphates": "0.43", "percentile_measure": 0.117}, {"sulphates": "0.57", "percentile_measure": 0.108}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a73e1940d371fc22f4cbf95d04cdf01cc466bed0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/generated_sql.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_35063930c389489e +-- problem_id: v2p_n3_88054ac8008f9a2c +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT + "sulphates" AS "group_col", + CAST("chlorides" AS REAL) AS "measure_col", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY CAST("chlorides" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "n3" + WHERE "sulphates" IS NOT NULL + AND "chlorides" IS NOT NULL +), percentile_points AS ( + SELECT + "group_col", + "measure_col" AS "percentile_measure" + FROM ranked + WHERE "rn" = CAST((0.95 * "cnt") + 0.999999999 AS INT) +) +SELECT + "group_col" AS "sulphates", + "percentile_measure" +FROM percentile_points +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..47fbc65f0d10cf0110c794d2039a09a3d24ff00d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH ranked AS (\n SELECT\n \"sulphates\" AS \"group_col\",\n CAST(\"chlorides\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"chlorides\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"chlorides\" IS NOT NULL\n), percentile_points AS (\n SELECT\n \"group_col\",\n \"measure_col\" AS \"percentile_measure\"\n FROM ranked\n WHERE \"rn\" = CAST((0.95 * \"cnt\") + 0.999999999 AS INT)\n)\nSELECT\n \"group_col\" AS \"sulphates\",\n \"percentile_measure\"\nFROM percentile_points\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH ranked AS (\\n SELECT\\n \\\"sulphates\\\" AS \\\"group_col\\\",\\n CAST(\\\"chlorides\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"chlorides\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"chlorides\\\" IS NOT NULL\\n), percentile_points AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\" AS \\\"percentile_measure\\\"\\n FROM ranked\\n WHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INT)\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"sulphates\\\",\\n \\\"percentile_measure\\\"\\nFROM percentile_points\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"sulphates\", \"percentile_measure\"], \"rows\": [{\"sulphates\": \"0.74\", \"percentile_measure\": 0.244}, {\"sulphates\": \"0.3\", \"percentile_measure\": 0.133}, {\"sulphates\": \"0.38\", \"percentile_measure\": 0.121}, {\"sulphates\": \"0.43\", \"percentile_measure\": 0.117}, {\"sulphates\": \"0.57\", \"percentile_measure\": 0.108}, {\"sulphates\": \"0.64\", \"percentile_measure\": 0.104}, {\"sulphates\": \"0.72\", \"percentile_measure\": 0.096}, {\"sulphates\": \"0.71\", \"percentile_measure\": 0.095}, {\"sulphates\": \"0.49\", \"percentile_measure\": 0.093}, {\"sulphates\": \"0.63\", \"percentile_measure\": 0.084}, {\"sulphates\": \"0.39\", \"percentile_measure\": 0.082}, {\"sulphates\": \"0.66\", \"percentile_measure\": 0.08}, {\"sulphates\": \"0.44\", \"percentile_measure\": 0.078}, {\"sulphates\": \"0.47\", \"percentile_measure\": 0.076}, {\"sulphates\": \"0.58\", \"percentile_measure\": 0.076}, {\"sulphates\": \"0.62\", \"percentile_measure\": 0.075}, {\"sulphates\": \"0.51\", \"percentile_measure\": 0.074}, {\"sulphates\": \"0.67\", \"percentile_measure\": 0.073}, {\"sulphates\": \"0.7\", \"percentile_measure\": 0.072}, {\"sulphates\": \"0.88\", \"percentile_measure\": 0.071}, {\"sulphates\": \"0.42\", \"percentile_measure\": 0.07}, {\"sulphates\": \"0.46\", \"percentile_measure\": 0.069}, {\"sulphates\": \"0.81\", \"percentile_measure\": 0.069}, {\"sulphates\": \"0.4\", \"percentile_measure\": 0.068}, {\"sulphates\": \"0.45\", \"percentile_measure\": 0.068}, {\"sulphates\": \"0.48\", \"percentile_measure\": 0.068}, {\"sulphates\": \"0.53\", \"percentile_measure\": 0.067}, {\"sulphates\": \"0.79\", \"percentile_measure\": 0.067}, {\"sulphates\": \"0.54\", \"percentile_measure\": 0.066}, {\"sulphates\": \"0.8\", \"percentile_measure\": 0.066}, {\"sulphates\": \"0.41\", \"percentile_measure\": 0.064}, {\"sulphates\": \"0.5\", \"percentile_measure\": 0.064}, {\"sulphates\": \"0.56\", \"percentile_measure\": 0.063}, {\"sulphates\": \"0.52\", \"percentile_measure\": 0.062}, {\"sulphates\": \"0.69\", \"percentile_measure\": 0.061}, {\"sulphates\": \"0.31\", \"percentile_measure\": 0.06}, {\"sulphates\": \"0.34\", \"percentile_measure\": 0.06}, {\"sulphates\": \"0.35\", \"percentile_measure\": 0.06}, {\"sulphates\": \"0.59\", \"percentile_measure\": 0.06}, {\"sulphates\": \"0.37\", \"percentile_measure\": 0.059}, {\"sulphates\": \"0.77\", \"percentile_measure\": 0.059}, {\"sulphates\": \"0.36\", \"percentile_measure\": 0.058}, {\"sulphates\": \"0.55\", \"percentile_measure\": 0.058}, {\"sulphates\": \"0.33\", \"percentile_measure\": 0.056}, {\"sulphates\": \"0.6\", \"percentile_measure\": 0.056}, {\"sulphates\": \"0.61\", \"percentile_measure\": 0.056}, {\"sulphates\": \"0.78\", \"percentile_measure\": 0.056}, {\"sulphates\": \"0.82\", \"percentile_measure\": 0.055}, {\"sulphates\": \"0.28\", \"percentile_measure\": 0.054}, {\"sulphates\": \"0.92\", \"percentile_measure\": 0.054}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 18.73}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1adb5771c4d5de99d1cc5ef5b70aace469253826 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:28:42.763818+00:00", + "ended_at": "2026-05-04T09:29:00.788970+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_35063930c389489e", + "problem_id": "v2p_n3_88054ac8008f9a2c", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=chlorides.", + "bindings": { + "group_col": "sulphates", + "measure_col": "chlorides", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_35063930c389489e.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_35063930c389489e", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 21888, + "output_tokens": 459, + "total_tokens": 22792, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2242, + "estimated_output_tokens": 303, + "estimated_total_tokens": 2545, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17977.33, + "sql_execution_elapsed_ms_total": 18.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_35063930c389489e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4cace36c21f08c5ffca3d8dbcea04a490c328a45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35063930c389489e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:29:00.761847+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17977.33, "started_at": "2026-05-04T09:28:42.766703+00:00", "ended_at": "2026-05-04T09:29:00.743894+00:00", "prompt_metrics": {"chars": 7854, "bytes_utf8": 7854, "lines": 240, "estimated_tokens": 2242}, "response_metrics": {"chars": 1034, "bytes_utf8": 1034, "lines": 1, "estimated_tokens": 303}, "usage": {"input_tokens": 22333, "cached_input_tokens": 21888, "output_tokens": 459}, "stderr_preview": "2026-05-04T09:28:42.969414Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:28:45.381214Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=residual sugar.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..37021854c68d72fda9cbbf82b574ea0fbb97e499 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23a-fe13-7b80-9866-09688bdddb80"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sulphates\\\",\\n AVG(CAST(\\\"residual sugar\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"sulphates\\\" and measure_col=\\\"residual sugar\\\". Cast \\\"residual sugar\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22306,"cached_input_tokens":19840,"output_tokens":142}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47babfdd27b48aa4f9765cf06af57261c8c71fe9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sulphates\",\n AVG(CAST(\"residual sugar\" AS REAL)) OVER (PARTITION BY \"sulphates\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"sulphates\" and measure_col=\"residual sugar\". Cast \"residual sugar\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d88ceded4bc2e7d6793a5ba1e5c71e5b73388cc5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:04:05.709740Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:04:08.003557Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:04:15.983945Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5982aec29b0223ed128ed2a15ce4e1af8253eff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=residual sugar. +Result preview: [{"sulphates": "0.82", "avg_measure": 10.569230769230769}, {"sulphates": "0.22", "avg_measure": 8.55}, {"sulphates": "0.78", "avg_measure": 8.51842105263158}, {"sulphates": "0.88", "avg_measure": 8.257142857142856}, {"sulphates": "0.5", "avg_measure": 8.137951807228916}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..44c3c4b758222c3666043491e28f8c82b5c58f47 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_35f77f83af082080 +-- problem_id: v2p_n3_578a139384c182a0 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sulphates", + AVG(CAST("residual sugar" AS REAL)) OVER (PARTITION BY "sulphates") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..375497726d4425995e739bbfe3f15632dffa7129 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sulphates\",\n AVG(CAST(\"residual sugar\" AS REAL)) OVER (PARTITION BY \"sulphates\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sulphates\\\",\\n AVG(CAST(\\\"residual sugar\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sulphates\", \"avg_measure\"], \"rows\": [{\"sulphates\": \"0.82\", \"avg_measure\": 10.569230769230769}, {\"sulphates\": \"0.22\", \"avg_measure\": 8.55}, {\"sulphates\": \"0.78\", \"avg_measure\": 8.51842105263158}, {\"sulphates\": \"0.88\", \"avg_measure\": 8.257142857142856}, {\"sulphates\": \"0.5\", \"avg_measure\": 8.137951807228916}, {\"sulphates\": \"0.85\", \"avg_measure\": 7.933333333333333}, {\"sulphates\": \"0.67\", \"avg_measure\": 7.83}, {\"sulphates\": \"0.79\", \"avg_measure\": 7.6812499999999995}, {\"sulphates\": \"0.29\", \"avg_measure\": 7.296875}, {\"sulphates\": \"0.49\", \"avg_measure\": 7.229216867469879}, {\"sulphates\": \"0.69\", \"avg_measure\": 7.203333333333333}, {\"sulphates\": \"0.75\", \"avg_measure\": 7.125}, {\"sulphates\": \"0.46\", \"avg_measure\": 6.955777777777778}, {\"sulphates\": \"0.53\", \"avg_measure\": 6.8970370370370375}, {\"sulphates\": \"0.44\", \"avg_measure\": 6.878703703703703}, {\"sulphates\": \"0.38\", \"avg_measure\": 6.867990654205608}, {\"sulphates\": \"0.35\", \"avg_measure\": 6.82764705882353}, {\"sulphates\": \"0.3\", \"avg_measure\": 6.748387096774193}, {\"sulphates\": \"0.41\", \"avg_measure\": 6.627338129496403}, {\"sulphates\": \"0.51\", \"avg_measure\": 6.615}, {\"sulphates\": \"0.56\", \"avg_measure\": 6.609259259259259}, {\"sulphates\": \"0.45\", \"avg_measure\": 6.55308988764045}, {\"sulphates\": \"0.43\", \"avg_measure\": 6.541925465838509}, {\"sulphates\": \"0.48\", \"avg_measure\": 6.476256983240224}, {\"sulphates\": \"0.26\", \"avg_measure\": 6.449999999999999}, {\"sulphates\": \"0.61\", \"avg_measure\": 6.435555555555556}, {\"sulphates\": \"0.27\", \"avg_measure\": 6.434615384615385}, {\"sulphates\": \"0.23\", \"avg_measure\": 6.4}, {\"sulphates\": \"0.58\", \"avg_measure\": 6.348484848484849}, {\"sulphates\": \"0.52\", \"avg_measure\": 6.346474358974358}, {\"sulphates\": \"0.37\", \"avg_measure\": 6.333720930232558}, {\"sulphates\": \"0.47\", \"avg_measure\": 6.324127906976744}, {\"sulphates\": \"0.63\", \"avg_measure\": 6.320833333333333}, {\"sulphates\": \"0.57\", \"avg_measure\": 6.30843373493976}, {\"sulphates\": \"0.59\", \"avg_measure\": 6.304639175257732}, {\"sulphates\": \"1.01\", \"avg_measure\": 6.3}, {\"sulphates\": \"0.36\", \"avg_measure\": 6.2804166666666665}, {\"sulphates\": \"0.6\", \"avg_measure\": 6.230681818181818}, {\"sulphates\": \"0.42\", \"avg_measure\": 6.2229281767955795}, {\"sulphates\": \"0.34\", \"avg_measure\": 6.120833333333333}, {\"sulphates\": \"0.54\", \"avg_measure\": 6.094910179640719}, {\"sulphates\": \"0.39\", \"avg_measure\": 5.9341059602649}, {\"sulphates\": \"1.08\", \"avg_measure\": 5.7}, {\"sulphates\": \"0.8\", \"avg_measure\": 5.6899999999999995}, {\"sulphates\": \"0.4\", \"avg_measure\": 5.636607142857143}, {\"sulphates\": \"0.77\", \"avg_measure\": 5.603125}, {\"sulphates\": \"0.76\", \"avg_measure\": 5.563157894736842}, {\"sulphates\": \"0.55\", \"avg_measure\": 5.538725490196079}, {\"sulphates\": \"0.64\", \"avg_measure\": 5.447014925373134}, {\"sulphates\": \"0.31\", \"avg_measure\": 5.3671428571428565}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.8}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..84fe70480b65ed724bf30ce940b4fa86a295f686 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:04:05.513522+00:00", + "ended_at": "2026-05-04T09:04:16.924836+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_35f77f83af082080", + "problem_id": "v2p_n3_578a139384c182a0", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=residual sugar.", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_35f77f83af082080.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_35f77f83af082080", + "api_calls": 0, + "input_tokens": 22306, + "cached_input_tokens": 19840, + "output_tokens": 142, + "total_tokens": 22448, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2215, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2323, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11367.16, + "sql_execution_elapsed_ms_total": 14.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_35f77f83af082080\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..44f53a6f13dbeaa4647b7009fbe2966f6d01d4a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_35f77f83af082080/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:04:16.901391+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11367.16, "started_at": "2026-05-04T09:04:05.515371+00:00", "ended_at": "2026-05-04T09:04:16.874240+00:00", "prompt_metrics": {"chars": 7762, "bytes_utf8": 7762, "lines": 240, "estimated_tokens": 2215}, "response_metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22306, "cached_input_tokens": 19840, "output_tokens": 142}, "stderr_preview": "2026-05-04T09:04:05.709740Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:04:08.003557Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=fixed acidity.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "quality", + "measure_col": "fixed acidity", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..947a7f9ae105c79aab9c26a70aa098d3297ff3d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df249-6ec8-7f73-8b56-1ab32cb51555"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"fixed acidity\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"quality\\\";\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"quality\\\" and measure_col=\\\"fixed acidity\\\". Cast \\\"fixed acidity\\\" to REAL because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22331,"cached_input_tokens":20864,"output_tokens":182}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e723de5e723c5e4a7b9bff0bf114b82e4f00fd3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"quality\", AVG(CAST(\"fixed acidity\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY \"quality\";","notes":"Applied the planned Support-Guarded Group Average template with group_col=\"quality\" and measure_col=\"fixed acidity\". Cast \"fixed acidity\" to REAL because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1df8724e53eed168776715bb1a7c088370e6da95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:19:52.105353Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:19:54.610755Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:20:03.714501Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c6a49e79f2f3f697d9b318bca6b2bf9cdf53472 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=fixed acidity. +Result preview: [{"quality": "3", "avg_measure": 7.6, "support": 20}, {"quality": "4", "avg_measure": 7.129447852760736, "support": 163}, {"quality": "5", "avg_measure": 6.933973919011668, "support": 1457}, {"quality": "6", "avg_measure": 6.837670609645132, "support": 2198}, {"quality": "7", "avg_measure": 6.73471590909091, "support": 880}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6b62fa34597a20f064f1f296fb2c9e73175dc8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_381e288bb6ea525b +-- problem_id: v2p_n3_be2bf3ca01fd05e1 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("fixed acidity" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY "quality"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b49fee62529d3c58ea7274fa29ae5e56494d86c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"quality\", AVG(CAST(\"fixed acidity\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY \"quality\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"fixed acidity\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"quality\\\";\", \"columns\": [\"quality\", \"avg_measure\", \"support\"], \"rows\": [{\"quality\": \"3\", \"avg_measure\": 7.6, \"support\": 20}, {\"quality\": \"4\", \"avg_measure\": 7.129447852760736, \"support\": 163}, {\"quality\": \"5\", \"avg_measure\": 6.933973919011668, \"support\": 1457}, {\"quality\": \"6\", \"avg_measure\": 6.837670609645132, \"support\": 2198}, {\"quality\": \"7\", \"avg_measure\": 6.73471590909091, \"support\": 880}, {\"quality\": \"8\", \"avg_measure\": 6.6571428571428575, \"support\": 175}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.66}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f84fdba375b2844f381ded3f84964278841c825 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:19:51.869281+00:00", + "ended_at": "2026-05-04T09:20:04.387295+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_381e288bb6ea525b", + "problem_id": "v2p_n3_be2bf3ca01fd05e1", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=fixed acidity.", + "bindings": { + "group_col": "quality", + "measure_col": "fixed acidity", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_381e288bb6ea525b.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_381e288bb6ea525b", + "api_calls": 0, + "input_tokens": 22331, + "cached_input_tokens": 20864, + "output_tokens": 182, + "total_tokens": 22513, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2242, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2351, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12481.08, + "sql_execution_elapsed_ms_total": 3.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_381e288bb6ea525b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..913349630b7bb57c62a8ee7752fc9279213b47a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:20:04.375278+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12481.08, "started_at": "2026-05-04T09:19:51.872584+00:00", "ended_at": "2026-05-04T09:20:04.354012+00:00", "prompt_metrics": {"chars": 7823, "bytes_utf8": 7823, "lines": 240, "estimated_tokens": 2242}, "response_metrics": {"chars": 443, "bytes_utf8": 443, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22331, "cached_input_tokens": 20864, "output_tokens": 182}, "stderr_preview": "2026-05-04T09:19:52.105353Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:19:54.610755Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"quality\\\";\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"quality\\\" and measure_col=\\\"fixed acidity\\\". Cast \\\"fixed acidity\\\" to REAL because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..765470a103a412cd6f7cefdb2f387b4fe1043811 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_381e288bb6ea525b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_381e288bb6ea525b", + "api_calls": 0, + "input_tokens": 22331, + "cached_input_tokens": 20864, + "output_tokens": 182, + "total_tokens": 22513, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2242, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2351, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12481.08, + "sql_execution_elapsed_ms_total": 3.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_381e288bb6ea525b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..43a3ff0a2dee273293af33c6c1cd5bb4bf0f027a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7752, "bytes_utf8": 7752, "lines": 240, "estimated_tokens": 2209}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22300, "cached_input_tokens": 19840, "output_tokens": 160}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ccbaa0c69f811e1375bd7b63a86a56d03db69083 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_39c30004be336e6a", + "api_calls": 0, + "input_tokens": 22300, + "cached_input_tokens": 19840, + "output_tokens": 160, + "total_tokens": 22460, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2209, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2313, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12010.5, + "sql_execution_elapsed_ms_total": 15.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_39c30004be336e6a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7b14f068a1d3c133a91e0a75e4465fab423d5096 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:06:00.034090+00:00", + "ended_at": "2026-05-04T09:06:12.041568+00:00", + "elapsed_ms": 12010.5, + "prompt_metrics": { + "chars": 7752, + "bytes_utf8": 7752, + "lines": 240, + "estimated_tokens": 2209 + }, + "stdout_metrics": { + "chars": 787, + "bytes_utf8": 787, + "lines": 4, + "estimated_tokens": 209 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13216 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 463, + "bytes_utf8": 463, + "lines": 1, + "estimated_tokens": 104 + }, + "usage": { + "input_tokens": 22300, + "cached_input_tokens": 19840, + "output_tokens": 160 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2ab30f6a8e2e297b2d448ab370309feb327b233 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=density.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "quality", + "measure_col": "density", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c30e54bdba8328a36fbd9bcee069f0e20ee2334c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23c-bd86-72d2-8a21-43fe1b56bb07"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"quality\\\",\\n AVG(CAST(\\\"density\\\" AS REAL)) OVER (PARTITION BY \\\"quality\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the required Window Partition Average template with group_col bound to \\\"quality\\\" and measure_col bound to \\\"density\\\". CAST to REAL was added because the schema stores values as TEXT, and SQLite AVG should operate on numeric values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22300,"cached_input_tokens":19840,"output_tokens":160}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9062744139f05bcecbc5afa7034e0b5a9c37bb75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"quality\",\n AVG(CAST(\"density\" AS REAL)) OVER (PARTITION BY \"quality\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Applied the required Window Partition Average template with group_col bound to \"quality\" and measure_col bound to \"density\". CAST to REAL was added because the schema stores values as TEXT, and SQLite AVG should operate on numeric values."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c955354137a699b6a7a34e303ed84ea9a46c9eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:06:00.275682Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:06:02.721677Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:06:11.269877Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3ed1516a04401cad292fe7ac425b2768c4f3337 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=density. +Result preview: [{"quality": "5", "avg_measure": 0.9952625703500343}, {"quality": "3", "avg_measure": 0.9948840000000001}, {"quality": "4", "avg_measure": 0.9942766871165645}, {"quality": "6", "avg_measure": 0.9939613489535942}, {"quality": "7", "avg_measure": 0.9924523977272728}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d09d90361b6380de55933662fa639545eabbbaa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_39c30004be336e6a +-- problem_id: v2p_n3_ff32f34af6927735 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "quality", + AVG(CAST("density" AS REAL)) OVER (PARTITION BY "quality") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..651f43dcbcab73b809d7996e7dc2c2b351fef8d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"quality\",\n AVG(CAST(\"density\" AS REAL)) OVER (PARTITION BY \"quality\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"quality\\\",\\n AVG(CAST(\\\"density\\\" AS REAL)) OVER (PARTITION BY \\\"quality\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"quality\", \"avg_measure\"], \"rows\": [{\"quality\": \"5\", \"avg_measure\": 0.9952625703500343}, {\"quality\": \"3\", \"avg_measure\": 0.9948840000000001}, {\"quality\": \"4\", \"avg_measure\": 0.9942766871165645}, {\"quality\": \"6\", \"avg_measure\": 0.9939613489535942}, {\"quality\": \"7\", \"avg_measure\": 0.9924523977272728}, {\"quality\": \"8\", \"avg_measure\": 0.9922359428571429}, {\"quality\": \"9\", \"avg_measure\": 0.99146}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6f129dd43b38470328332e582a44a5fe95e6b5a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:06:00.034090+00:00", + "ended_at": "2026-05-04T09:06:12.093341+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_39c30004be336e6a", + "problem_id": "v2p_n3_ff32f34af6927735", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=density.", + "bindings": { + "group_col": "quality", + "measure_col": "density", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_39c30004be336e6a.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_39c30004be336e6a", + "api_calls": 0, + "input_tokens": 22300, + "cached_input_tokens": 19840, + "output_tokens": 160, + "total_tokens": 22460, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2209, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2313, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12010.5, + "sql_execution_elapsed_ms_total": 15.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_39c30004be336e6a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c9dd0a578229a0f31a9ab9e2c8cbde5b051d0c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_39c30004be336e6a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:06:12.068966+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12010.5, "started_at": "2026-05-04T09:06:00.034090+00:00", "ended_at": "2026-05-04T09:06:12.041568+00:00", "prompt_metrics": {"chars": 7752, "bytes_utf8": 7752, "lines": 240, "estimated_tokens": 2209}, "response_metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22300, "cached_input_tokens": 19840, "output_tokens": 160}, "stderr_preview": "2026-05-04T09:06:00.275682Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:06:02.721677Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=residual sugar.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..46ab883c03f252969edf861f3b81aba50a47384e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23b-2a96-7970-b862-9abebdd4c3f7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sulphates\\\",\\n AVG(CAST(\\\"residual sugar\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"sulphates\\\" and measure_col=\\\"residual sugar\\\". Cast \\\"residual sugar\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22307,"cached_input_tokens":20864,"output_tokens":225}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c232d5b405398fd558f839778dfeb1420737317d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sulphates\",\n AVG(CAST(\"residual sugar\" AS REAL)) OVER (PARTITION BY \"sulphates\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"sulphates\" and measure_col=\"residual sugar\". Cast \"residual sugar\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3eb9264a81770294430ce51e3141b82bbbf237ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:04:17.102261Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:04:19.499344Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:04:29.726916Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f534ca826714831eaf39b44f2e4fa0ab2bc2d4a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=residual sugar. +Result preview: [{"sulphates": "0.82", "avg_measure": 10.569230769230769}, {"sulphates": "0.22", "avg_measure": 8.55}, {"sulphates": "0.78", "avg_measure": 8.51842105263158}, {"sulphates": "0.88", "avg_measure": 8.257142857142856}, {"sulphates": "0.5", "avg_measure": 8.137951807228916}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..707a3ba7b2e87e29f7a49ef39dc6e106bec0679b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_3b7ce7ea611a2483 +-- problem_id: v2p_n3_10d6cca2850d6157 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sulphates", + AVG(CAST("residual sugar" AS REAL)) OVER (PARTITION BY "sulphates") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bfd453ce1aaca40f053af4e47969558789a94897 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sulphates\",\n AVG(CAST(\"residual sugar\" AS REAL)) OVER (PARTITION BY \"sulphates\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sulphates\\\",\\n AVG(CAST(\\\"residual sugar\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sulphates\", \"avg_measure\"], \"rows\": [{\"sulphates\": \"0.82\", \"avg_measure\": 10.569230769230769}, {\"sulphates\": \"0.22\", \"avg_measure\": 8.55}, {\"sulphates\": \"0.78\", \"avg_measure\": 8.51842105263158}, {\"sulphates\": \"0.88\", \"avg_measure\": 8.257142857142856}, {\"sulphates\": \"0.5\", \"avg_measure\": 8.137951807228916}, {\"sulphates\": \"0.85\", \"avg_measure\": 7.933333333333333}, {\"sulphates\": \"0.67\", \"avg_measure\": 7.83}, {\"sulphates\": \"0.79\", \"avg_measure\": 7.6812499999999995}, {\"sulphates\": \"0.29\", \"avg_measure\": 7.296875}, {\"sulphates\": \"0.49\", \"avg_measure\": 7.229216867469879}, {\"sulphates\": \"0.69\", \"avg_measure\": 7.203333333333333}, {\"sulphates\": \"0.75\", \"avg_measure\": 7.125}, {\"sulphates\": \"0.46\", \"avg_measure\": 6.955777777777778}, {\"sulphates\": \"0.53\", \"avg_measure\": 6.8970370370370375}, {\"sulphates\": \"0.44\", \"avg_measure\": 6.878703703703703}, {\"sulphates\": \"0.38\", \"avg_measure\": 6.867990654205608}, {\"sulphates\": \"0.35\", \"avg_measure\": 6.82764705882353}, {\"sulphates\": \"0.3\", \"avg_measure\": 6.748387096774193}, {\"sulphates\": \"0.41\", \"avg_measure\": 6.627338129496403}, {\"sulphates\": \"0.51\", \"avg_measure\": 6.615}, {\"sulphates\": \"0.56\", \"avg_measure\": 6.609259259259259}, {\"sulphates\": \"0.45\", \"avg_measure\": 6.55308988764045}, {\"sulphates\": \"0.43\", \"avg_measure\": 6.541925465838509}, {\"sulphates\": \"0.48\", \"avg_measure\": 6.476256983240224}, {\"sulphates\": \"0.26\", \"avg_measure\": 6.449999999999999}, {\"sulphates\": \"0.61\", \"avg_measure\": 6.435555555555556}, {\"sulphates\": \"0.27\", \"avg_measure\": 6.434615384615385}, {\"sulphates\": \"0.23\", \"avg_measure\": 6.4}, {\"sulphates\": \"0.58\", \"avg_measure\": 6.348484848484849}, {\"sulphates\": \"0.52\", \"avg_measure\": 6.346474358974358}, {\"sulphates\": \"0.37\", \"avg_measure\": 6.333720930232558}, {\"sulphates\": \"0.47\", \"avg_measure\": 6.324127906976744}, {\"sulphates\": \"0.63\", \"avg_measure\": 6.320833333333333}, {\"sulphates\": \"0.57\", \"avg_measure\": 6.30843373493976}, {\"sulphates\": \"0.59\", \"avg_measure\": 6.304639175257732}, {\"sulphates\": \"1.01\", \"avg_measure\": 6.3}, {\"sulphates\": \"0.36\", \"avg_measure\": 6.2804166666666665}, {\"sulphates\": \"0.6\", \"avg_measure\": 6.230681818181818}, {\"sulphates\": \"0.42\", \"avg_measure\": 6.2229281767955795}, {\"sulphates\": \"0.34\", \"avg_measure\": 6.120833333333333}, {\"sulphates\": \"0.54\", \"avg_measure\": 6.094910179640719}, {\"sulphates\": \"0.39\", \"avg_measure\": 5.9341059602649}, {\"sulphates\": \"1.08\", \"avg_measure\": 5.7}, {\"sulphates\": \"0.8\", \"avg_measure\": 5.6899999999999995}, {\"sulphates\": \"0.4\", \"avg_measure\": 5.636607142857143}, {\"sulphates\": \"0.77\", \"avg_measure\": 5.603125}, {\"sulphates\": \"0.76\", \"avg_measure\": 5.563157894736842}, {\"sulphates\": \"0.55\", \"avg_measure\": 5.538725490196079}, {\"sulphates\": \"0.64\", \"avg_measure\": 5.447014925373134}, {\"sulphates\": \"0.31\", \"avg_measure\": 5.3671428571428565}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 12.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9b73e43190af8ba77ee143c9544c92bbb7d0a8e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:04:16.927302+00:00", + "ended_at": "2026-05-04T09:04:31.139450+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_3b7ce7ea611a2483", + "problem_id": "v2p_n3_10d6cca2850d6157", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=residual sugar.", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_3b7ce7ea611a2483.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_3b7ce7ea611a2483", + "api_calls": 0, + "input_tokens": 22307, + "cached_input_tokens": 20864, + "output_tokens": 225, + "total_tokens": 22532, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2216, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2324, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14173.04, + "sql_execution_elapsed_ms_total": 12.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_3b7ce7ea611a2483\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..555d819ef1992567049995c71274494886b8e15c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3b7ce7ea611a2483/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:04:31.120114+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14173.04, "started_at": "2026-05-04T09:04:16.929466+00:00", "ended_at": "2026-05-04T09:04:31.102081+00:00", "prompt_metrics": {"chars": 7767, "bytes_utf8": 7767, "lines": 240, "estimated_tokens": 2216}, "response_metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22307, "cached_input_tokens": 20864, "output_tokens": 225}, "stderr_preview": "2026-05-04T09:04:17.102261Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:04:19.499344Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=chlorides.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sulphates", + "measure_col": "chlorides", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..86340eef5701722c15f1afaeb03af7fe2d57e7c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df251-26fe-7842-b5f4-4be1cda82137"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n CAST(\\\"chlorides\\\" AS REAL) AS \\\"chlorides_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"chlorides\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"chlorides\\\" IS NOT NULL\\n),\\n\\\"percentile_point\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"chlorides_value\\\" AS \\\"percentile_measure\\\",\\n \\\"cnt\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INT)\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_point\\\"\\nWHERE \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"sulphates\\\" group by ordering CAST(\\\"chlorides\\\" AS REAL) within each group and selecting row CEIL(0.9 * group_size).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22333,"cached_input_tokens":21888,"output_tokens":545}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fc98672d59c71820cb4354cab8347b875f776a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sulphates\",\n CAST(\"chlorides\" AS REAL) AS \"chlorides_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"chlorides\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"chlorides\" IS NOT NULL\n),\n\"percentile_point\" AS (\n SELECT\n \"sulphates\",\n \"chlorides_value\" AS \"percentile_measure\",\n \"cnt\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INT)\n)\nSELECT\n \"sulphates\",\n \"percentile_measure\"\nFROM \"percentile_point\"\nWHERE \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \"sulphates\" group by ordering CAST(\"chlorides\" AS REAL) within each group and selecting row CEIL(0.9 * group_size)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a872312912fa05ff7b474c7eba92dbececf29484 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:28:17.990687Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:28:20.375179Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:28:42.069017Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce783a495c3065d8827f66950e4f33dfe2635528 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=chlorides. +Result preview: [{"sulphates": "0.88", "percentile_measure": 0.071}, {"sulphates": "0.81", "percentile_measure": 0.069}, {"sulphates": "0.57", "percentile_measure": 0.067}, {"sulphates": "0.8", "percentile_measure": 0.066}, {"sulphates": "0.42", "percentile_measure": 0.063}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e6de92eade5a7d68ebae4f801a5d5af97582bc1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_3d51e2086e7d1992 +-- problem_id: v2p_n3_54c2dbb2f43cdb16 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sulphates", + CAST("chlorides" AS REAL) AS "chlorides_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY CAST("chlorides" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "n3" + WHERE "sulphates" IS NOT NULL + AND "chlorides" IS NOT NULL +), +"percentile_point" AS ( + SELECT + "sulphates", + "chlorides_value" AS "percentile_measure", + "cnt" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INT) +) +SELECT + "sulphates", + "percentile_measure" +FROM "percentile_point" +WHERE "cnt" >= 5 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce9d5774ede61d387422ff9e044104566d29b5f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sulphates\",\n CAST(\"chlorides\" AS REAL) AS \"chlorides_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"chlorides\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"chlorides\" IS NOT NULL\n),\n\"percentile_point\" AS (\n SELECT\n \"sulphates\",\n \"chlorides_value\" AS \"percentile_measure\",\n \"cnt\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INT)\n)\nSELECT\n \"sulphates\",\n \"percentile_measure\"\nFROM \"percentile_point\"\nWHERE \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n CAST(\\\"chlorides\\\" AS REAL) AS \\\"chlorides_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"chlorides\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"chlorides\\\" IS NOT NULL\\n),\\n\\\"percentile_point\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"chlorides_value\\\" AS \\\"percentile_measure\\\",\\n \\\"cnt\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INT)\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_point\\\"\\nWHERE \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"sulphates\", \"percentile_measure\"], \"rows\": [{\"sulphates\": \"0.88\", \"percentile_measure\": 0.071}, {\"sulphates\": \"0.81\", \"percentile_measure\": 0.069}, {\"sulphates\": \"0.57\", \"percentile_measure\": 0.067}, {\"sulphates\": \"0.8\", \"percentile_measure\": 0.066}, {\"sulphates\": \"0.42\", \"percentile_measure\": 0.063}, {\"sulphates\": \"0.67\", \"percentile_measure\": 0.063}, {\"sulphates\": \"0.71\", \"percentile_measure\": 0.063}, {\"sulphates\": \"0.7\", \"percentile_measure\": 0.062}, {\"sulphates\": \"0.47\", \"percentile_measure\": 0.061}, {\"sulphates\": \"0.53\", \"percentile_measure\": 0.061}, {\"sulphates\": \"0.38\", \"percentile_measure\": 0.06}, {\"sulphates\": \"0.44\", \"percentile_measure\": 0.06}, {\"sulphates\": \"0.48\", \"percentile_measure\": 0.06}, {\"sulphates\": \"0.49\", \"percentile_measure\": 0.06}, {\"sulphates\": \"0.51\", \"percentile_measure\": 0.06}, {\"sulphates\": \"0.56\", \"percentile_measure\": 0.06}, {\"sulphates\": \"0.58\", \"percentile_measure\": 0.06}, {\"sulphates\": \"0.69\", \"percentile_measure\": 0.06}, {\"sulphates\": \"0.39\", \"percentile_measure\": 0.059}, {\"sulphates\": \"0.52\", \"percentile_measure\": 0.059}, {\"sulphates\": \"0.62\", \"percentile_measure\": 0.059}, {\"sulphates\": \"0.64\", \"percentile_measure\": 0.059}, {\"sulphates\": \"0.4\", \"percentile_measure\": 0.058}, {\"sulphates\": \"0.41\", \"percentile_measure\": 0.058}, {\"sulphates\": \"0.43\", \"percentile_measure\": 0.058}, {\"sulphates\": \"0.45\", \"percentile_measure\": 0.058}, {\"sulphates\": \"0.46\", \"percentile_measure\": 0.058}, {\"sulphates\": \"0.5\", \"percentile_measure\": 0.058}, {\"sulphates\": \"0.36\", \"percentile_measure\": 0.057}, {\"sulphates\": \"0.59\", \"percentile_measure\": 0.057}, {\"sulphates\": \"0.63\", \"percentile_measure\": 0.057}, {\"sulphates\": \"0.3\", \"percentile_measure\": 0.056}, {\"sulphates\": \"0.35\", \"percentile_measure\": 0.056}, {\"sulphates\": \"0.55\", \"percentile_measure\": 0.056}, {\"sulphates\": \"0.54\", \"percentile_measure\": 0.055}, {\"sulphates\": \"0.82\", \"percentile_measure\": 0.055}, {\"sulphates\": \"0.61\", \"percentile_measure\": 0.054}, {\"sulphates\": \"0.72\", \"percentile_measure\": 0.054}, {\"sulphates\": \"0.28\", \"percentile_measure\": 0.053}, {\"sulphates\": \"0.6\", \"percentile_measure\": 0.053}, {\"sulphates\": \"0.76\", \"percentile_measure\": 0.053}, {\"sulphates\": \"0.77\", \"percentile_measure\": 0.053}, {\"sulphates\": \"0.79\", \"percentile_measure\": 0.053}, {\"sulphates\": \"0.98\", \"percentile_measure\": 0.053}, {\"sulphates\": \"0.37\", \"percentile_measure\": 0.052}, {\"sulphates\": \"0.65\", \"percentile_measure\": 0.052}, {\"sulphates\": \"0.66\", \"percentile_measure\": 0.052}, {\"sulphates\": \"0.75\", \"percentile_measure\": 0.052}, {\"sulphates\": \"0.78\", \"percentile_measure\": 0.051}, {\"sulphates\": \"0.34\", \"percentile_measure\": 0.05}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 18.69}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a5a40b8376293d261fd4e93270b08b6a2e71dd70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:28:17.749448+00:00", + "ended_at": "2026-05-04T09:28:42.761503+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_3d51e2086e7d1992", + "problem_id": "v2p_n3_54c2dbb2f43cdb16", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=chlorides.", + "bindings": { + "group_col": "sulphates", + "measure_col": "chlorides", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_3d51e2086e7d1992.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_3d51e2086e7d1992", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 21888, + "output_tokens": 545, + "total_tokens": 22878, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2242, + "estimated_output_tokens": 313, + "estimated_total_tokens": 2555, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24963.65, + "sql_execution_elapsed_ms_total": 18.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_3d51e2086e7d1992\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9804ba9fb4528d9731b56025b2efe2676894873 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:28:42.733716+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24963.65, "started_at": "2026-05-04T09:28:17.752465+00:00", "ended_at": "2026-05-04T09:28:42.712320+00:00", "prompt_metrics": {"chars": 7849, "bytes_utf8": 7849, "lines": 240, "estimated_tokens": 2242}, "response_metrics": {"chars": 1008, "bytes_utf8": 1008, "lines": 1, "estimated_tokens": 313}, "usage": {"input_tokens": 22333, "cached_input_tokens": 21888, "output_tokens": 545}, "stderr_preview": "2026-05-04T09:28:17.990687Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:28:20.375179Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"sulphates\\\" group by ordering CAST(\\\"chlorides\\\" AS REAL) within each group and selecting row CEIL(0.9 * group_"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2d60d5bacd72dab6462c920303b9272ecb166121 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3d51e2086e7d1992/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_3d51e2086e7d1992", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 21888, + "output_tokens": 545, + "total_tokens": 22878, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2242, + "estimated_output_tokens": 313, + "estimated_total_tokens": 2555, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24963.65, + "sql_execution_elapsed_ms_total": 18.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_3d51e2086e7d1992\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c2c530792227dcbc05a8fb12f5e9689601ede21 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 242, "estimated_tokens": 2256}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22347, "cached_input_tokens": 20864, "output_tokens": 180}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f2186d8b72ed8ea2fd6f9ffbc3b095a38ab6faee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_3ed3178b12be459a", + "api_calls": 0, + "input_tokens": 22347, + "cached_input_tokens": 20864, + "output_tokens": 180, + "total_tokens": 22527, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2256, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2368, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13168.69, + "sql_execution_elapsed_ms_total": 5.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_3ed3178b12be459a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2a608e0cec0b7c75ecaf5a417b4ca2d859f26874 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:22:37.210379+00:00", + "ended_at": "2026-05-04T09:22:50.379251+00:00", + "elapsed_ms": 13168.69, + "prompt_metrics": { + "chars": 7861, + "bytes_utf8": 7861, + "lines": 242, + "estimated_tokens": 2256 + }, + "stdout_metrics": { + "chars": 820, + "bytes_utf8": 820, + "lines": 4, + "estimated_tokens": 226 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13228 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 484, + "bytes_utf8": 484, + "lines": 1, + "estimated_tokens": 112 + }, + "usage": { + "input_tokens": 22347, + "cached_input_tokens": 20864, + "output_tokens": 180 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ae049b5f6c039a43ce383b582cd3be7d929aa80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=quality, measure_col=fixed acidity.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "measure_col": "fixed acidity", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d949839c4409c118e1fa18eb218935465b34202 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24b-f4b7-7403-b34d-4bc8c49f69ed"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\", AVG(CAST(\\\"fixed acidity\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the planned Two-Dimensional Group Average template with group_col=\\\"fixed acidity\\\", group_col_2=\\\"quality\\\", and measure_col=\\\"fixed acidity\\\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22347,"cached_input_tokens":20864,"output_tokens":180}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d1e58ce02c79a521a832549db2091d7ea2ebf3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"fixed acidity\", \"quality\", AVG(CAST(\"fixed acidity\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY avg_measure DESC;","notes":"Applied the planned Two-Dimensional Group Average template with group_col=\"fixed acidity\", group_col_2=\"quality\", and measure_col=\"fixed acidity\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93f6205d5789276930814de44ce2e6dfed5b8780 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:22:37.430685Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:22:39.813669Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:22:49.575863Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..26b58fde4459627ba731dfe5777c5659b0627dea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=quality, measure_col=fixed acidity. +Result preview: [{"fixed acidity": "14.2", "quality": "6", "avg_measure": 14.2}, {"fixed acidity": "11.8", "quality": "3", "avg_measure": 11.8}, {"fixed acidity": "10.7", "quality": "6", "avg_measure": 10.7}, {"fixed acidity": "10.3", "quality": "3", "avg_measure": 10.3}, {"fixed acidity": "10.3", "quality": "5", "avg_measure": 10.3}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..59a0f3a0d17c02bbab818bbd03c3a2b2c7818c0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_3ed3178b12be459a +-- problem_id: v2p_n3_e2b86cf547ce4a06 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", AVG(CAST("fixed acidity" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5b565d7aa4204bcb3c2058c8f25cc72c4b4f2c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"fixed acidity\", \"quality\", AVG(CAST(\"fixed acidity\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\", AVG(CAST(\\\"fixed acidity\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"quality\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"14.2\", \"quality\": \"6\", \"avg_measure\": 14.2}, {\"fixed acidity\": \"11.8\", \"quality\": \"3\", \"avg_measure\": 11.8}, {\"fixed acidity\": \"10.7\", \"quality\": \"6\", \"avg_measure\": 10.7}, {\"fixed acidity\": \"10.3\", \"quality\": \"3\", \"avg_measure\": 10.3}, {\"fixed acidity\": \"10.3\", \"quality\": \"5\", \"avg_measure\": 10.3}, {\"fixed acidity\": \"10.2\", \"quality\": \"4\", \"avg_measure\": 10.2}, {\"fixed acidity\": \"10\", \"quality\": \"4\", \"avg_measure\": 10.0}, {\"fixed acidity\": \"10\", \"quality\": \"6\", \"avg_measure\": 10.0}, {\"fixed acidity\": \"9.9\", \"quality\": \"4\", \"avg_measure\": 9.9}, {\"fixed acidity\": \"9.9\", \"quality\": \"6\", \"avg_measure\": 9.9}, {\"fixed acidity\": \"9.8\", \"quality\": \"4\", \"avg_measure\": 9.8}, {\"fixed acidity\": \"9.8\", \"quality\": \"5\", \"avg_measure\": 9.8}, {\"fixed acidity\": \"9.7\", \"quality\": \"5\", \"avg_measure\": 9.7}, {\"fixed acidity\": \"9.7\", \"quality\": \"6\", \"avg_measure\": 9.7}, {\"fixed acidity\": \"9.6\", \"quality\": \"5\", \"avg_measure\": 9.6}, {\"fixed acidity\": \"9.6\", \"quality\": \"6\", \"avg_measure\": 9.6}, {\"fixed acidity\": \"9.5\", \"quality\": \"5\", \"avg_measure\": 9.5}, {\"fixed acidity\": \"9.5\", \"quality\": \"6\", \"avg_measure\": 9.5}, {\"fixed acidity\": \"9.4\", \"quality\": \"3\", \"avg_measure\": 9.4}, {\"fixed acidity\": \"9.4\", \"quality\": \"4\", \"avg_measure\": 9.4}, {\"fixed acidity\": \"9.4\", \"quality\": \"5\", \"avg_measure\": 9.4}, {\"fixed acidity\": \"9.4\", \"quality\": \"6\", \"avg_measure\": 9.4}, {\"fixed acidity\": \"9.3\", \"quality\": \"4\", \"avg_measure\": 9.3}, {\"fixed acidity\": \"9.3\", \"quality\": \"5\", \"avg_measure\": 9.3}, {\"fixed acidity\": \"9.2\", \"quality\": \"4\", \"avg_measure\": 9.2}, {\"fixed acidity\": \"9.2\", \"quality\": \"5\", \"avg_measure\": 9.2}, {\"fixed acidity\": \"9.2\", \"quality\": \"6\", \"avg_measure\": 9.2}, {\"fixed acidity\": \"9.2\", \"quality\": \"7\", \"avg_measure\": 9.2}, {\"fixed acidity\": \"9.1\", \"quality\": \"3\", \"avg_measure\": 9.1}, {\"fixed acidity\": \"9.1\", \"quality\": \"5\", \"avg_measure\": 9.1}, {\"fixed acidity\": \"9.1\", \"quality\": \"9\", \"avg_measure\": 9.1}, {\"fixed acidity\": \"9\", \"quality\": \"4\", \"avg_measure\": 9.0}, {\"fixed acidity\": \"9\", \"quality\": \"5\", \"avg_measure\": 9.0}, {\"fixed acidity\": \"9\", \"quality\": \"6\", \"avg_measure\": 9.0}, {\"fixed acidity\": \"9\", \"quality\": \"7\", \"avg_measure\": 9.0}, {\"fixed acidity\": \"8.9\", \"quality\": \"5\", \"avg_measure\": 8.9}, {\"fixed acidity\": \"8.9\", \"quality\": \"6\", \"avg_measure\": 8.9}, {\"fixed acidity\": \"8.9\", \"quality\": \"7\", \"avg_measure\": 8.9}, {\"fixed acidity\": \"8.8\", \"quality\": \"4\", \"avg_measure\": 8.8}, {\"fixed acidity\": \"8.8\", \"quality\": \"5\", \"avg_measure\": 8.8}, {\"fixed acidity\": \"8.8\", \"quality\": \"6\", \"avg_measure\": 8.8}, {\"fixed acidity\": \"8.8\", \"quality\": \"7\", \"avg_measure\": 8.8}, {\"fixed acidity\": \"8.7\", \"quality\": \"4\", \"avg_measure\": 8.7}, {\"fixed acidity\": \"8.7\", \"quality\": \"5\", \"avg_measure\": 8.7}, {\"fixed acidity\": \"8.7\", \"quality\": \"6\", \"avg_measure\": 8.7}, {\"fixed acidity\": \"8.7\", \"quality\": \"7\", \"avg_measure\": 8.7}, {\"fixed acidity\": \"8.6\", \"quality\": \"3\", \"avg_measure\": 8.6}, {\"fixed acidity\": \"8.6\", \"quality\": \"4\", \"avg_measure\": 8.6}, {\"fixed acidity\": \"8.6\", \"quality\": \"5\", \"avg_measure\": 8.6}, {\"fixed acidity\": \"8.6\", \"quality\": \"6\", \"avg_measure\": 8.6}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.28}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4ed6986ba2f25e217f80c996dc292f9be0081a65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:22:37.206293+00:00", + "ended_at": "2026-05-04T09:22:50.411513+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_3ed3178b12be459a", + "problem_id": "v2p_n3_e2b86cf547ce4a06", + "dataset_id": "n3", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=quality, measure_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "measure_col": "fixed acidity", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_3ed3178b12be459a.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_3ed3178b12be459a", + "api_calls": 0, + "input_tokens": 22347, + "cached_input_tokens": 20864, + "output_tokens": 180, + "total_tokens": 22527, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2256, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2368, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13168.69, + "sql_execution_elapsed_ms_total": 5.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_3ed3178b12be459a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6747b66980184c630de3bf0d0ddc57797947177 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_3ed3178b12be459a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:22:50.397970+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13168.69, "started_at": "2026-05-04T09:22:37.210379+00:00", "ended_at": "2026-05-04T09:22:50.379251+00:00", "prompt_metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 242, "estimated_tokens": 2256}, "response_metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22347, "cached_input_tokens": 20864, "output_tokens": 180}, "stderr_preview": "2026-05-04T09:22:37.430685Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:22:39.813669Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=alcohol.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "alcohol", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec8733e0559914f80742f8c2514f9d6fcf069369 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df254-91cc-78e3-932d-159abb58c7ab"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"alcohol\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING SUM(CAST(\\\"alcohol\\\" AS REAL)) > 11.0\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"alcohol\\\". Casted \\\"alcohol\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22335,"cached_input_tokens":20864,"output_tokens":170}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..481226d0f13c5338b3156a8f41dfc252fd1ab2c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"fixed acidity\", SUM(CAST(\"alcohol\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING SUM(CAST(\"alcohol\" AS REAL)) > 11.0\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Applied the provided Thresholded Group Ranking template with group_col=\"fixed acidity\" and measure_col=\"alcohol\". Casted \"alcohol\" to REAL because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3b93c8bcab22f4e7b1b6dd3c8ec3888473cde15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:32:01.953218Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:32:04.287529Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:32:12.114136Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..eabd753042756ed9c3919f02811c0924709129b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=alcohol. +Result preview: [{"fixed acidity": "6.8", "total_measure": 3210.8}, {"fixed acidity": "6.6", "total_measure": 3009.4666666666667}, {"fixed acidity": "6.4", "total_measure": 2873.2466666666664}, {"fixed acidity": "6.9", "total_measure": 2535.3}, {"fixed acidity": "6.7", "total_measure": 2486.4866666666667}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e88ba1b603774a7415d5151e33fd0b0a777a9890 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_40227f3026dea7f2 +-- problem_id: v2p_n3_aca3f394eb0ad086 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("alcohol" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "fixed acidity" +HAVING SUM(CAST("alcohol" AS REAL)) > 11.0 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9339cfacc0c520ae93eea94cda1f4e3d009fac5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"fixed acidity\", SUM(CAST(\"alcohol\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING SUM(CAST(\"alcohol\" AS REAL)) > 11.0\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"alcohol\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING SUM(CAST(\\\"alcohol\\\" AS REAL)) > 11.0\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"fixed acidity\", \"total_measure\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"total_measure\": 3210.8}, {\"fixed acidity\": \"6.6\", \"total_measure\": 3009.4666666666667}, {\"fixed acidity\": \"6.4\", \"total_measure\": 2873.2466666666664}, {\"fixed acidity\": \"6.9\", \"total_measure\": 2535.3}, {\"fixed acidity\": \"6.7\", \"total_measure\": 2486.4866666666667}, {\"fixed acidity\": \"7\", \"total_measure\": 2441.1}, {\"fixed acidity\": \"6.5\", \"total_measure\": 2371.65}, {\"fixed acidity\": \"7.1\", \"total_measure\": 2119.5666666666666}, {\"fixed acidity\": \"7.2\", \"total_measure\": 2117.7}, {\"fixed acidity\": \"6.2\", \"total_measure\": 2012.05}, {\"fixed acidity\": \"6\", \"total_measure\": 1975.6333333333334}, {\"fixed acidity\": \"6.3\", \"total_measure\": 1975.23}, {\"fixed acidity\": \"7.4\", \"total_measure\": 1952.1666666666665}, {\"fixed acidity\": \"7.3\", \"total_measure\": 1824.7}, {\"fixed acidity\": \"6.1\", \"total_measure\": 1648.8}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.3}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0e74bd4f5c3704c971904b5c340f4c9d9c0aa8ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:32:01.730454+00:00", + "ended_at": "2026-05-04T09:32:13.159148+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_40227f3026dea7f2", + "problem_id": "v2p_n3_aca3f394eb0ad086", + "dataset_id": "n3", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=alcohol.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "alcohol", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=120" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_40227f3026dea7f2.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_40227f3026dea7f2", + "api_calls": 0, + "input_tokens": 22335, + "cached_input_tokens": 20864, + "output_tokens": 170, + "total_tokens": 22505, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2246, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2368, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11390.14, + "sql_execution_elapsed_ms_total": 7.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_40227f3026dea7f2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a7518591fb84a641a3dfdf225140fcb26c5ea958 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:32:13.141872+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11390.14, "started_at": "2026-05-04T09:32:01.733548+00:00", "ended_at": "2026-05-04T09:32:13.124040+00:00", "prompt_metrics": {"chars": 7847, "bytes_utf8": 7847, "lines": 240, "estimated_tokens": 2246}, "response_metrics": {"chars": 477, "bytes_utf8": 477, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22335, "cached_input_tokens": 20864, "output_tokens": 170}, "stderr_preview": "2026-05-04T09:32:01.953218Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:32:04.287529Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 11.0\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"alcohol\\\". Casted \\\"alcohol\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cb651218a9897613ed78dd8b7e9d2fafe078508f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_40227f3026dea7f2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_40227f3026dea7f2", + "api_calls": 0, + "input_tokens": 22335, + "cached_input_tokens": 20864, + "output_tokens": 170, + "total_tokens": 22505, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2246, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2368, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11390.14, + "sql_execution_elapsed_ms_total": 7.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_40227f3026dea7f2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab09a2b88ec9553017aff23f671c6d2b7382ac6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7841, "bytes_utf8": 7841, "lines": 238, "estimated_tokens": 2254}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 506, "bytes_utf8": 506, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 22345, "cached_input_tokens": 20864, "output_tokens": 248}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7175a1d56f23960d7a447c4fc1032c984cad9d94 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_41c96f78935bd840", + "api_calls": 0, + "input_tokens": 22345, + "cached_input_tokens": 20864, + "output_tokens": 248, + "total_tokens": 22593, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2254, + "estimated_output_tokens": 141, + "estimated_total_tokens": 2395, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15244.92, + "sql_execution_elapsed_ms_total": 12.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_41c96f78935bd840\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..272015b0483d3cd3505461fb56b1f02e0f3e8265 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:31:19.415832+00:00", + "ended_at": "2026-05-04T09:31:34.660340+00:00", + "elapsed_ms": 15244.92, + "prompt_metrics": { + "chars": 7841, + "bytes_utf8": 7841, + "lines": 238, + "estimated_tokens": 2254 + }, + "stdout_metrics": { + "chars": 852, + "bytes_utf8": 852, + "lines": 4, + "estimated_tokens": 260 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13167 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 506, + "bytes_utf8": 506, + "lines": 1, + "estimated_tokens": 141 + }, + "usage": { + "input_tokens": 22345, + "cached_input_tokens": 20864, + "output_tokens": 248 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..29f9628a0dd04940e1c6ee2c98435a304afb71be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=chlorides.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "chlorides", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..98649a343e0bf08e9e19d3834f36941f416e21c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df253-ec79-7972-9f22-fc5c90074f8c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"chlorides\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"chlorides\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n3\\\"\\n)\\nSELECT \\\"chlorides\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"chlorides\\\" AS REAL) DESC;\",\"notes\":\"Used the provided Quantile Tail Slice template with measure_col bound to \\\"chlorides\\\" and num_tiles=10. CAST to REAL is applied because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22345,"cached_input_tokens":20864,"output_tokens":248}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..582a873a7f5d00344ca189b50ed844092f23bd51 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"chlorides\",\n NTILE(10) OVER (ORDER BY CAST(\"chlorides\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n3\"\n)\nSELECT \"chlorides\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"chlorides\" AS REAL) DESC;","notes":"Used the provided Quantile Tail Slice template with measure_col bound to \"chlorides\" and num_tiles=10. CAST to REAL is applied because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58594ab14082b41219736523abcfb6cc85d3795b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:31:19.599739Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:31:22.123503Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:31:34.106968Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..284e7332518b147356f02a40fe525c4d5082db55 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=chlorides. +Result preview: [{"chlorides": "0.346"}, {"chlorides": "0.301"}, {"chlorides": "0.29"}, {"chlorides": "0.271"}, {"chlorides": "0.255"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d561e732d4ba4c0ddacf0fb6450a01b91c34f1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n3_41c96f78935bd840 +-- problem_id: v2p_n3_ceb959e4c0616094 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + "chlorides", + NTILE(10) OVER (ORDER BY CAST("chlorides" AS REAL) DESC) AS "tail_bucket" + FROM "n3" +) +SELECT "chlorides" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("chlorides" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25877a1a1a6f0a0a2468c00d5b15bc8d5e565785 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"chlorides\",\n NTILE(10) OVER (ORDER BY CAST(\"chlorides\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n3\"\n)\nSELECT \"chlorides\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"chlorides\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"chlorides\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"chlorides\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n3\\\"\\n)\\nSELECT \\\"chlorides\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"chlorides\\\" AS REAL) DESC;\", \"columns\": [\"chlorides\"], \"rows\": [{\"chlorides\": \"0.346\"}, {\"chlorides\": \"0.301\"}, {\"chlorides\": \"0.29\"}, {\"chlorides\": \"0.271\"}, {\"chlorides\": \"0.255\"}, {\"chlorides\": \"0.244\"}, {\"chlorides\": \"0.24\"}, {\"chlorides\": \"0.239\"}, {\"chlorides\": \"0.217\"}, {\"chlorides\": \"0.212\"}, {\"chlorides\": \"0.211\"}, {\"chlorides\": \"0.209\"}, {\"chlorides\": \"0.208\"}, {\"chlorides\": \"0.208\"}, {\"chlorides\": \"0.204\"}, {\"chlorides\": \"0.201\"}, {\"chlorides\": \"0.201\"}, {\"chlorides\": \"0.2\"}, {\"chlorides\": \"0.197\"}, {\"chlorides\": \"0.197\"}, {\"chlorides\": \"0.194\"}, {\"chlorides\": \"0.186\"}, {\"chlorides\": \"0.185\"}, {\"chlorides\": \"0.185\"}, {\"chlorides\": \"0.184\"}, {\"chlorides\": \"0.184\"}, {\"chlorides\": \"0.18\"}, {\"chlorides\": \"0.179\"}, {\"chlorides\": \"0.176\"}, {\"chlorides\": \"0.176\"}, {\"chlorides\": \"0.175\"}, {\"chlorides\": \"0.175\"}, {\"chlorides\": \"0.174\"}, {\"chlorides\": \"0.174\"}, {\"chlorides\": \"0.173\"}, {\"chlorides\": \"0.173\"}, {\"chlorides\": \"0.172\"}, {\"chlorides\": \"0.172\"}, {\"chlorides\": \"0.171\"}, {\"chlorides\": \"0.17\"}, {\"chlorides\": \"0.17\"}, {\"chlorides\": \"0.169\"}, {\"chlorides\": \"0.169\"}, {\"chlorides\": \"0.168\"}, {\"chlorides\": \"0.168\"}, {\"chlorides\": \"0.168\"}, {\"chlorides\": \"0.167\"}, {\"chlorides\": \"0.167\"}, {\"chlorides\": \"0.16\"}, {\"chlorides\": \"0.16\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 12.02}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..df25c36d04a4cd73a579710bd8220f00f608d6e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:31:19.412952+00:00", + "ended_at": "2026-05-04T09:31:34.700561+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_41c96f78935bd840", + "problem_id": "v2p_n3_ceb959e4c0616094", + "dataset_id": "n3", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=chlorides.", + "bindings": { + "measure_col": "chlorides", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_41c96f78935bd840.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_41c96f78935bd840", + "api_calls": 0, + "input_tokens": 22345, + "cached_input_tokens": 20864, + "output_tokens": 248, + "total_tokens": 22593, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2254, + "estimated_output_tokens": 141, + "estimated_total_tokens": 2395, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15244.92, + "sql_execution_elapsed_ms_total": 12.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_41c96f78935bd840\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4836700206cc2715f3e800854b2f6d9682ec5c67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_41c96f78935bd840/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:31:34.678329+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15244.92, "started_at": "2026-05-04T09:31:19.415832+00:00", "ended_at": "2026-05-04T09:31:34.660340+00:00", "prompt_metrics": {"chars": 7841, "bytes_utf8": 7841, "lines": 238, "estimated_tokens": 2254}, "response_metrics": {"chars": 506, "bytes_utf8": 506, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 22345, "cached_input_tokens": 20864, "output_tokens": 248}, "stderr_preview": "2026-05-04T09:31:19.599739Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:31:22.123503Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=quality, measure_col=volatile acidity.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "quality", + "measure_col": "volatile acidity", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1829aa73a287b04433c5f93e339c402359ea9fa2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df255-215e-77f1-85fb-ac64738b9686"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"quality\\\", SUM(CAST(\\\"volatile acidity\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING SUM(CAST(\\\"volatile acidity\\\" AS REAL)) > 0.32\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"quality\\\" and measure_col=\\\"volatile acidity\\\". Cast \\\"volatile acidity\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22333,"cached_input_tokens":20864,"output_tokens":141}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7383712553a33c0f3d8fdb2a8acd9f7451b82d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"quality\", SUM(CAST(\"volatile acidity\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING SUM(CAST(\"volatile acidity\" AS REAL)) > 0.32\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"quality\" and measure_col=\"volatile acidity\". Cast \"volatile acidity\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ce45037c8b370b8d7b2e195cfbb372118c33bb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:32:38.692500Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:32:40.990329Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:32:48.925747Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d7a8e12f3ce3c440983dc9269d4405c0f02e06d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=quality, measure_col=volatile acidity. +Result preview: [{"quality": "6", "total_measure": 572.72}, {"quality": "5", "total_measure": 440.03000000000003}, {"quality": "7", "total_measure": 231.235}, {"quality": "4", "total_measure": 62.14}, {"quality": "8", "total_measure": 48.545}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c3a2febcb24d80e861e90e6ee37d626ed8bb4c43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_423ed86a8d0966f7 +-- problem_id: v2p_n3_105696b98ef521c9 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", SUM(CAST("volatile acidity" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "quality" +HAVING SUM(CAST("volatile acidity" AS REAL)) > 0.32 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4dc5a758fe67b35f1b462aed4bff56ccef0d8dfb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"quality\", SUM(CAST(\"volatile acidity\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING SUM(CAST(\"volatile acidity\" AS REAL)) > 0.32\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"quality\\\", SUM(CAST(\\\"volatile acidity\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING SUM(CAST(\\\"volatile acidity\\\" AS REAL)) > 0.32\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"quality\", \"total_measure\"], \"rows\": [{\"quality\": \"6\", \"total_measure\": 572.72}, {\"quality\": \"5\", \"total_measure\": 440.03000000000003}, {\"quality\": \"7\", \"total_measure\": 231.235}, {\"quality\": \"4\", \"total_measure\": 62.14}, {\"quality\": \"8\", \"total_measure\": 48.545}, {\"quality\": \"3\", \"total_measure\": 6.665}, {\"quality\": \"9\", \"total_measure\": 1.49}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.47}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fb27cd3acf1d7f7a5b7f194a958c7bf148573046 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:32:38.431691+00:00", + "ended_at": "2026-05-04T09:32:49.448823+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_423ed86a8d0966f7", + "problem_id": "v2p_n3_105696b98ef521c9", + "dataset_id": "n3", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=quality, measure_col=volatile acidity.", + "bindings": { + "group_col": "quality", + "measure_col": "volatile acidity", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_423ed86a8d0966f7.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_423ed86a8d0966f7", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 20864, + "output_tokens": 141, + "total_tokens": 22474, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2244, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2359, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10974.92, + "sql_execution_elapsed_ms_total": 4.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_423ed86a8d0966f7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6fbafe19c589f02be483389e7a4b6a1a7bddc6d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:32:49.431688+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10974.92, "started_at": "2026-05-04T09:32:38.436250+00:00", "ended_at": "2026-05-04T09:32:49.402129+00:00", "prompt_metrics": {"chars": 7849, "bytes_utf8": 7849, "lines": 240, "estimated_tokens": 2244}, "response_metrics": {"chars": 468, "bytes_utf8": 468, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22333, "cached_input_tokens": 20864, "output_tokens": 141}, "stderr_preview": "2026-05-04T09:32:38.692500Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:32:40.990329Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0.32\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"quality\\\" and measure_col=\\\"volatile acidity\\\". Cast \\\"volatile acidity\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8bd99ab8b2595f37640c2aa37d6b864879b65549 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_423ed86a8d0966f7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_423ed86a8d0966f7", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 20864, + "output_tokens": 141, + "total_tokens": 22474, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2244, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2359, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10974.92, + "sql_execution_elapsed_ms_total": 4.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_423ed86a8d0966f7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb0f6898eff5ed542ce61a9b09a4df111d6f23bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7867, "bytes_utf8": 7867, "lines": 240, "estimated_tokens": 2239}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 767, "bytes_utf8": 767, "lines": 1, "estimated_tokens": 205}, "usage": {"input_tokens": 22330, "cached_input_tokens": 20864, "output_tokens": 618}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ea3da241d08421dedbd632b2cfeb8a782a92c676 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_4295db35d0d05093", + "api_calls": 0, + "input_tokens": 22330, + "cached_input_tokens": 20864, + "output_tokens": 618, + "total_tokens": 22948, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2239, + "estimated_output_tokens": 205, + "estimated_total_tokens": 2444, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19539.69, + "sql_execution_elapsed_ms_total": 19.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_4295db35d0d05093\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c9411dc3feccdc9eef3afcec7b56123105b8da4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:29:37.249774+00:00", + "ended_at": "2026-05-04T09:29:56.789316+00:00", + "elapsed_ms": 19539.69, + "prompt_metrics": { + "chars": 7867, + "bytes_utf8": 7867, + "lines": 240, + "estimated_tokens": 2239 + }, + "stdout_metrics": { + "chars": 1124, + "bytes_utf8": 1124, + "lines": 4, + "estimated_tokens": 337 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13215 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 767, + "bytes_utf8": 767, + "lines": 1, + "estimated_tokens": 205 + }, + "usage": { + "input_tokens": 22330, + "cached_input_tokens": 20864, + "output_tokens": 618 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd40cadf973904919ddb7b706f01ece48c1db020 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "free sulfur dioxide", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..03f83acae1191e361effa2010f31fd7c078d0319 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df252-5d77-72d1-bf5a-63ebce0de184"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH ranked AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"free sulfur dioxide\\\" AS REAL) AS measure_value,\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"free sulfur dioxide\\\" AS REAL)\\n ) AS rn,\\n COUNT(*) OVER (\\n PARTITION BY \\\"quality\\\"\\n ) AS cnt\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"free sulfur dioxide\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"quality\\\",\\n measure_value AS percentile_measure\\nFROM ranked\\nWHERE rn = CAST(((cnt * 9) + 9) / 10 AS INTEGER)\\nORDER BY percentile_measure DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile per quality group on CAST(\\\"free sulfur dioxide\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22330,"cached_input_tokens":20864,"output_tokens":618}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c9d0ef6446c400de36c58db5c7732bbb972ab42 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH ranked AS (\n SELECT\n \"quality\",\n CAST(\"free sulfur dioxide\" AS REAL) AS measure_value,\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"free sulfur dioxide\" AS REAL)\n ) AS rn,\n COUNT(*) OVER (\n PARTITION BY \"quality\"\n ) AS cnt\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"free sulfur dioxide\" IS NOT NULL\n)\nSELECT\n \"quality\",\n measure_value AS percentile_measure\nFROM ranked\nWHERE rn = CAST(((cnt * 9) + 9) / 10 AS INTEGER)\nORDER BY percentile_measure DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile per quality group on CAST(\"free sulfur dioxide\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e1110f478315954875aa1d56bd3d7578f9d5d3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:29:37.507068Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:29:39.832541Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:29:55.895858Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0bfe9196e82f2779813cdbe25d4c87d1b6f2e59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=free sulfur dioxide. +Result preview: [{"quality": "3", "percentile_measure": 124.0}, {"quality": "5", "percentile_measure": 60.0}, {"quality": "9", "percentile_measure": 57.0}, {"quality": "6", "percentile_measure": 56.0}, {"quality": "8", "percentile_measure": 53.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a92cdbe42a11eddbaf517a57a63d7c4e124800f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_4295db35d0d05093 +-- problem_id: v2p_n3_cfdcbef71d69822b +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT + "quality", + CAST("free sulfur dioxide" AS REAL) AS measure_value, + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("free sulfur dioxide" AS REAL) + ) AS rn, + COUNT(*) OVER ( + PARTITION BY "quality" + ) AS cnt + FROM "n3" + WHERE "quality" IS NOT NULL + AND "free sulfur dioxide" IS NOT NULL +) +SELECT + "quality", + measure_value AS percentile_measure +FROM ranked +WHERE rn = CAST(((cnt * 9) + 9) / 10 AS INTEGER) +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..082ecae9cd85a3c532a9c4472d000bb545873cf4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH ranked AS (\n SELECT\n \"quality\",\n CAST(\"free sulfur dioxide\" AS REAL) AS measure_value,\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"free sulfur dioxide\" AS REAL)\n ) AS rn,\n COUNT(*) OVER (\n PARTITION BY \"quality\"\n ) AS cnt\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"free sulfur dioxide\" IS NOT NULL\n)\nSELECT\n \"quality\",\n measure_value AS percentile_measure\nFROM ranked\nWHERE rn = CAST(((cnt * 9) + 9) / 10 AS INTEGER)\nORDER BY percentile_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH ranked AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"free sulfur dioxide\\\" AS REAL) AS measure_value,\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"free sulfur dioxide\\\" AS REAL)\\n ) AS rn,\\n COUNT(*) OVER (\\n PARTITION BY \\\"quality\\\"\\n ) AS cnt\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"free sulfur dioxide\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"quality\\\",\\n measure_value AS percentile_measure\\nFROM ranked\\nWHERE rn = CAST(((cnt * 9) + 9) / 10 AS INTEGER)\\nORDER BY percentile_measure DESC;\", \"columns\": [\"quality\", \"percentile_measure\"], \"rows\": [{\"quality\": \"3\", \"percentile_measure\": 124.0}, {\"quality\": \"5\", \"percentile_measure\": 60.0}, {\"quality\": \"9\", \"percentile_measure\": 57.0}, {\"quality\": \"6\", \"percentile_measure\": 56.0}, {\"quality\": \"8\", \"percentile_measure\": 53.0}, {\"quality\": \"4\", \"percentile_measure\": 50.0}, {\"quality\": \"7\", \"percentile_measure\": 50.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.21}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7ad10bd106df93a8e379faa0ad460eb9073354be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:29:37.247410+00:00", + "ended_at": "2026-05-04T09:29:56.840649+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_4295db35d0d05093", + "problem_id": "v2p_n3_cfdcbef71d69822b", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=free sulfur dioxide.", + "bindings": { + "group_col": "quality", + "measure_col": "free sulfur dioxide", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=104" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_4295db35d0d05093.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_4295db35d0d05093", + "api_calls": 0, + "input_tokens": 22330, + "cached_input_tokens": 20864, + "output_tokens": 618, + "total_tokens": 22948, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2239, + "estimated_output_tokens": 205, + "estimated_total_tokens": 2444, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19539.69, + "sql_execution_elapsed_ms_total": 19.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_4295db35d0d05093\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f39414e75849ca6fc8ab8f2b789e2c555ccee58a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4295db35d0d05093/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:29:56.811764+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19539.69, "started_at": "2026-05-04T09:29:37.249774+00:00", "ended_at": "2026-05-04T09:29:56.789316+00:00", "prompt_metrics": {"chars": 7867, "bytes_utf8": 7867, "lines": 240, "estimated_tokens": 2239}, "response_metrics": {"chars": 767, "bytes_utf8": 767, "lines": 1, "estimated_tokens": 205}, "usage": {"input_tokens": 22330, "cached_input_tokens": 20864, "output_tokens": 618}, "stderr_preview": "2026-05-04T09:29:37.507068Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:29:39.832541Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=sulphates.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "sulphates", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c47b478777f25ff96cb94176806069fbab459256 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df252-a9ff-7562-a74f-a8c3534e27ce"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"sulphates\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"sulphates\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n)\\nSELECT \\\"sulphates\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"sulphates\\\" AS REAL) DESC;\",\"notes\":\"Used the required Quantile Tail Slice template with measure_col bound to \\\"sulphates\\\" and num_tiles=10. CAST to REAL ensures correct numeric ordering because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22348,"cached_input_tokens":19840,"output_tokens":362}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41a8e99f1038235afc2d8355554e4d67ac88d65e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"sulphates\",\n NTILE(10) OVER (ORDER BY CAST(\"sulphates\" AS REAL) DESC) AS tail_bucket\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n)\nSELECT \"sulphates\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"sulphates\" AS REAL) DESC;","notes":"Used the required Quantile Tail Slice template with measure_col bound to \"sulphates\" and num_tiles=10. CAST to REAL ensures correct numeric ordering because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67d37253335b67c0bcd683b7ee9716cdaebe4af6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:29:57.068839Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:29:59.389725Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:30:11.433825Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..91b7fdfd0c14b8e034241a5cf23141c9bf2c7d27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=sulphates. +Result preview: [{"sulphates": "1.08"}, {"sulphates": "1.06"}, {"sulphates": "1.01"}, {"sulphates": "1"}, {"sulphates": "0.99"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4443310682ee28dc9e0a3e608e52aacf08286b4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n3_43a87eb13e1018b1 +-- problem_id: v2p_n3_458775daa53f7139 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "sulphates", + NTILE(10) OVER (ORDER BY CAST("sulphates" AS REAL) DESC) AS tail_bucket + FROM "n3" + WHERE "sulphates" IS NOT NULL +) +SELECT "sulphates" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("sulphates" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2769c44ecd90e2210f20857efb4bdfbe161dd25f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"sulphates\",\n NTILE(10) OVER (ORDER BY CAST(\"sulphates\" AS REAL) DESC) AS tail_bucket\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n)\nSELECT \"sulphates\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"sulphates\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"sulphates\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"sulphates\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n)\\nSELECT \\\"sulphates\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"sulphates\\\" AS REAL) DESC;\", \"columns\": [\"sulphates\"], \"rows\": [{\"sulphates\": \"1.08\"}, {\"sulphates\": \"1.06\"}, {\"sulphates\": \"1.01\"}, {\"sulphates\": \"1\"}, {\"sulphates\": \"0.99\"}, {\"sulphates\": \"0.98\"}, {\"sulphates\": \"0.98\"}, {\"sulphates\": \"0.98\"}, {\"sulphates\": \"0.98\"}, {\"sulphates\": \"0.98\"}, {\"sulphates\": \"0.98\"}, {\"sulphates\": \"0.97\"}, {\"sulphates\": \"0.96\"}, {\"sulphates\": \"0.96\"}, {\"sulphates\": \"0.96\"}, {\"sulphates\": \"0.95\"}, {\"sulphates\": \"0.95\"}, {\"sulphates\": \"0.95\"}, {\"sulphates\": \"0.95\"}, {\"sulphates\": \"0.95\"}, {\"sulphates\": \"0.94\"}, {\"sulphates\": \"0.94\"}, {\"sulphates\": \"0.92\"}, {\"sulphates\": \"0.92\"}, {\"sulphates\": \"0.9\"}, {\"sulphates\": \"0.9\"}, {\"sulphates\": \"0.9\"}, {\"sulphates\": \"0.9\"}, {\"sulphates\": \"0.9\"}, {\"sulphates\": \"0.89\"}, {\"sulphates\": \"0.88\"}, {\"sulphates\": \"0.88\"}, {\"sulphates\": \"0.88\"}, {\"sulphates\": \"0.88\"}, {\"sulphates\": \"0.88\"}, {\"sulphates\": \"0.88\"}, {\"sulphates\": \"0.88\"}, {\"sulphates\": \"0.87\"}, {\"sulphates\": \"0.87\"}, {\"sulphates\": \"0.86\"}, {\"sulphates\": \"0.86\"}, {\"sulphates\": \"0.85\"}, {\"sulphates\": \"0.85\"}, {\"sulphates\": \"0.85\"}, {\"sulphates\": \"0.84\"}, {\"sulphates\": \"0.84\"}, {\"sulphates\": \"0.84\"}, {\"sulphates\": \"0.84\"}, {\"sulphates\": \"0.83\"}, {\"sulphates\": \"0.83\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 17.49}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..91f17d8b68114714204ea7bf865fdf10b3c60d0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:29:56.843769+00:00", + "ended_at": "2026-05-04T09:30:12.362261+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_43a87eb13e1018b1", + "problem_id": "v2p_n3_458775daa53f7139", + "dataset_id": "n3", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=sulphates.", + "bindings": { + "measure_col": "sulphates", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_43a87eb13e1018b1.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_43a87eb13e1018b1", + "api_calls": 0, + "input_tokens": 22348, + "cached_input_tokens": 19840, + "output_tokens": 362, + "total_tokens": 22710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2257, + "estimated_output_tokens": 152, + "estimated_total_tokens": 2409, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15440.01, + "sql_execution_elapsed_ms_total": 17.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_43a87eb13e1018b1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c6dc1db9608140e404c43cff4e8e2af08529816 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_43a87eb13e1018b1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:30:12.334101+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15440.01, "started_at": "2026-05-04T09:29:56.846029+00:00", "ended_at": "2026-05-04T09:30:12.283130+00:00", "prompt_metrics": {"chars": 7841, "bytes_utf8": 7841, "lines": 238, "estimated_tokens": 2257}, "response_metrics": {"chars": 547, "bytes_utf8": 547, "lines": 1, "estimated_tokens": 152}, "usage": {"input_tokens": 22348, "cached_input_tokens": 19840, "output_tokens": 362}, "stderr_preview": "2026-05-04T09:29:57.068839Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:29:59.389725Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sulphates.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "sulphates", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b6b94ea9ad437c48d9293f680d3a3313c1dd526 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df242-99c2-7180-b11a-1598b5d12df4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"sulphates\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided Grouped Count by Category template with group_col bound to \\\"sulphates\\\" on the single table \\\"n3\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22268,"cached_input_tokens":19840,"output_tokens":97}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dd0a4fef43983951e7e5f40a22ae131b61cc7f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"sulphates\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY row_count DESC;","notes":"Applied the provided Grouped Count by Category template with group_col bound to \"sulphates\" on the single table \"n3\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04b14c51b50457983e55c0a846ac56f9d37158e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:12:24.350840Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:12:26.857046Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:12:34.068328Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2bb58b50415acc6f5dec82e34b7ac66805dcfb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sulphates. +Result preview: [{"sulphates": "0.5", "row_count": 249}, {"sulphates": "0.46", "row_count": 225}, {"sulphates": "0.44", "row_count": 216}, {"sulphates": "0.38", "row_count": 214}, {"sulphates": "0.42", "row_count": 181}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..486c33c4d786ef87edab445bb3e7a77a134ff036 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n3_443176d191a905b2 +-- problem_id: v2p_n3_56306d3a105294e1 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", COUNT(*) AS row_count +FROM "n3" +GROUP BY "sulphates" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27c379af1d548a35558d94dff53da40111d152b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"sulphates\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"sulphates\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"sulphates\", \"row_count\"], \"rows\": [{\"sulphates\": \"0.5\", \"row_count\": 249}, {\"sulphates\": \"0.46\", \"row_count\": 225}, {\"sulphates\": \"0.44\", \"row_count\": 216}, {\"sulphates\": \"0.38\", \"row_count\": 214}, {\"sulphates\": \"0.42\", \"row_count\": 181}, {\"sulphates\": \"0.48\", \"row_count\": 179}, {\"sulphates\": \"0.45\", \"row_count\": 178}, {\"sulphates\": \"0.47\", \"row_count\": 172}, {\"sulphates\": \"0.4\", \"row_count\": 168}, {\"sulphates\": \"0.54\", \"row_count\": 167}, {\"sulphates\": \"0.49\", \"row_count\": 166}, {\"sulphates\": \"0.43\", \"row_count\": 161}, {\"sulphates\": \"0.52\", \"row_count\": 156}, {\"sulphates\": \"0.39\", \"row_count\": 151}, {\"sulphates\": \"0.51\", \"row_count\": 140}, {\"sulphates\": \"0.41\", \"row_count\": 139}, {\"sulphates\": \"0.53\", \"row_count\": 135}, {\"sulphates\": \"0.37\", \"row_count\": 129}, {\"sulphates\": \"0.36\", \"row_count\": 120}, {\"sulphates\": \"0.56\", \"row_count\": 108}, {\"sulphates\": \"0.55\", \"row_count\": 102}, {\"sulphates\": \"0.58\", \"row_count\": 99}, {\"sulphates\": \"0.59\", \"row_count\": 97}, {\"sulphates\": \"0.6\", \"row_count\": 88}, {\"sulphates\": \"0.35\", \"row_count\": 85}, {\"sulphates\": \"0.34\", \"row_count\": 84}, {\"sulphates\": \"0.57\", \"row_count\": 83}, {\"sulphates\": \"0.62\", \"row_count\": 68}, {\"sulphates\": \"0.64\", \"row_count\": 67}, {\"sulphates\": \"0.33\", \"row_count\": 59}, {\"sulphates\": \"0.32\", \"row_count\": 54}, {\"sulphates\": \"0.63\", \"row_count\": 48}, {\"sulphates\": \"0.61\", \"row_count\": 45}, {\"sulphates\": \"0.68\", \"row_count\": 44}, {\"sulphates\": \"0.66\", \"row_count\": 36}, {\"sulphates\": \"0.67\", \"row_count\": 35}, {\"sulphates\": \"0.31\", \"row_count\": 35}, {\"sulphates\": \"0.72\", \"row_count\": 33}, {\"sulphates\": \"0.3\", \"row_count\": 31}, {\"sulphates\": \"0.69\", \"row_count\": 30}, {\"sulphates\": \"0.65\", \"row_count\": 28}, {\"sulphates\": \"0.7\", \"row_count\": 27}, {\"sulphates\": \"0.75\", \"row_count\": 22}, {\"sulphates\": \"0.78\", \"row_count\": 19}, {\"sulphates\": \"0.76\", \"row_count\": 19}, {\"sulphates\": \"0.74\", \"row_count\": 19}, {\"sulphates\": \"0.71\", \"row_count\": 18}, {\"sulphates\": \"0.79\", \"row_count\": 16}, {\"sulphates\": \"0.77\", \"row_count\": 16}, {\"sulphates\": \"0.29\", \"row_count\": 16}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ec429f81fcec9a12ae202fe3e428b460c11edf3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:12:24.129861+00:00", + "ended_at": "2026-05-04T09:12:34.847123+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_443176d191a905b2", + "problem_id": "v2p_n3_56306d3a105294e1", + "dataset_id": "n3", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sulphates.", + "bindings": { + "group_col": "sulphates", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_443176d191a905b2.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_443176d191a905b2", + "api_calls": 0, + "input_tokens": 22268, + "cached_input_tokens": 19840, + "output_tokens": 97, + "total_tokens": 22365, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2177, + "estimated_output_tokens": 80, + "estimated_total_tokens": 2257, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10682.44, + "sql_execution_elapsed_ms_total": 3.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_443176d191a905b2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e3ef8085212ef7c4148d62de159b28132b5cd3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_443176d191a905b2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:12:34.837018+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10682.44, "started_at": "2026-05-04T09:12:24.129861+00:00", "ended_at": "2026-05-04T09:12:34.818487+00:00", "prompt_metrics": {"chars": 7580, "bytes_utf8": 7580, "lines": 238, "estimated_tokens": 2177}, "response_metrics": {"chars": 292, "bytes_utf8": 292, "lines": 1, "estimated_tokens": 80}, "usage": {"input_tokens": 22268, "cached_input_tokens": 19840, "output_tokens": 97}, "stderr_preview": "2026-05-04T09:12:24.350840Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:12:26.857046Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=citric acid.", + "planned_template_id": "tpl_m4_global_zscore_outliers", + "bindings": { + "measure_col": "citric acid", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2de59e8891d986365f9df527b99cf194cd6bf2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df257-fabe-7ed0-a878-a5d482d023f5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_global_zscore_outliers\\nWITH \\\"stats\\\" AS (\\n SELECT\\n AVG(CAST(\\\"citric acid\\\" AS REAL)) AS \\\"mean_val\\\",\\n SQRT(AVG(CAST(\\\"citric acid\\\" AS REAL) * CAST(\\\"citric acid\\\" AS REAL)) - AVG(CAST(\\\"citric acid\\\" AS REAL)) * AVG(CAST(\\\"citric acid\\\" AS REAL))) AS \\\"stddev_val\\\"\\n FROM \\\"n3\\\"\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"n3\\\".*,\\n (CAST(\\\"citric acid\\\" AS REAL) - \\\"stats\\\".\\\"mean_val\\\") / NULLIF(\\\"stats\\\".\\\"stddev_val\\\", 0) AS \\\"z_score\\\"\\n FROM \\\"n3\\\"\\n CROSS JOIN \\\"stats\\\"\\n)\\nSELECT *\\nFROM \\\"scored\\\"\\nWHERE ABS(\\\"z_score\\\") > 2.0\\nORDER BY CAST(\\\"citric acid\\\" AS REAL) DESC;\",\"notes\":\"Used the planned template intent with a SQLite-compatible standard deviation replacement based on SQRT(AVG(x*x) - AVG(x)*AVG(x)). Casted \\\"citric acid\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22379,"cached_input_tokens":21888,"output_tokens":333}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba6724699c837f5e98a039ac01a7648b536c38e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_global_zscore_outliers\nWITH \"stats\" AS (\n SELECT\n AVG(CAST(\"citric acid\" AS REAL)) AS \"mean_val\",\n SQRT(AVG(CAST(\"citric acid\" AS REAL) * CAST(\"citric acid\" AS REAL)) - AVG(CAST(\"citric acid\" AS REAL)) * AVG(CAST(\"citric acid\" AS REAL))) AS \"stddev_val\"\n FROM \"n3\"\n),\n\"scored\" AS (\n SELECT\n \"n3\".*,\n (CAST(\"citric acid\" AS REAL) - \"stats\".\"mean_val\") / NULLIF(\"stats\".\"stddev_val\", 0) AS \"z_score\"\n FROM \"n3\"\n CROSS JOIN \"stats\"\n)\nSELECT *\nFROM \"scored\"\nWHERE ABS(\"z_score\") > 2.0\nORDER BY CAST(\"citric acid\" AS REAL) DESC;","notes":"Used the planned template intent with a SQLite-compatible standard deviation replacement based on SQRT(AVG(x*x) - AVG(x)*AVG(x)). Casted \"citric acid\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..258d3c8a958848699f2e490bcd57d61331dd526a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:35:45.428577Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:35:47.801251Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:36:00.455579Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9be21cafc8927a54da13bf2cbf7ea00ae8ef3d23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=citric acid. +Result preview: [{"fixed acidity": "7.4", "volatile acidity": "0.2", "citric acid": "1.66", "residual sugar": "2.1", "chlorides": "0.022", "free sulfur dioxide": "34", "total sulfur dioxide": "113", "density": "0.99165", "pH": "3.26", "sulphates": "0.55", "alcohol": "12.2", "quality": "6", "z_score": 10.956420435027889}, {"fixed acidity": "7.6", "volatile acidity": "0.25", "citric acid": "1.23", "residual sugar": "4.6", "chlorides": "0.035", "free sulfur dioxide": "51", "total sulfur dioxide": "294", "density": "0.99018", "pH": "3.03", "sulphates": "0.43", "alcohol": "13.1", "quality": "6", "z_score": 7.402920204034122}, {"fixed acidity": "8.2", "volatile acidity": "0.345", "citric acid": "1", "residual sugar": "18.2", "chlorides": "0.047", "free sulfur dioxide": "55", "total sulfur dioxide": "205", "density": "0.99965", "pH": "2.96", "sulphates": "0.43", "alcohol": "9.6", "quality": "5", "z_score": 5.502210778153734}, {"fixed acidity": "7.5", "volatile acidity": "0.4", "citric acid": "1", "residual sugar": "19.5", "chlorides": "0.041", "free sulfur dioxide": "33", "total sulfur dioxide": "148", "density": "0.9977", "pH": "3.24", "sulphates": "0.38", "alcohol": "12", "quality": "6", "z_score": 5.502210778153734}, {"fixed acidity": "7.7", "volatile acidity": "0.49", "citric acid": "1", "residual sugar": "19.6", "chlorides": "0.03", "free sulfur dioxide": "28", "total sulfur dioxide": "135", "density": "0.9973", "pH": "3.24", "sulphates": "0.4", "alcohol": "12", "quality": "6", "z_score": 5.502210778153734}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..105eb747961f2a99d44b027bd41072cc9fda6565 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/generated_sql.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n3_4507fe9e164c188c +-- problem_id: v2p_n3_5826767908d77475 +-- realization_mode: agent +-- source_kind: agent +WITH "stats" AS ( + SELECT + AVG(CAST("citric acid" AS REAL)) AS "mean_val", + SQRT(AVG(CAST("citric acid" AS REAL) * CAST("citric acid" AS REAL)) - AVG(CAST("citric acid" AS REAL)) * AVG(CAST("citric acid" AS REAL))) AS "stddev_val" + FROM "n3" +), +"scored" AS ( + SELECT + "n3".*, + (CAST("citric acid" AS REAL) - "stats"."mean_val") / NULLIF("stats"."stddev_val", 0) AS "z_score" + FROM "n3" + CROSS JOIN "stats" +) +SELECT * +FROM "scored" +WHERE ABS("z_score") > 2.0 +ORDER BY CAST("citric acid" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2da5e2bf62dfce7a305047d5260d05352aa36162 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_global_zscore_outliers\nWITH \"stats\" AS (\n SELECT\n AVG(CAST(\"citric acid\" AS REAL)) AS \"mean_val\",\n SQRT(AVG(CAST(\"citric acid\" AS REAL) * CAST(\"citric acid\" AS REAL)) - AVG(CAST(\"citric acid\" AS REAL)) * AVG(CAST(\"citric acid\" AS REAL))) AS \"stddev_val\"\n FROM \"n3\"\n),\n\"scored\" AS (\n SELECT\n \"n3\".*,\n (CAST(\"citric acid\" AS REAL) - \"stats\".\"mean_val\") / NULLIF(\"stats\".\"stddev_val\", 0) AS \"z_score\"\n FROM \"n3\"\n CROSS JOIN \"stats\"\n)\nSELECT *\nFROM \"scored\"\nWHERE ABS(\"z_score\") > 2.0\nORDER BY CAST(\"citric acid\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_global_zscore_outliers\\nWITH \\\"stats\\\" AS (\\n SELECT\\n AVG(CAST(\\\"citric acid\\\" AS REAL)) AS \\\"mean_val\\\",\\n SQRT(AVG(CAST(\\\"citric acid\\\" AS REAL) * CAST(\\\"citric acid\\\" AS REAL)) - AVG(CAST(\\\"citric acid\\\" AS REAL)) * AVG(CAST(\\\"citric acid\\\" AS REAL))) AS \\\"stddev_val\\\"\\n FROM \\\"n3\\\"\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"n3\\\".*,\\n (CAST(\\\"citric acid\\\" AS REAL) - \\\"stats\\\".\\\"mean_val\\\") / NULLIF(\\\"stats\\\".\\\"stddev_val\\\", 0) AS \\\"z_score\\\"\\n FROM \\\"n3\\\"\\n CROSS JOIN \\\"stats\\\"\\n)\\nSELECT *\\nFROM \\\"scored\\\"\\nWHERE ABS(\\\"z_score\\\") > 2.0\\nORDER BY CAST(\\\"citric acid\\\" AS REAL) DESC;\", \"columns\": [\"fixed acidity\", \"volatile acidity\", \"citric acid\", \"residual sugar\", \"chlorides\", \"free sulfur dioxide\", \"total sulfur dioxide\", \"density\", \"pH\", \"sulphates\", \"alcohol\", \"quality\", \"z_score\"], \"rows\": [{\"fixed acidity\": \"7.4\", \"volatile acidity\": \"0.2\", \"citric acid\": \"1.66\", \"residual sugar\": \"2.1\", \"chlorides\": \"0.022\", \"free sulfur dioxide\": \"34\", \"total sulfur dioxide\": \"113\", \"density\": \"0.99165\", \"pH\": \"3.26\", \"sulphates\": \"0.55\", \"alcohol\": \"12.2\", \"quality\": \"6\", \"z_score\": 10.956420435027889}, {\"fixed acidity\": \"7.6\", \"volatile acidity\": \"0.25\", \"citric acid\": \"1.23\", \"residual sugar\": \"4.6\", \"chlorides\": \"0.035\", \"free sulfur dioxide\": \"51\", \"total sulfur dioxide\": \"294\", \"density\": \"0.99018\", \"pH\": \"3.03\", \"sulphates\": \"0.43\", \"alcohol\": \"13.1\", \"quality\": \"6\", \"z_score\": 7.402920204034122}, {\"fixed acidity\": \"8.2\", \"volatile acidity\": \"0.345\", \"citric acid\": \"1\", \"residual sugar\": \"18.2\", \"chlorides\": \"0.047\", \"free sulfur dioxide\": \"55\", \"total sulfur dioxide\": \"205\", \"density\": \"0.99965\", \"pH\": \"2.96\", \"sulphates\": \"0.43\", \"alcohol\": \"9.6\", \"quality\": \"5\", \"z_score\": 5.502210778153734}, {\"fixed acidity\": \"7.5\", \"volatile acidity\": \"0.4\", \"citric acid\": \"1\", \"residual sugar\": \"19.5\", \"chlorides\": \"0.041\", \"free sulfur dioxide\": \"33\", \"total sulfur dioxide\": \"148\", \"density\": \"0.9977\", \"pH\": \"3.24\", \"sulphates\": \"0.38\", \"alcohol\": \"12\", \"quality\": \"6\", \"z_score\": 5.502210778153734}, {\"fixed acidity\": \"7.7\", \"volatile acidity\": \"0.49\", \"citric acid\": \"1\", \"residual sugar\": \"19.6\", \"chlorides\": \"0.03\", \"free sulfur dioxide\": \"28\", \"total sulfur dioxide\": \"135\", \"density\": \"0.9973\", \"pH\": \"3.24\", \"sulphates\": \"0.4\", \"alcohol\": \"12\", \"quality\": \"6\", \"z_score\": 5.502210778153734}, {\"fixed acidity\": \"7.2\", \"volatile acidity\": \"0.21\", \"citric acid\": \"1\", \"residual sugar\": \"1.1\", \"chlorides\": \"0.154\", \"free sulfur dioxide\": \"46\", \"total sulfur dioxide\": \"114\", \"density\": \"0.9931\", \"pH\": \"2.95\", \"sulphates\": \"0.43\", \"alcohol\": \"9.2\", \"quality\": \"6\", \"z_score\": 5.502210778153734}, {\"fixed acidity\": \"7.7\", \"volatile acidity\": \"0.43\", \"citric acid\": \"1\", \"residual sugar\": \"19.95\", \"chlorides\": \"0.032\", \"free sulfur dioxide\": \"42\", \"total sulfur dioxide\": \"164\", \"density\": \"0.99742\", \"pH\": \"3.29\", \"sulphates\": \"0.5\", \"alcohol\": \"12\", \"quality\": \"6\", \"z_score\": 5.502210778153734}, {\"fixed acidity\": \"6.6\", \"volatile acidity\": \"0.19\", \"citric acid\": \"0.99\", \"residual sugar\": \"1.2\", \"chlorides\": \"0.122\", \"free sulfur dioxide\": \"45\", \"total sulfur dioxide\": \"129\", \"density\": \"0.9936\", \"pH\": \"3.09\", \"sulphates\": \"0.31\", \"alcohol\": \"8.7\", \"quality\": \"6\", \"z_score\": 5.419571237898065}, {\"fixed acidity\": \"6.3\", \"volatile acidity\": \"0.3\", \"citric acid\": \"0.91\", \"residual sugar\": \"8.2\", \"chlorides\": \"0.034\", \"free sulfur dioxide\": \"50\", \"total sulfur dioxide\": \"199\", \"density\": \"0.99394\", \"pH\": \"3.39\", \"sulphates\": \"0.49\", \"alcohol\": \"11.7\", \"quality\": \"6\", \"z_score\": 4.758454915852714}, {\"fixed acidity\": \"6.3\", \"volatile acidity\": \"0.3\", \"citric acid\": \"0.91\", \"residual sugar\": \"8.2\", \"chlorides\": \"0.034\", \"free sulfur dioxide\": \"50\", \"total sulfur dioxide\": \"199\", \"density\": \"0.99394\", \"pH\": \"3.39\", \"sulphates\": \"0.49\", \"alcohol\": \"11.7\", \"quality\": \"6\", \"z_score\": 4.758454915852714}, {\"fixed acidity\": \"10.2\", \"volatile acidity\": \"0.44\", \"citric acid\": \"0.88\", \"residual sugar\": \"6.2\", \"chlorides\": \"0.049\", \"free sulfur dioxide\": \"20\", \"total sulfur dioxide\": \"124\", \"density\": \"0.9968\", \"pH\": \"2.99\", \"sulphates\": \"0.51\", \"alcohol\": \"9.9\", \"quality\": \"4\", \"z_score\": 4.510536295085707}, {\"fixed acidity\": \"7.1\", \"volatile acidity\": \"0.34\", \"citric acid\": \"0.86\", \"residual sugar\": \"1.4\", \"chlorides\": \"0.174\", \"free sulfur dioxide\": \"36\", \"total sulfur dioxide\": \"99\", \"density\": \"0.99288\", \"pH\": \"2.92\", \"sulphates\": \"0.5\", \"alcohol\": \"9.3\", \"quality\": \"5\", \"z_score\": 4.345257214574369}, {\"fixed acidity\": \"6.7\", \"volatile acidity\": \"0.325\", \"citric acid\": \"0.82\", \"residual sugar\": \"1.2\", \"chlorides\": \"0.152\", \"free sulfur dioxide\": \"49\", \"total sulfur dioxide\": \"120\", \"density\": \"0.99312\", \"pH\": \"2.99\", \"sulphates\": \"0.38\", \"alcohol\": \"9.2\", \"quality\": \"5\", \"z_score\": 4.014699053551692}, {\"fixed acidity\": \"7.2\", \"volatile acidity\": \"0.23\", \"citric acid\": \"0.82\", \"residual sugar\": \"1.3\", \"chlorides\": \"0.149\", \"free sulfur dioxide\": \"70\", \"total sulfur dioxide\": \"109\", \"density\": \"0.99304\", \"pH\": \"2.93\", \"sulphates\": \"0.42\", \"alcohol\": \"9.2\", \"quality\": \"6\", \"z_score\": 4.014699053551692}, {\"fixed acidity\": \"6.9\", \"volatile acidity\": \"0.21\", \"citric acid\": \"0.81\", \"residual sugar\": \"1.1\", \"chlorides\": \"0.137\", \"free sulfur dioxide\": \"52\", \"total sulfur dioxide\": \"123\", \"density\": \"0.9932\", \"pH\": \"3.03\", \"sulphates\": \"0.39\", \"alcohol\": \"9.2\", \"quality\": \"6\", \"z_score\": 3.9320595132960237}, {\"fixed acidity\": \"6.5\", \"volatile acidity\": \"0.39\", \"citric acid\": \"0.81\", \"residual sugar\": \"1.2\", \"chlorides\": \"0.217\", \"free sulfur dioxide\": \"14\", \"total sulfur dioxide\": \"74\", \"density\": \"0.9936\", \"pH\": \"3.08\", \"sulphates\": \"0.53\", \"alcohol\": \"9.5\", \"quality\": \"5\", \"z_score\": 3.9320595132960237}, {\"fixed acidity\": \"7.4\", \"volatile acidity\": \"0.21\", \"citric acid\": \"0.8\", \"residual sugar\": \"12.3\", \"chlorides\": \"0.038\", \"free sulfur dioxide\": \"77\", \"total sulfur dioxide\": \"183\", \"density\": \"0.99778\", \"pH\": \"2.95\", \"sulphates\": \"0.48\", \"alcohol\": \"9\", \"quality\": \"5\", \"z_score\": 3.8494199730403547}, {\"fixed acidity\": \"7.4\", \"volatile acidity\": \"0.21\", \"citric acid\": \"0.8\", \"residual sugar\": \"12.3\", \"chlorides\": \"0.038\", \"free sulfur dioxide\": \"77\", \"total sulfur dioxide\": \"183\", \"density\": \"0.99778\", \"pH\": \"2.95\", \"sulphates\": \"0.48\", \"alcohol\": \"9\", \"quality\": \"5\", \"z_score\": 3.8494199730403547}, {\"fixed acidity\": \"7.5\", \"volatile acidity\": \"0.27\", \"citric acid\": \"0.79\", \"residual sugar\": \"11.95\", \"chlorides\": \"0.04\", \"free sulfur dioxide\": \"51\", \"total sulfur dioxide\": \"159\", \"density\": \"0.99839\", \"pH\": \"2.98\", \"sulphates\": \"0.44\", \"alcohol\": \"8.7\", \"quality\": \"5\", \"z_score\": 3.7667804327846857}, {\"fixed acidity\": \"7.1\", \"volatile acidity\": \"0.39\", \"citric acid\": \"0.79\", \"residual sugar\": \"1.4\", \"chlorides\": \"0.194\", \"free sulfur dioxide\": \"23\", \"total sulfur dioxide\": \"90\", \"density\": \"0.99212\", \"pH\": \"3.17\", \"sulphates\": \"0.46\", \"alcohol\": \"10.5\", \"quality\": \"6\", \"z_score\": 3.7667804327846857}, {\"fixed acidity\": \"7.5\", \"volatile acidity\": \"0.28\", \"citric acid\": \"0.78\", \"residual sugar\": \"12.1\", \"chlorides\": \"0.041\", \"free sulfur dioxide\": \"53\", \"total sulfur dioxide\": \"161\", \"density\": \"0.99838\", \"pH\": \"2.98\", \"sulphates\": \"0.44\", \"alcohol\": \"8.7\", \"quality\": \"5\", \"z_score\": 3.6841408925290167}, {\"fixed acidity\": \"7\", \"volatile acidity\": \"0.33\", \"citric acid\": \"0.78\", \"residual sugar\": \"9.9\", \"chlorides\": \"0.042\", \"free sulfur dioxide\": \"21\", \"total sulfur dioxide\": \"251\", \"density\": \"0.99435\", \"pH\": \"3.01\", \"sulphates\": \"0.55\", \"alcohol\": \"11\", \"quality\": \"6\", \"z_score\": 3.6841408925290167}, {\"fixed acidity\": \"6.8\", \"volatile acidity\": \"0.34\", \"citric acid\": \"0.74\", \"residual sugar\": \"2.8\", \"chlorides\": \"0.088\", \"free sulfur dioxide\": \"23\", \"total sulfur dioxide\": \"185\", \"density\": \"0.9928\", \"pH\": \"3.51\", \"sulphates\": \"0.7\", \"alcohol\": \"12\", \"quality\": \"6\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"7.4\", \"volatile acidity\": \"0.31\", \"citric acid\": \"0.74\", \"residual sugar\": \"10.7\", \"chlorides\": \"0.039\", \"free sulfur dioxide\": \"51\", \"total sulfur dioxide\": \"147\", \"density\": \"0.9977\", \"pH\": \"3.02\", \"sulphates\": \"0.43\", \"alcohol\": \"8.7\", \"quality\": \"5\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"6.9\", \"volatile acidity\": \"0.35\", \"citric acid\": \"0.74\", \"residual sugar\": \"1\", \"chlorides\": \"0.044\", \"free sulfur dioxide\": \"18\", \"total sulfur dioxide\": \"132\", \"density\": \"0.992\", \"pH\": \"3.13\", \"sulphates\": \"0.55\", \"alcohol\": \"10.2\", \"quality\": \"5\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"7.6\", \"volatile acidity\": \"0.14\", \"citric acid\": \"0.74\", \"residual sugar\": \"1.6\", \"chlorides\": \"0.04\", \"free sulfur dioxide\": \"27\", \"total sulfur dioxide\": \"103\", \"density\": \"0.9916\", \"pH\": \"3.07\", \"sulphates\": \"0.4\", \"alcohol\": \"10.8\", \"quality\": \"7\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"9.8\", \"volatile acidity\": \"0.25\", \"citric acid\": \"0.74\", \"residual sugar\": \"10\", \"chlorides\": \"0.056\", \"free sulfur dioxide\": \"36\", \"total sulfur dioxide\": \"225\", \"density\": \"0.9977\", \"pH\": \"3.06\", \"sulphates\": \"0.43\", \"alcohol\": \"10\", \"quality\": \"4\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"8.5\", \"volatile acidity\": \"0.56\", \"citric acid\": \"0.74\", \"residual sugar\": \"17.85\", \"chlorides\": \"0.051\", \"free sulfur dioxide\": \"51\", \"total sulfur dioxide\": \"243\", \"density\": \"1.0005\", \"pH\": \"2.99\", \"sulphates\": \"0.7\", \"alcohol\": \"9.2\", \"quality\": \"5\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"7.2\", \"volatile acidity\": \"0.26\", \"citric acid\": \"0.74\", \"residual sugar\": \"13.6\", \"chlorides\": \"0.05\", \"free sulfur dioxide\": \"56\", \"total sulfur dioxide\": \"162\", \"density\": \"0.998\", \"pH\": \"3.03\", \"sulphates\": \"0.44\", \"alcohol\": \"8.8\", \"quality\": \"5\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"8.3\", \"volatile acidity\": \"0.2\", \"citric acid\": \"0.74\", \"residual sugar\": \"4.45\", \"chlorides\": \"0.044\", \"free sulfur dioxide\": \"33\", \"total sulfur dioxide\": \"130\", \"density\": \"0.9924\", \"pH\": \"3.25\", \"sulphates\": \"0.42\", \"alcohol\": \"12.2\", \"quality\": \"6\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"6.9\", \"volatile acidity\": \"0.34\", \"citric acid\": \"0.74\", \"residual sugar\": \"11.2\", \"chlorides\": \"0.069\", \"free sulfur dioxide\": \"44\", \"total sulfur dioxide\": \"150\", \"density\": \"0.9968\", \"pH\": \"3\", \"sulphates\": \"0.81\", \"alcohol\": \"9.2\", \"quality\": \"5\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"8.3\", \"volatile acidity\": \"0.2\", \"citric acid\": \"0.74\", \"residual sugar\": \"4.45\", \"chlorides\": \"0.044\", \"free sulfur dioxide\": \"33\", \"total sulfur dioxide\": \"130\", \"density\": \"0.9924\", \"pH\": \"3.25\", \"sulphates\": \"0.42\", \"alcohol\": \"12.2\", \"quality\": \"6\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"7.1\", \"volatile acidity\": \"0.22\", \"citric acid\": \"0.74\", \"residual sugar\": \"2.7\", \"chlorides\": \"0.044\", \"free sulfur dioxide\": \"42\", \"total sulfur dioxide\": \"144\", \"density\": \"0.991\", \"pH\": \"3.31\", \"sulphates\": \"0.41\", \"alcohol\": \"12.2\", \"quality\": \"6\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"8.5\", \"volatile acidity\": \"0.17\", \"citric acid\": \"0.74\", \"residual sugar\": \"3.6\", \"chlorides\": \"0.05\", \"free sulfur dioxide\": \"29\", \"total sulfur dioxide\": \"128\", \"density\": \"0.9928\", \"pH\": \"3.28\", \"sulphates\": \"0.4\", \"alcohol\": \"12.4\", \"quality\": \"6\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"7\", \"volatile acidity\": \"0.2\", \"citric acid\": \"0.74\", \"residual sugar\": \"0.8\", \"chlorides\": \"0.044\", \"free sulfur dioxide\": \"19\", \"total sulfur dioxide\": \"163\", \"density\": \"0.9931\", \"pH\": \"3.46\", \"sulphates\": \"0.53\", \"alcohol\": \"10.2\", \"quality\": \"5\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"6.7\", \"volatile acidity\": \"0.25\", \"citric acid\": \"0.74\", \"residual sugar\": \"19.4\", \"chlorides\": \"0.054\", \"free sulfur dioxide\": \"44\", \"total sulfur dioxide\": \"169\", \"density\": \"1.0004\", \"pH\": \"3.51\", \"sulphates\": \"0.45\", \"alcohol\": \"9.8\", \"quality\": \"6\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"6.5\", \"volatile acidity\": \"0.26\", \"citric acid\": \"0.74\", \"residual sugar\": \"13.3\", \"chlorides\": \"0.044\", \"free sulfur dioxide\": \"68\", \"total sulfur dioxide\": \"224\", \"density\": \"0.9972\", \"pH\": \"3.18\", \"sulphates\": \"0.54\", \"alcohol\": \"9.5\", \"quality\": \"6\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"7.9\", \"volatile acidity\": \"0.16\", \"citric acid\": \"0.74\", \"residual sugar\": \"17.85\", \"chlorides\": \"0.037\", \"free sulfur dioxide\": \"52\", \"total sulfur dioxide\": \"187\", \"density\": \"0.9998\", \"pH\": \"2.99\", \"sulphates\": \"0.41\", \"alcohol\": \"9.3\", \"quality\": \"5\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"7\", \"volatile acidity\": \"0.17\", \"citric acid\": \"0.74\", \"residual sugar\": \"12.8\", \"chlorides\": \"0.045\", \"free sulfur dioxide\": \"24\", \"total sulfur dioxide\": \"126\", \"density\": \"0.9942\", \"pH\": \"3.26\", \"sulphates\": \"0.38\", \"alcohol\": \"12.2\", \"quality\": \"8\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"7.8\", \"volatile acidity\": \"0.26\", \"citric acid\": \"0.74\", \"residual sugar\": \"7.5\", \"chlorides\": \"0.044\", \"free sulfur dioxide\": \"59\", \"total sulfur dioxide\": \"160\", \"density\": \"0.996\", \"pH\": \"3.22\", \"sulphates\": \"0.64\", \"alcohol\": \"10\", \"quality\": \"6\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"8.8\", \"volatile acidity\": \"0.23\", \"citric acid\": \"0.74\", \"residual sugar\": \"3.2\", \"chlorides\": \"0.042\", \"free sulfur dioxide\": \"15\", \"total sulfur dioxide\": \"126\", \"density\": \"0.9934\", \"pH\": \"3.02\", \"sulphates\": \"0.51\", \"alcohol\": \"11.2\", \"quality\": \"6\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"7.2\", \"volatile acidity\": \"0.27\", \"citric acid\": \"0.74\", \"residual sugar\": \"12.5\", \"chlorides\": \"0.037\", \"free sulfur dioxide\": \"47\", \"total sulfur dioxide\": \"156\", \"density\": \"0.9981\", \"pH\": \"3.04\", \"sulphates\": \"0.44\", \"alcohol\": \"8.7\", \"quality\": \"5\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"7.2\", \"volatile acidity\": \"0.27\", \"citric acid\": \"0.74\", \"residual sugar\": \"12.5\", \"chlorides\": \"0.037\", \"free sulfur dioxide\": \"47\", \"total sulfur dioxide\": \"156\", \"density\": \"0.9981\", \"pH\": \"3.04\", \"sulphates\": \"0.44\", \"alcohol\": \"8.7\", \"quality\": \"5\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"7.1\", \"volatile acidity\": \"0.18\", \"citric acid\": \"0.74\", \"residual sugar\": \"15.6\", \"chlorides\": \"0.044\", \"free sulfur dioxide\": \"44\", \"total sulfur dioxide\": \"176\", \"density\": \"0.9996\", \"pH\": \"3.38\", \"sulphates\": \"0.67\", \"alcohol\": \"9\", \"quality\": \"6\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"7.1\", \"volatile acidity\": \"0.18\", \"citric acid\": \"0.74\", \"residual sugar\": \"15.6\", \"chlorides\": \"0.044\", \"free sulfur dioxide\": \"44\", \"total sulfur dioxide\": \"176\", \"density\": \"0.9996\", \"pH\": \"3.38\", \"sulphates\": \"0.67\", \"alcohol\": \"9\", \"quality\": \"6\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"7.8\", \"volatile acidity\": \"0.3\", \"citric acid\": \"0.74\", \"residual sugar\": \"1.8\", \"chlorides\": \"0.033\", \"free sulfur dioxide\": \"33\", \"total sulfur dioxide\": \"156\", \"density\": \"0.991\", \"pH\": \"3.29\", \"sulphates\": \"0.52\", \"alcohol\": \"12.8\", \"quality\": \"6\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"7.8\", \"volatile acidity\": \"0.3\", \"citric acid\": \"0.74\", \"residual sugar\": \"1.8\", \"chlorides\": \"0.033\", \"free sulfur dioxide\": \"33\", \"total sulfur dioxide\": \"156\", \"density\": \"0.991\", \"pH\": \"3.29\", \"sulphates\": \"0.52\", \"alcohol\": \"12.8\", \"quality\": \"6\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"6.7\", \"volatile acidity\": \"0.3\", \"citric acid\": \"0.74\", \"residual sugar\": \"5\", \"chlorides\": \"0.038\", \"free sulfur dioxide\": \"35\", \"total sulfur dioxide\": \"157\", \"density\": \"0.9945\", \"pH\": \"3.21\", \"sulphates\": \"0.46\", \"alcohol\": \"9.9\", \"quality\": \"5\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"6.6\", \"volatile acidity\": \"0.3\", \"citric acid\": \"0.74\", \"residual sugar\": \"4.6\", \"chlorides\": \"0.041\", \"free sulfur dioxide\": \"36\", \"total sulfur dioxide\": \"159\", \"density\": \"0.9946\", \"pH\": \"3.21\", \"sulphates\": \"0.45\", \"alcohol\": \"9.9\", \"quality\": \"5\", \"z_score\": 3.3535827315063402}, {\"fixed acidity\": \"6.8\", \"volatile acidity\": \"0.17\", \"citric acid\": \"0.74\", \"residual sugar\": \"2.4\", \"chlorides\": \"0.053\", \"free sulfur dioxide\": \"61\", \"total sulfur dioxide\": \"182\", \"density\": \"0.9953\", \"pH\": \"3.63\", \"sulphates\": \"0.76\", \"alcohol\": \"10.5\", \"quality\": \"6\", \"z_score\": 3.3535827315063402}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.0}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f757aad565e63cf2fe8fa71f1e0d599692feeaff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:35:45.161989+00:00", + "ended_at": "2026-05-04T09:36:01.327343+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_4507fe9e164c188c", + "problem_id": "v2p_n3_5826767908d77475", + "dataset_id": "n3", + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=citric acid.", + "bindings": { + "measure_col": "citric acid", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=134" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_4507fe9e164c188c.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_4507fe9e164c188c", + "api_calls": 0, + "input_tokens": 22379, + "cached_input_tokens": 21888, + "output_tokens": 333, + "total_tokens": 22712, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2288, + "estimated_output_tokens": 268, + "estimated_total_tokens": 2556, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16127.47, + "sql_execution_elapsed_ms_total": 8.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_4507fe9e164c188c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f90310f64c178986df4fc0b75cb5019c281a601 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:36:01.310041+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16127.47, "started_at": "2026-05-04T09:35:45.164693+00:00", "ended_at": "2026-05-04T09:36:01.291958+00:00", "prompt_metrics": {"chars": 7925, "bytes_utf8": 7925, "lines": 238, "estimated_tokens": 2288}, "response_metrics": {"chars": 855, "bytes_utf8": 855, "lines": 1, "estimated_tokens": 268}, "usage": {"input_tokens": 22379, "cached_input_tokens": 21888, "output_tokens": 333}, "stderr_preview": "2026-05-04T09:35:45.428577Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:35:47.801251Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.0\\nORDER BY CAST(\\\"citric acid\\\" AS REAL) DESC;\",\"notes\":\"Used the planned template intent with a SQLite-compatible standard deviation replacement based on SQRT(AVG(x*x) - AVG(x)*AVG(x)). Casted \\\"citric acid\\\" to REAL because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..42a3e9856bab13574fe86bc7615e52d9a4e6a0b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4507fe9e164c188c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_4507fe9e164c188c", + "api_calls": 0, + "input_tokens": 22379, + "cached_input_tokens": 21888, + "output_tokens": 333, + "total_tokens": 22712, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2288, + "estimated_output_tokens": 268, + "estimated_total_tokens": 2556, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16127.47, + "sql_execution_elapsed_ms_total": 8.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_4507fe9e164c188c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84946afe864c2e5e500c55f225da27e51eb166f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8167, "bytes_utf8": 8167, "lines": 245, "estimated_tokens": 2315}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 974, "bytes_utf8": 974, "lines": 1, "estimated_tokens": 294}, "usage": {"input_tokens": 22406, "cached_input_tokens": 20864, "output_tokens": 430}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ecb5ebdad8c066184a9edb3a8d0509aec4f18e5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_4774b6b2253585fe", + "api_calls": 0, + "input_tokens": 22406, + "cached_input_tokens": 20864, + "output_tokens": 430, + "total_tokens": 22836, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2315, + "estimated_output_tokens": 294, + "estimated_total_tokens": 2609, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16841.38, + "sql_execution_elapsed_ms_total": 11.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_4774b6b2253585fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..da80e5d2fce8d5779708a83230675d43623646a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:07:56.666231+00:00", + "ended_at": "2026-05-04T09:08:13.507339+00:00", + "elapsed_ms": 16841.38, + "prompt_metrics": { + "chars": 8167, + "bytes_utf8": 8167, + "lines": 245, + "estimated_tokens": 2315 + }, + "stdout_metrics": { + "chars": 1401, + "bytes_utf8": 1401, + "lines": 4, + "estimated_tokens": 459 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13189 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 974, + "bytes_utf8": 974, + "lines": 1, + "estimated_tokens": 294 + }, + "usage": { + "input_tokens": 22406, + "cached_input_tokens": 20864, + "output_tokens": 430 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..763a5fa3445ba4d64a213edf52090f4db7f253f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,245 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=chlorides, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "sulphates", + "measure_col": "chlorides", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..447ede380005f485acac33abbd3d43452b2e4a92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23e-8505-7193-b612-d39b7a8ec181"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n CAST(\\\"chlorides\\\" AS REAL) AS \\\"chlorides_value\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"sulphates\\\" IS NOT NULL\\n AND \\\"chlorides\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"chlorides_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY \\\"chlorides_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"chlorides_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((0.9 * \\\"cnt\\\") + 0.999999999) AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile within each \\\"sulphates\\\" group after filtering to \\\"quality\\\" = '6'. Numeric TEXT values are cast to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22406,"cached_input_tokens":20864,"output_tokens":430}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4239ce376f0a91d356c100dc1be7d486e5edbebf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sulphates\",\n CAST(\"chlorides\" AS REAL) AS \"chlorides_value\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"sulphates\" IS NOT NULL\n AND \"chlorides\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"sulphates\",\n \"chlorides_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY \"chlorides_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sulphates\",\n \"chlorides_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((0.9 * \"cnt\") + 0.999999999) AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile within each \"sulphates\" group after filtering to \"quality\" = '6'. Numeric TEXT values are cast to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d29ba319efab574442692b578310bd330de5c59b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:07:56.852452Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:07:59.233401Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:08:12.855903Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9feeffd2a1299d83fd3f6b7fc55c5a3a2a26ba63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=chlorides, condition_col=quality. +Result preview: [{"sulphates": "0.43", "conditional_percentile": 0.118}, {"sulphates": "0.7", "conditional_percentile": 0.072}, {"sulphates": "0.38", "conditional_percentile": 0.063}, {"sulphates": "0.42", "conditional_percentile": 0.063}, {"sulphates": "0.63", "conditional_percentile": 0.063}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1da43a2ead448d41bd80fdf64919d2d1b462cbe5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_4774b6b2253585fe +-- problem_id: v2p_n3_2b0cb220d42b8009 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sulphates", + CAST("chlorides" AS REAL) AS "chlorides_value" + FROM "n3" + WHERE "quality" = '6' + AND "sulphates" IS NOT NULL + AND "chlorides" IS NOT NULL +), "ranked" AS ( + SELECT + "sulphates", + "chlorides_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY "chlorides_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "filtered" +) +SELECT + "sulphates", + "chlorides_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(((0.9 * "cnt") + 0.999999999) AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2edb925fe0009d9573d4592aee13286697a9e2b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sulphates\",\n CAST(\"chlorides\" AS REAL) AS \"chlorides_value\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"sulphates\" IS NOT NULL\n AND \"chlorides\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"sulphates\",\n \"chlorides_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY \"chlorides_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sulphates\",\n \"chlorides_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((0.9 * \"cnt\") + 0.999999999) AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n CAST(\\\"chlorides\\\" AS REAL) AS \\\"chlorides_value\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"sulphates\\\" IS NOT NULL\\n AND \\\"chlorides\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"chlorides_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY \\\"chlorides_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"chlorides_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((0.9 * \\\"cnt\\\") + 0.999999999) AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"sulphates\", \"conditional_percentile\"], \"rows\": [{\"sulphates\": \"0.43\", \"conditional_percentile\": 0.118}, {\"sulphates\": \"0.7\", \"conditional_percentile\": 0.072}, {\"sulphates\": \"0.38\", \"conditional_percentile\": 0.063}, {\"sulphates\": \"0.42\", \"conditional_percentile\": 0.063}, {\"sulphates\": \"0.63\", \"conditional_percentile\": 0.063}, {\"sulphates\": \"0.67\", \"conditional_percentile\": 0.063}, {\"sulphates\": \"0.69\", \"conditional_percentile\": 0.061}, {\"sulphates\": \"0.44\", \"conditional_percentile\": 0.06}, {\"sulphates\": \"0.46\", \"conditional_percentile\": 0.06}, {\"sulphates\": \"0.47\", \"conditional_percentile\": 0.06}, {\"sulphates\": \"0.48\", \"conditional_percentile\": 0.06}, {\"sulphates\": \"0.56\", \"conditional_percentile\": 0.06}, {\"sulphates\": \"0.58\", \"conditional_percentile\": 0.06}, {\"sulphates\": \"0.59\", \"conditional_percentile\": 0.06}, {\"sulphates\": \"0.4\", \"conditional_percentile\": 0.058}, {\"sulphates\": \"0.36\", \"conditional_percentile\": 0.057}, {\"sulphates\": \"0.41\", \"conditional_percentile\": 0.057}, {\"sulphates\": \"0.51\", \"conditional_percentile\": 0.057}, {\"sulphates\": \"0.3\", \"conditional_percentile\": 0.056}, {\"sulphates\": \"0.33\", \"conditional_percentile\": 0.056}, {\"sulphates\": \"0.35\", \"conditional_percentile\": 0.056}, {\"sulphates\": \"0.39\", \"conditional_percentile\": 0.056}, {\"sulphates\": \"0.49\", \"conditional_percentile\": 0.056}, {\"sulphates\": \"0.54\", \"conditional_percentile\": 0.055}, {\"sulphates\": \"0.64\", \"conditional_percentile\": 0.055}, {\"sulphates\": \"0.65\", \"conditional_percentile\": 0.055}, {\"sulphates\": \"0.8\", \"conditional_percentile\": 0.055}, {\"sulphates\": \"0.82\", \"conditional_percentile\": 0.055}, {\"sulphates\": \"0.45\", \"conditional_percentile\": 0.054}, {\"sulphates\": \"0.5\", \"conditional_percentile\": 0.054}, {\"sulphates\": \"0.52\", \"conditional_percentile\": 0.054}, {\"sulphates\": \"0.57\", \"conditional_percentile\": 0.054}, {\"sulphates\": \"0.61\", \"conditional_percentile\": 0.054}, {\"sulphates\": \"0.62\", \"conditional_percentile\": 0.054}, {\"sulphates\": \"0.28\", \"conditional_percentile\": 0.053}, {\"sulphates\": \"0.32\", \"conditional_percentile\": 0.053}, {\"sulphates\": \"0.37\", \"conditional_percentile\": 0.053}, {\"sulphates\": \"0.76\", \"conditional_percentile\": 0.053}, {\"sulphates\": \"0.77\", \"conditional_percentile\": 0.053}, {\"sulphates\": \"0.79\", \"conditional_percentile\": 0.053}, {\"sulphates\": \"0.98\", \"conditional_percentile\": 0.053}, {\"sulphates\": \"0.53\", \"conditional_percentile\": 0.052}, {\"sulphates\": \"0.55\", \"conditional_percentile\": 0.052}, {\"sulphates\": \"0.75\", \"conditional_percentile\": 0.052}, {\"sulphates\": \"0.88\", \"conditional_percentile\": 0.052}, {\"sulphates\": \"0.66\", \"conditional_percentile\": 0.051}, {\"sulphates\": \"0.85\", \"conditional_percentile\": 0.051}, {\"sulphates\": \"0.6\", \"conditional_percentile\": 0.05}, {\"sulphates\": \"0.71\", \"conditional_percentile\": 0.05}, {\"sulphates\": \"0.78\", \"conditional_percentile\": 0.05}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 11.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1470db176474c96d3a504ac70725ac36ef6f3685 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:07:56.663995+00:00", + "ended_at": "2026-05-04T09:08:13.573576+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_4774b6b2253585fe", + "problem_id": "v2p_n3_2b0cb220d42b8009", + "dataset_id": "n3", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=chlorides, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "measure_col": "chlorides", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_4774b6b2253585fe.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_4774b6b2253585fe", + "api_calls": 0, + "input_tokens": 22406, + "cached_input_tokens": 20864, + "output_tokens": 430, + "total_tokens": 22836, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2315, + "estimated_output_tokens": 294, + "estimated_total_tokens": 2609, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16841.38, + "sql_execution_elapsed_ms_total": 11.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_4774b6b2253585fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1bad28bb057ed03e262b02b37950125c569fd1e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4774b6b2253585fe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:08:13.537965+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16841.38, "started_at": "2026-05-04T09:07:56.666231+00:00", "ended_at": "2026-05-04T09:08:13.507339+00:00", "prompt_metrics": {"chars": 8167, "bytes_utf8": 8167, "lines": 245, "estimated_tokens": 2315}, "response_metrics": {"chars": 974, "bytes_utf8": 974, "lines": 1, "estimated_tokens": 294}, "usage": {"input_tokens": 22406, "cached_input_tokens": 20864, "output_tokens": 430}, "stderr_preview": "2026-05-04T09:07:56.852452Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:07:59.233401Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=sulphates.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..224d57e84774b391f375ef8bf2af41e5d8eaf647 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24d-ded5-7f43-9506-3b5620c93a9c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT \\\"sulphates\\\",\\n MAX(CAST(\\\"sulphates\\\" AS REAL)) AS percentile_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY percentile_measure DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Because the query groups by \\\"sulphates\\\" and also orders the percentile on the same \\\"sulphates\\\" values, each group contains a single repeated numeric value, so the 95th percentile within each group is exactly that value; MAX(CAST(\\\"sulphates\\\" AS REAL)) is an equivalent SQLite-compatible substitute.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22336,"cached_input_tokens":19840,"output_tokens":238}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3641aa2dbbf5540806a6fcc7325eb30ad15012b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT \"sulphates\",\n MAX(CAST(\"sulphates\" AS REAL)) AS percentile_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY percentile_measure DESC;","notes":"SQLite does not support PERCENTILE_CONT. Because the query groups by \"sulphates\" and also orders the percentile on the same \"sulphates\" values, each group contains a single repeated numeric value, so the 95th percentile within each group is exactly that value; MAX(CAST(\"sulphates\" AS REAL)) is an equivalent SQLite-compatible substitute."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96a0ce501b849f02dc90f9757957106c1cf9d8b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:24:42.893433Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:24:45.547722Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:24:54.725242Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..67cdba400646791999fc410322a94266b3e2fbda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=sulphates. +Result preview: [{"sulphates": "1.08", "percentile_measure": 1.08}, {"sulphates": "1.06", "percentile_measure": 1.06}, {"sulphates": "1.01", "percentile_measure": 1.01}, {"sulphates": "1", "percentile_measure": 1.0}, {"sulphates": "0.99", "percentile_measure": 0.99}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9280119e0a7aec8712709d65de6cbb148d9a9e37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_4a0351eca386fc76 +-- problem_id: v2p_n3_8ba66e705803ce6d +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", + MAX(CAST("sulphates" AS REAL)) AS percentile_measure +FROM "n3" +GROUP BY "sulphates" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2795b5268d3cc8034841d1ef55ad73d4c6598c8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nSELECT \"sulphates\",\n MAX(CAST(\"sulphates\" AS REAL)) AS percentile_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY percentile_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nSELECT \\\"sulphates\\\",\\n MAX(CAST(\\\"sulphates\\\" AS REAL)) AS percentile_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY percentile_measure DESC;\", \"columns\": [\"sulphates\", \"percentile_measure\"], \"rows\": [{\"sulphates\": \"1.08\", \"percentile_measure\": 1.08}, {\"sulphates\": \"1.06\", \"percentile_measure\": 1.06}, {\"sulphates\": \"1.01\", \"percentile_measure\": 1.01}, {\"sulphates\": \"1\", \"percentile_measure\": 1.0}, {\"sulphates\": \"0.99\", \"percentile_measure\": 0.99}, {\"sulphates\": \"0.98\", \"percentile_measure\": 0.98}, {\"sulphates\": \"0.97\", \"percentile_measure\": 0.97}, {\"sulphates\": \"0.96\", \"percentile_measure\": 0.96}, {\"sulphates\": \"0.95\", \"percentile_measure\": 0.95}, {\"sulphates\": \"0.94\", \"percentile_measure\": 0.94}, {\"sulphates\": \"0.92\", \"percentile_measure\": 0.92}, {\"sulphates\": \"0.9\", \"percentile_measure\": 0.9}, {\"sulphates\": \"0.89\", \"percentile_measure\": 0.89}, {\"sulphates\": \"0.88\", \"percentile_measure\": 0.88}, {\"sulphates\": \"0.87\", \"percentile_measure\": 0.87}, {\"sulphates\": \"0.86\", \"percentile_measure\": 0.86}, {\"sulphates\": \"0.85\", \"percentile_measure\": 0.85}, {\"sulphates\": \"0.84\", \"percentile_measure\": 0.84}, {\"sulphates\": \"0.83\", \"percentile_measure\": 0.83}, {\"sulphates\": \"0.82\", \"percentile_measure\": 0.82}, {\"sulphates\": \"0.81\", \"percentile_measure\": 0.81}, {\"sulphates\": \"0.8\", \"percentile_measure\": 0.8}, {\"sulphates\": \"0.79\", \"percentile_measure\": 0.79}, {\"sulphates\": \"0.78\", \"percentile_measure\": 0.78}, {\"sulphates\": \"0.77\", \"percentile_measure\": 0.77}, {\"sulphates\": \"0.76\", \"percentile_measure\": 0.76}, {\"sulphates\": \"0.75\", \"percentile_measure\": 0.75}, {\"sulphates\": \"0.74\", \"percentile_measure\": 0.74}, {\"sulphates\": \"0.73\", \"percentile_measure\": 0.73}, {\"sulphates\": \"0.72\", \"percentile_measure\": 0.72}, {\"sulphates\": \"0.71\", \"percentile_measure\": 0.71}, {\"sulphates\": \"0.7\", \"percentile_measure\": 0.7}, {\"sulphates\": \"0.69\", \"percentile_measure\": 0.69}, {\"sulphates\": \"0.68\", \"percentile_measure\": 0.68}, {\"sulphates\": \"0.67\", \"percentile_measure\": 0.67}, {\"sulphates\": \"0.66\", \"percentile_measure\": 0.66}, {\"sulphates\": \"0.65\", \"percentile_measure\": 0.65}, {\"sulphates\": \"0.64\", \"percentile_measure\": 0.64}, {\"sulphates\": \"0.63\", \"percentile_measure\": 0.63}, {\"sulphates\": \"0.62\", \"percentile_measure\": 0.62}, {\"sulphates\": \"0.61\", \"percentile_measure\": 0.61}, {\"sulphates\": \"0.6\", \"percentile_measure\": 0.6}, {\"sulphates\": \"0.59\", \"percentile_measure\": 0.59}, {\"sulphates\": \"0.58\", \"percentile_measure\": 0.58}, {\"sulphates\": \"0.57\", \"percentile_measure\": 0.57}, {\"sulphates\": \"0.56\", \"percentile_measure\": 0.56}, {\"sulphates\": \"0.55\", \"percentile_measure\": 0.55}, {\"sulphates\": \"0.54\", \"percentile_measure\": 0.54}, {\"sulphates\": \"0.53\", \"percentile_measure\": 0.53}, {\"sulphates\": \"0.52\", \"percentile_measure\": 0.52}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.38}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ccab9327e62fb730812e3d80ae06ba932d24bf71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:24:42.672590+00:00", + "ended_at": "2026-05-04T09:24:55.338539+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_4a0351eca386fc76", + "problem_id": "v2p_n3_8ba66e705803ce6d", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=sulphates.", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_4a0351eca386fc76.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_4a0351eca386fc76", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 19840, + "output_tokens": 238, + "total_tokens": 22574, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2245, + "estimated_output_tokens": 142, + "estimated_total_tokens": 2387, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12628.93, + "sql_execution_elapsed_ms_total": 4.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_4a0351eca386fc76\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c93d17e402fb6c2b2b3b42890d020178392cfd14 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4a0351eca386fc76/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:24:55.325809+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12628.93, "started_at": "2026-05-04T09:24:42.677398+00:00", "ended_at": "2026-05-04T09:24:55.305942+00:00", "prompt_metrics": {"chars": 7853, "bytes_utf8": 7853, "lines": 240, "estimated_tokens": 2245}, "response_metrics": {"chars": 567, "bytes_utf8": 567, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 22336, "cached_input_tokens": 19840, "output_tokens": 238}, "stderr_preview": "2026-05-04T09:24:42.893433Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:24:45.547722Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sulphates.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "sulphates", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..def7df154a53e21e35271b3184a1d2910d421c45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df242-1605-78a3-8c91-99271a282d54"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"sulphates\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"sulphates\\\" on the single table \\\"n3\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22268,"cached_input_tokens":19840,"output_tokens":96}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9fb02d40440df2f176f36ed85dc690fb1bd6b0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"sulphates\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"sulphates\" on the single table \"n3\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c56d5760ec7b350af859231e17cfcedabb45205b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:11:50.609668Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:11:53.437517Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:12:01.983694Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2bb58b50415acc6f5dec82e34b7ac66805dcfb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sulphates. +Result preview: [{"sulphates": "0.5", "row_count": 249}, {"sulphates": "0.46", "row_count": 225}, {"sulphates": "0.44", "row_count": 216}, {"sulphates": "0.38", "row_count": 214}, {"sulphates": "0.42", "row_count": 181}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3c6dfb15365e9531b10686ea4f13fd1d7b69c4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n3_4b3bbeb8bbad47c1 +-- problem_id: v2p_n3_782358d593dab225 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", COUNT(*) AS row_count +FROM "n3" +GROUP BY "sulphates" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3489a29ec392ff9594e00304f1b064256374386e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"sulphates\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"sulphates\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"sulphates\", \"row_count\"], \"rows\": [{\"sulphates\": \"0.5\", \"row_count\": 249}, {\"sulphates\": \"0.46\", \"row_count\": 225}, {\"sulphates\": \"0.44\", \"row_count\": 216}, {\"sulphates\": \"0.38\", \"row_count\": 214}, {\"sulphates\": \"0.42\", \"row_count\": 181}, {\"sulphates\": \"0.48\", \"row_count\": 179}, {\"sulphates\": \"0.45\", \"row_count\": 178}, {\"sulphates\": \"0.47\", \"row_count\": 172}, {\"sulphates\": \"0.4\", \"row_count\": 168}, {\"sulphates\": \"0.54\", \"row_count\": 167}, {\"sulphates\": \"0.49\", \"row_count\": 166}, {\"sulphates\": \"0.43\", \"row_count\": 161}, {\"sulphates\": \"0.52\", \"row_count\": 156}, {\"sulphates\": \"0.39\", \"row_count\": 151}, {\"sulphates\": \"0.51\", \"row_count\": 140}, {\"sulphates\": \"0.41\", \"row_count\": 139}, {\"sulphates\": \"0.53\", \"row_count\": 135}, {\"sulphates\": \"0.37\", \"row_count\": 129}, {\"sulphates\": \"0.36\", \"row_count\": 120}, {\"sulphates\": \"0.56\", \"row_count\": 108}, {\"sulphates\": \"0.55\", \"row_count\": 102}, {\"sulphates\": \"0.58\", \"row_count\": 99}, {\"sulphates\": \"0.59\", \"row_count\": 97}, {\"sulphates\": \"0.6\", \"row_count\": 88}, {\"sulphates\": \"0.35\", \"row_count\": 85}, {\"sulphates\": \"0.34\", \"row_count\": 84}, {\"sulphates\": \"0.57\", \"row_count\": 83}, {\"sulphates\": \"0.62\", \"row_count\": 68}, {\"sulphates\": \"0.64\", \"row_count\": 67}, {\"sulphates\": \"0.33\", \"row_count\": 59}, {\"sulphates\": \"0.32\", \"row_count\": 54}, {\"sulphates\": \"0.63\", \"row_count\": 48}, {\"sulphates\": \"0.61\", \"row_count\": 45}, {\"sulphates\": \"0.68\", \"row_count\": 44}, {\"sulphates\": \"0.66\", \"row_count\": 36}, {\"sulphates\": \"0.67\", \"row_count\": 35}, {\"sulphates\": \"0.31\", \"row_count\": 35}, {\"sulphates\": \"0.72\", \"row_count\": 33}, {\"sulphates\": \"0.3\", \"row_count\": 31}, {\"sulphates\": \"0.69\", \"row_count\": 30}, {\"sulphates\": \"0.65\", \"row_count\": 28}, {\"sulphates\": \"0.7\", \"row_count\": 27}, {\"sulphates\": \"0.75\", \"row_count\": 22}, {\"sulphates\": \"0.78\", \"row_count\": 19}, {\"sulphates\": \"0.76\", \"row_count\": 19}, {\"sulphates\": \"0.74\", \"row_count\": 19}, {\"sulphates\": \"0.71\", \"row_count\": 18}, {\"sulphates\": \"0.79\", \"row_count\": 16}, {\"sulphates\": \"0.77\", \"row_count\": 16}, {\"sulphates\": \"0.29\", \"row_count\": 16}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.76}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..43d661b7484751769fa1cdb09039844cd2cbdc16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:11:50.381663+00:00", + "ended_at": "2026-05-04T09:12:02.772686+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_4b3bbeb8bbad47c1", + "problem_id": "v2p_n3_782358d593dab225", + "dataset_id": "n3", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sulphates.", + "bindings": { + "group_col": "sulphates", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_4b3bbeb8bbad47c1.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_4b3bbeb8bbad47c1", + "api_calls": 0, + "input_tokens": 22268, + "cached_input_tokens": 19840, + "output_tokens": 96, + "total_tokens": 22364, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2177, + "estimated_output_tokens": 80, + "estimated_total_tokens": 2257, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12354.33, + "sql_execution_elapsed_ms_total": 3.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_4b3bbeb8bbad47c1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c39900bde013b177ae358b88cd1358cc4cace2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4b3bbeb8bbad47c1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:12:02.757202+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12354.33, "started_at": "2026-05-04T09:11:50.383987+00:00", "ended_at": "2026-05-04T09:12:02.738153+00:00", "prompt_metrics": {"chars": 7579, "bytes_utf8": 7579, "lines": 238, "estimated_tokens": 2177}, "response_metrics": {"chars": 289, "bytes_utf8": 289, "lines": 1, "estimated_tokens": 80}, "usage": {"input_tokens": 22268, "cached_input_tokens": 19840, "output_tokens": 96}, "stderr_preview": "2026-05-04T09:11:50.609668Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:11:53.437517Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c58151821143f07b072ff775fe3ce3a5826ae407 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df256-d5d4-74c0-ba28-0bf74272c31e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"free sulfur dioxide\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING SUM(CAST(\\\"free sulfur dioxide\\\" AS REAL)) > 41.0\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"free sulfur dioxide\\\". CAST to REAL was added because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22337,"cached_input_tokens":20864,"output_tokens":186}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de38abba7498253caf7711861df1cf25fee37f09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"fixed acidity\", SUM(CAST(\"free sulfur dioxide\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING SUM(CAST(\"free sulfur dioxide\" AS REAL)) > 41.0\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the required Thresholded Group Ranking template with group_col=\"fixed acidity\" and measure_col=\"free sulfur dioxide\". CAST to REAL was added because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdf7e5ccf42250a92b0412582f2e86dd3af65440 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:34:30.427807Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:34:32.945914Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:34:42.668352Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c20ec4d67ec1b22c72c2016066d06b2b020486d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide. +Result preview: [{"fixed acidity": "6.8", "total_measure": 11829.0}, {"fixed acidity": "6.6", "total_measure": 10597.5}, {"fixed acidity": "6.4", "total_measure": 10403.0}, {"fixed acidity": "6.7", "total_measure": 8735.5}, {"fixed acidity": "6.9", "total_measure": 8309.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab23848ea7a58fba3438f917186ca256f56b6559 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_4c2e63e75cce03ea +-- problem_id: v2p_n3_b9f8b396216386e5 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("free sulfur dioxide" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "fixed acidity" +HAVING SUM(CAST("free sulfur dioxide" AS REAL)) > 41.0 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..133ecbc2d06029df7780c2fd60ba327d491237cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"fixed acidity\", SUM(CAST(\"free sulfur dioxide\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING SUM(CAST(\"free sulfur dioxide\" AS REAL)) > 41.0\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"free sulfur dioxide\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING SUM(CAST(\\\"free sulfur dioxide\\\" AS REAL)) > 41.0\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"fixed acidity\", \"total_measure\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"total_measure\": 11829.0}, {\"fixed acidity\": \"6.6\", \"total_measure\": 10597.5}, {\"fixed acidity\": \"6.4\", \"total_measure\": 10403.0}, {\"fixed acidity\": \"6.7\", \"total_measure\": 8735.5}, {\"fixed acidity\": \"6.9\", \"total_measure\": 8309.0}, {\"fixed acidity\": \"6.5\", \"total_measure\": 8247.5}, {\"fixed acidity\": \"7\", \"total_measure\": 7631.0}, {\"fixed acidity\": \"7.2\", \"total_measure\": 7338.0}, {\"fixed acidity\": \"6.3\", \"total_measure\": 7333.5}, {\"fixed acidity\": \"7.4\", \"total_measure\": 7296.0}, {\"fixed acidity\": \"6.2\", \"total_measure\": 7129.5}, {\"fixed acidity\": \"7.1\", \"total_measure\": 7028.5}, {\"fixed acidity\": \"7.3\", \"total_measure\": 6706.0}, {\"fixed acidity\": \"6\", \"total_measure\": 6531.0}, {\"fixed acidity\": \"6.1\", \"total_measure\": 5803.0}, {\"fixed acidity\": \"7.6\", \"total_measure\": 5147.0}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.33}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ef4f803d69061bbd8b8e1d0a7e308d09c229cbf7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:34:30.203239+00:00", + "ended_at": "2026-05-04T09:34:43.490761+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_4c2e63e75cce03ea", + "problem_id": "v2p_n3_b9f8b396216386e5", + "dataset_id": "n3", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=126" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_4c2e63e75cce03ea.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_4c2e63e75cce03ea", + "api_calls": 0, + "input_tokens": 22337, + "cached_input_tokens": 20864, + "output_tokens": 186, + "total_tokens": 22523, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2248, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2370, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13244.38, + "sql_execution_elapsed_ms_total": 4.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_4c2e63e75cce03ea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ea94930f9dd9c0574170556d9148f9fb6f59d65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:34:43.474277+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13244.38, "started_at": "2026-05-04T09:34:30.206299+00:00", "ended_at": "2026-05-04T09:34:43.450363+00:00", "prompt_metrics": {"chars": 7871, "bytes_utf8": 7871, "lines": 240, "estimated_tokens": 2248}, "response_metrics": {"chars": 506, "bytes_utf8": 506, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22337, "cached_input_tokens": 20864, "output_tokens": 186}, "stderr_preview": "2026-05-04T09:34:30.427807Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:34:32.945914Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 41.0\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"free sulfur dioxide\\\". CAST to REAL was added because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..219f92c32500048107865050052af6f62ae5e2d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4c2e63e75cce03ea/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_4c2e63e75cce03ea", + "api_calls": 0, + "input_tokens": 22337, + "cached_input_tokens": 20864, + "output_tokens": 186, + "total_tokens": 22523, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2248, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2370, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13244.38, + "sql_execution_elapsed_ms_total": 4.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_4c2e63e75cce03ea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0e6e2cd700656edca48360efeaf1cfc4cccd028 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7868, "bytes_utf8": 7868, "lines": 240, "estimated_tokens": 2240}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1073, "bytes_utf8": 1073, "lines": 1, "estimated_tokens": 303}, "usage": {"input_tokens": 22331, "cached_input_tokens": 20864, "output_tokens": 474}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9a4479141449ca21230859c799531a59545ecd4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_4cc957b4bbf7e617", + "api_calls": 0, + "input_tokens": 22331, + "cached_input_tokens": 20864, + "output_tokens": 474, + "total_tokens": 22805, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2240, + "estimated_output_tokens": 303, + "estimated_total_tokens": 2543, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17600.01, + "sql_execution_elapsed_ms_total": 27.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_4cc957b4bbf7e617\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7c6f717728f77aaf696e55d8de01eeda629de7f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:28:00.086998+00:00", + "ended_at": "2026-05-04T09:28:17.681226+00:00", + "elapsed_ms": 17600.01, + "prompt_metrics": { + "chars": 7868, + "bytes_utf8": 7868, + "lines": 240, + "estimated_tokens": 2240 + }, + "stdout_metrics": { + "chars": 1514, + "bytes_utf8": 1514, + "lines": 4, + "estimated_tokens": 477 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13220 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1073, + "bytes_utf8": 1073, + "lines": 1, + "estimated_tokens": 303 + }, + "usage": { + "input_tokens": 22331, + "cached_input_tokens": 20864, + "output_tokens": 474 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68c93f3377fe5e608867db880a13557ac4408641 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=residual sugar.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "residual sugar", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1ecdfcfda938a8be4bcd7273bd329fdfa31cbc0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df250-e203-74f0-be2e-2dfc4ebcad19"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n CAST(\\\"residual sugar\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"residual sugar\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") AS INTEGER) + ((0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER)) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per \\\"fixed acidity\\\" group with window functions and CAST(... AS REAL) because the source columns are stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22331,"cached_input_tokens":20864,"output_tokens":474}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9eb37cf004caec712216d1737e246db9ce4a6667 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"fixed acidity\",\n CAST(\"residual sugar\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"residual sugar\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n),\n\"percentile_rows\" AS (\n SELECT\n \"fixed acidity\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST((0.9 * \"cnt\") AS INTEGER) + ((0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INTEGER)) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"fixed acidity\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"fixed acidity\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per \"fixed acidity\" group with window functions and CAST(... AS REAL) because the source columns are stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d175fabc6a51748e84499e84b63ed67b867ed1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:28:00.334911Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:28:02.749930Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:28:16.744946Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6285b94e7cad9a08d124c7608e239a18408e584 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=residual sugar. +Result preview: [{"fixed acidity": "5.7", "percentile_measure": 16.0}, {"fixed acidity": "6.5", "percentile_measure": 15.7}, {"fixed acidity": "9.8", "percentile_measure": 15.4}, {"fixed acidity": "8.5", "percentile_measure": 15.2}, {"fixed acidity": "7.9", "percentile_measure": 15.15}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7856f157e025b88aa92e25102ba7f8029afd85bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_4cc957b4bbf7e617 +-- problem_id: v2p_n3_5b4a9cc15c2b3071 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "fixed acidity", + CAST("residual sugar" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY CAST("residual sugar" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "n3" +), +"percentile_rows" AS ( + SELECT + "fixed acidity", + "measure_value", + "rn", + "cnt", + CAST((0.9 * "cnt") AS INTEGER) + ((0.9 * "cnt") > CAST((0.9 * "cnt") AS INTEGER)) AS "target_rn" + FROM "ranked" +) +SELECT + "fixed acidity", + MIN("measure_value") AS "percentile_measure" +FROM "percentile_rows" +WHERE "rn" >= "target_rn" +GROUP BY "fixed acidity" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55d26fa8088458446d07a2919caf3e1b48c30ea6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"fixed acidity\",\n CAST(\"residual sugar\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"residual sugar\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n),\n\"percentile_rows\" AS (\n SELECT\n \"fixed acidity\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST((0.9 * \"cnt\") AS INTEGER) + ((0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INTEGER)) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"fixed acidity\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"fixed acidity\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n CAST(\\\"residual sugar\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"residual sugar\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") AS INTEGER) + ((0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER)) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"fixed acidity\", \"percentile_measure\"], \"rows\": [{\"fixed acidity\": \"5.7\", \"percentile_measure\": 16.0}, {\"fixed acidity\": \"6.5\", \"percentile_measure\": 15.7}, {\"fixed acidity\": \"9.8\", \"percentile_measure\": 15.4}, {\"fixed acidity\": \"8.5\", \"percentile_measure\": 15.2}, {\"fixed acidity\": \"7.9\", \"percentile_measure\": 15.15}, {\"fixed acidity\": \"7.4\", \"percentile_measure\": 15.1}, {\"fixed acidity\": \"8.8\", \"percentile_measure\": 15.0}, {\"fixed acidity\": \"8.3\", \"percentile_measure\": 15.0}, {\"fixed acidity\": \"7.5\", \"percentile_measure\": 14.8}, {\"fixed acidity\": \"7.3\", \"percentile_measure\": 14.75}, {\"fixed acidity\": \"6.6\", \"percentile_measure\": 14.7}, {\"fixed acidity\": \"8\", \"percentile_measure\": 14.6}, {\"fixed acidity\": \"7\", \"percentile_measure\": 14.6}, {\"fixed acidity\": \"6.8\", \"percentile_measure\": 14.6}, {\"fixed acidity\": \"7.1\", \"percentile_measure\": 14.5}, {\"fixed acidity\": \"7.2\", \"percentile_measure\": 14.4}, {\"fixed acidity\": \"8.7\", \"percentile_measure\": 14.35}, {\"fixed acidity\": \"7.7\", \"percentile_measure\": 14.3}, {\"fixed acidity\": \"7.6\", \"percentile_measure\": 14.2}, {\"fixed acidity\": \"10\", \"percentile_measure\": 14.1}, {\"fixed acidity\": \"8.4\", \"percentile_measure\": 13.8}, {\"fixed acidity\": \"6.9\", \"percentile_measure\": 13.5}, {\"fixed acidity\": \"6.2\", \"percentile_measure\": 13.2}, {\"fixed acidity\": \"7.8\", \"percentile_measure\": 13.0}, {\"fixed acidity\": \"6.7\", \"percentile_measure\": 12.85}, {\"fixed acidity\": \"6.1\", \"percentile_measure\": 12.8}, {\"fixed acidity\": \"6.3\", \"percentile_measure\": 12.7}, {\"fixed acidity\": \"6.4\", \"percentile_measure\": 12.6}, {\"fixed acidity\": \"8.2\", \"percentile_measure\": 12.4}, {\"fixed acidity\": \"6\", \"percentile_measure\": 12.4}, {\"fixed acidity\": \"8.1\", \"percentile_measure\": 12.3}, {\"fixed acidity\": \"5.9\", \"percentile_measure\": 12.1}, {\"fixed acidity\": \"8.6\", \"percentile_measure\": 11.8}, {\"fixed acidity\": \"5\", \"percentile_measure\": 11.75}, {\"fixed acidity\": \"4.9\", \"percentile_measure\": 11.75}, {\"fixed acidity\": \"3.8\", \"percentile_measure\": 11.1}, {\"fixed acidity\": \"11.8\", \"percentile_measure\": 11.1}, {\"fixed acidity\": \"5.8\", \"percentile_measure\": 10.8}, {\"fixed acidity\": \"9.4\", \"percentile_measure\": 10.7}, {\"fixed acidity\": \"9.2\", \"percentile_measure\": 10.7}, {\"fixed acidity\": \"8.9\", \"percentile_measure\": 10.7}, {\"fixed acidity\": \"9.1\", \"percentile_measure\": 10.6}, {\"fixed acidity\": \"4.8\", \"percentile_measure\": 10.6}, {\"fixed acidity\": \"9\", \"percentile_measure\": 10.4}, {\"fixed acidity\": \"5.6\", \"percentile_measure\": 9.8}, {\"fixed acidity\": \"5.3\", \"percentile_measure\": 9.65}, {\"fixed acidity\": \"7.15\", \"percentile_measure\": 9.6}, {\"fixed acidity\": \"10.7\", \"percentile_measure\": 8.2}, {\"fixed acidity\": \"9.3\", \"percentile_measure\": 7.3}, {\"fixed acidity\": \"5.4\", \"percentile_measure\": 7.1}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 27.32}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4da0fd3af9f741c2eb311363797a057d98d4b125 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:28:00.084499+00:00", + "ended_at": "2026-05-04T09:28:17.747172+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_4cc957b4bbf7e617", + "problem_id": "v2p_n3_5b4a9cc15c2b3071", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=residual sugar.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "residual sugar", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_4cc957b4bbf7e617.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_4cc957b4bbf7e617", + "api_calls": 0, + "input_tokens": 22331, + "cached_input_tokens": 20864, + "output_tokens": 474, + "total_tokens": 22805, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2240, + "estimated_output_tokens": 303, + "estimated_total_tokens": 2543, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17600.01, + "sql_execution_elapsed_ms_total": 27.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_4cc957b4bbf7e617\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73865087ca8e07b6dfc81a8665159ea7bf742afe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:28:17.709391+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17600.01, "started_at": "2026-05-04T09:28:00.086998+00:00", "ended_at": "2026-05-04T09:28:17.681226+00:00", "prompt_metrics": {"chars": 7868, "bytes_utf8": 7868, "lines": 240, "estimated_tokens": 2240}, "response_metrics": {"chars": 1073, "bytes_utf8": 1073, "lines": 1, "estimated_tokens": 303}, "usage": {"input_tokens": 22331, "cached_input_tokens": 20864, "output_tokens": 474}, "stderr_preview": "2026-05-04T09:28:00.334911Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:28:02.749930Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST((0.9 * \\\"cnt\\\") AS INTEGER)) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per \\\"fixed acidity\\\" group with window functio"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d2fbf113e3877bc9e58f0a02005631579df87239 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4cc957b4bbf7e617/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_4cc957b4bbf7e617", + "api_calls": 0, + "input_tokens": 22331, + "cached_input_tokens": 20864, + "output_tokens": 474, + "total_tokens": 22805, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2240, + "estimated_output_tokens": 303, + "estimated_total_tokens": 2543, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17600.01, + "sql_execution_elapsed_ms_total": 27.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_4cc957b4bbf7e617\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ffee7ba6536c9a59c6807b9087a55e66e3a99234 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7868, "bytes_utf8": 7868, "lines": 240, "estimated_tokens": 2239}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 572, "bytes_utf8": 572, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 22330, "cached_input_tokens": 21888, "output_tokens": 240}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..af7d7e5d0e53b8ee61160072bedd76281e0ecf28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_4e4a12091ce3b620", + "api_calls": 0, + "input_tokens": 22330, + "cached_input_tokens": 21888, + "output_tokens": 240, + "total_tokens": 22570, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2239, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2366, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15324.01, + "sql_execution_elapsed_ms_total": 3.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_4e4a12091ce3b620\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5f0835a906972d3e4173db57f670216f74942c86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:25:42.937467+00:00", + "ended_at": "2026-05-04T09:25:58.261232+00:00", + "elapsed_ms": 15324.01, + "prompt_metrics": { + "chars": 7868, + "bytes_utf8": 7868, + "lines": 240, + "estimated_tokens": 2239 + }, + "stdout_metrics": { + "chars": 902, + "bytes_utf8": 902, + "lines": 4, + "estimated_tokens": 234 + }, + "stderr_metrics": { + "chars": 22082, + "bytes_utf8": 22082, + "lines": 30, + "estimated_tokens": 12488 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 572, + "bytes_utf8": 572, + "lines": 1, + "estimated_tokens": 127 + }, + "usage": { + "input_tokens": 22330, + "cached_input_tokens": 21888, + "output_tokens": 240 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8dbe995cd626bcb79780dfbae663cb980957afd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bd3bd0882b4cec3bbef99f460ec6b699a246d23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24e-ca29-7bc3-b997-c1e2dbf01297"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT CAST(\\\"fixed acidity\\\" AS REAL) AS \\\"fixed acidity\\\",\\n CAST(\\\"fixed acidity\\\" AS REAL) AS percentile_measure\\nFROM \\\"n3\\\"\\nWHERE \\\"fixed acidity\\\" IS NOT NULL\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY percentile_measure DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Because the group column and measure column are both \\\"fixed acidity\\\", the 95th percentile within each group equals that group's fixed acidity value; the query casts the TEXT field to REAL and returns one row per distinct group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22330,"cached_input_tokens":21888,"output_tokens":240}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33e7443f5e201b96d19dd3c5f1515d30e360d8db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT CAST(\"fixed acidity\" AS REAL) AS \"fixed acidity\",\n CAST(\"fixed acidity\" AS REAL) AS percentile_measure\nFROM \"n3\"\nWHERE \"fixed acidity\" IS NOT NULL\nGROUP BY \"fixed acidity\"\nORDER BY percentile_measure DESC;","notes":"SQLite does not support PERCENTILE_CONT. Because the group column and measure column are both \"fixed acidity\", the 95th percentile within each group equals that group's fixed acidity value; the query casts the TEXT field to REAL and returns one row per distinct group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d17673307de7deb8dc6e8c408b8f0f35a0cc4682 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T09:25:43.157279Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:25:45.497779Z WARN codex_analytics::client: events failed with status 403 Forbidden: Just a moment...
+2026-05-04T09:25:57.651721Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5257801e8e51a5d374d55c53adbe03b99fa5a2ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=fixed acidity. +Result preview: [{"fixed acidity": 14.2, "percentile_measure": 14.2}, {"fixed acidity": 11.8, "percentile_measure": 11.8}, {"fixed acidity": 10.7, "percentile_measure": 10.7}, {"fixed acidity": 10.3, "percentile_measure": 10.3}, {"fixed acidity": 10.2, "percentile_measure": 10.2}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c5695285edf06f1a5b9d6f0adc3a50745ead4b51 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_4e4a12091ce3b620 +-- problem_id: v2p_n3_fc88a7a1c3292ece +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("fixed acidity" AS REAL) AS "fixed acidity", + CAST("fixed acidity" AS REAL) AS percentile_measure +FROM "n3" +WHERE "fixed acidity" IS NOT NULL +GROUP BY "fixed acidity" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed4d47541dbc1d7c11e691f9bfc6ea0c51348220 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nSELECT CAST(\"fixed acidity\" AS REAL) AS \"fixed acidity\",\n CAST(\"fixed acidity\" AS REAL) AS percentile_measure\nFROM \"n3\"\nWHERE \"fixed acidity\" IS NOT NULL\nGROUP BY \"fixed acidity\"\nORDER BY percentile_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nSELECT CAST(\\\"fixed acidity\\\" AS REAL) AS \\\"fixed acidity\\\",\\n CAST(\\\"fixed acidity\\\" AS REAL) AS percentile_measure\\nFROM \\\"n3\\\"\\nWHERE \\\"fixed acidity\\\" IS NOT NULL\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY percentile_measure DESC;\", \"columns\": [\"fixed acidity\", \"percentile_measure\"], \"rows\": [{\"fixed acidity\": 14.2, \"percentile_measure\": 14.2}, {\"fixed acidity\": 11.8, \"percentile_measure\": 11.8}, {\"fixed acidity\": 10.7, \"percentile_measure\": 10.7}, {\"fixed acidity\": 10.3, \"percentile_measure\": 10.3}, {\"fixed acidity\": 10.2, \"percentile_measure\": 10.2}, {\"fixed acidity\": 10.0, \"percentile_measure\": 10.0}, {\"fixed acidity\": 9.9, \"percentile_measure\": 9.9}, {\"fixed acidity\": 9.8, \"percentile_measure\": 9.8}, {\"fixed acidity\": 9.7, \"percentile_measure\": 9.7}, {\"fixed acidity\": 9.6, \"percentile_measure\": 9.6}, {\"fixed acidity\": 9.5, \"percentile_measure\": 9.5}, {\"fixed acidity\": 9.4, \"percentile_measure\": 9.4}, {\"fixed acidity\": 9.3, \"percentile_measure\": 9.3}, {\"fixed acidity\": 9.2, \"percentile_measure\": 9.2}, {\"fixed acidity\": 9.1, \"percentile_measure\": 9.1}, {\"fixed acidity\": 9.0, \"percentile_measure\": 9.0}, {\"fixed acidity\": 8.9, \"percentile_measure\": 8.9}, {\"fixed acidity\": 8.8, \"percentile_measure\": 8.8}, {\"fixed acidity\": 8.7, \"percentile_measure\": 8.7}, {\"fixed acidity\": 8.6, \"percentile_measure\": 8.6}, {\"fixed acidity\": 8.5, \"percentile_measure\": 8.5}, {\"fixed acidity\": 8.4, \"percentile_measure\": 8.4}, {\"fixed acidity\": 8.3, \"percentile_measure\": 8.3}, {\"fixed acidity\": 8.2, \"percentile_measure\": 8.2}, {\"fixed acidity\": 8.1, \"percentile_measure\": 8.1}, {\"fixed acidity\": 8.0, \"percentile_measure\": 8.0}, {\"fixed acidity\": 7.9, \"percentile_measure\": 7.9}, {\"fixed acidity\": 7.8, \"percentile_measure\": 7.8}, {\"fixed acidity\": 7.7, \"percentile_measure\": 7.7}, {\"fixed acidity\": 7.6, \"percentile_measure\": 7.6}, {\"fixed acidity\": 7.5, \"percentile_measure\": 7.5}, {\"fixed acidity\": 7.4, \"percentile_measure\": 7.4}, {\"fixed acidity\": 7.3, \"percentile_measure\": 7.3}, {\"fixed acidity\": 7.2, \"percentile_measure\": 7.2}, {\"fixed acidity\": 7.15, \"percentile_measure\": 7.15}, {\"fixed acidity\": 7.1, \"percentile_measure\": 7.1}, {\"fixed acidity\": 7.0, \"percentile_measure\": 7.0}, {\"fixed acidity\": 6.9, \"percentile_measure\": 6.9}, {\"fixed acidity\": 6.8, \"percentile_measure\": 6.8}, {\"fixed acidity\": 6.7, \"percentile_measure\": 6.7}, {\"fixed acidity\": 6.6, \"percentile_measure\": 6.6}, {\"fixed acidity\": 6.5, \"percentile_measure\": 6.5}, {\"fixed acidity\": 6.45, \"percentile_measure\": 6.45}, {\"fixed acidity\": 6.4, \"percentile_measure\": 6.4}, {\"fixed acidity\": 6.3, \"percentile_measure\": 6.3}, {\"fixed acidity\": 6.2, \"percentile_measure\": 6.2}, {\"fixed acidity\": 6.15, \"percentile_measure\": 6.15}, {\"fixed acidity\": 6.1, \"percentile_measure\": 6.1}, {\"fixed acidity\": 6.0, \"percentile_measure\": 6.0}, {\"fixed acidity\": 5.9, \"percentile_measure\": 5.9}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.18}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4f4bcb015210114276effcf0e4c189e50be679df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:25:42.934579+00:00", + "ended_at": "2026-05-04T09:25:58.290958+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_4e4a12091ce3b620", + "problem_id": "v2p_n3_fc88a7a1c3292ece", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_4e4a12091ce3b620.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_4e4a12091ce3b620", + "api_calls": 0, + "input_tokens": 22330, + "cached_input_tokens": 21888, + "output_tokens": 240, + "total_tokens": 22570, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2239, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2366, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15324.01, + "sql_execution_elapsed_ms_total": 3.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_4e4a12091ce3b620\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..671d872f1b20d1a5cf6e6eadc13f7295fd136ebb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4e4a12091ce3b620/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:25:58.279230+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15324.01, "started_at": "2026-05-04T09:25:42.937467+00:00", "ended_at": "2026-05-04T09:25:58.261232+00:00", "prompt_metrics": {"chars": 7868, "bytes_utf8": 7868, "lines": 240, "estimated_tokens": 2239}, "response_metrics": {"chars": 572, "bytes_utf8": 572, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 22330, "cached_input_tokens": 21888, "output_tokens": 240}, "stderr_preview": "2026-05-04T09:25:43.157279Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:25:45.497779Z WARN codex_analytics::client: events failed with status 403 Forbidden: Just a moment.... +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=quality, measure_col=fixed acidity.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "measure_col": "fixed acidity", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d41d1af4581ad352b84102fcd32f808ebb5cacb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24c-287a-7e00-8b9a-1ed9f241f4bb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT CAST(\\\"fixed acidity\\\" AS REAL) AS \\\"fixed acidity\\\", \\\"quality\\\", AVG(CAST(\\\"fixed acidity\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Applied the provided Two-Dimensional Group Average template with group_col=\\\"fixed acidity\\\", group_col_2=\\\"quality\\\", and measure_col=\\\"fixed acidity\\\". Casted the TEXT-typed numeric field \\\"fixed acidity\\\" to REAL for correct SQLite aggregation and ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22347,"cached_input_tokens":20864,"output_tokens":145}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe3111bf1430261d1fabb1a82aa0a59493ee2ea2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT CAST(\"fixed acidity\" AS REAL) AS \"fixed acidity\", \"quality\", AVG(CAST(\"fixed acidity\" AS REAL)) AS \"avg_measure\"\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY \"avg_measure\" DESC;","notes":"Applied the provided Two-Dimensional Group Average template with group_col=\"fixed acidity\", group_col_2=\"quality\", and measure_col=\"fixed acidity\". Casted the TEXT-typed numeric field \"fixed acidity\" to REAL for correct SQLite aggregation and ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7af6f8c48c10946141dc95d0913e17fcf56fb3fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:22:50.698669Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:22:53.293942Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:23:02.456354Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..81b1bf741a16e5a94b7ba91ae20b00c53b135131 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=quality, measure_col=fixed acidity. +Result preview: [{"fixed acidity": 14.2, "quality": "6", "avg_measure": 14.2}, {"fixed acidity": 11.8, "quality": "3", "avg_measure": 11.8}, {"fixed acidity": 10.7, "quality": "6", "avg_measure": 10.7}, {"fixed acidity": 10.3, "quality": "3", "avg_measure": 10.3}, {"fixed acidity": 10.3, "quality": "5", "avg_measure": 10.3}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..69d2a3d0e405bdb50e9bf0e9d062c23d775dcb94 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_4f3d5582842c14d8 +-- problem_id: v2p_n3_355dbfbb775dc802 +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("fixed acidity" AS REAL) AS "fixed acidity", "quality", AVG(CAST("fixed acidity" AS REAL)) AS "avg_measure" +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75dc26b163a24973251bb8b3f5da3497353b8f06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT CAST(\"fixed acidity\" AS REAL) AS \"fixed acidity\", \"quality\", AVG(CAST(\"fixed acidity\" AS REAL)) AS \"avg_measure\"\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT CAST(\\\"fixed acidity\\\" AS REAL) AS \\\"fixed acidity\\\", \\\"quality\\\", AVG(CAST(\\\"fixed acidity\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"fixed acidity\", \"quality\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": 14.2, \"quality\": \"6\", \"avg_measure\": 14.2}, {\"fixed acidity\": 11.8, \"quality\": \"3\", \"avg_measure\": 11.8}, {\"fixed acidity\": 10.7, \"quality\": \"6\", \"avg_measure\": 10.7}, {\"fixed acidity\": 10.3, \"quality\": \"3\", \"avg_measure\": 10.3}, {\"fixed acidity\": 10.3, \"quality\": \"5\", \"avg_measure\": 10.3}, {\"fixed acidity\": 10.2, \"quality\": \"4\", \"avg_measure\": 10.2}, {\"fixed acidity\": 10.0, \"quality\": \"4\", \"avg_measure\": 10.0}, {\"fixed acidity\": 10.0, \"quality\": \"6\", \"avg_measure\": 10.0}, {\"fixed acidity\": 9.9, \"quality\": \"4\", \"avg_measure\": 9.9}, {\"fixed acidity\": 9.9, \"quality\": \"6\", \"avg_measure\": 9.9}, {\"fixed acidity\": 9.8, \"quality\": \"4\", \"avg_measure\": 9.8}, {\"fixed acidity\": 9.8, \"quality\": \"5\", \"avg_measure\": 9.8}, {\"fixed acidity\": 9.7, \"quality\": \"5\", \"avg_measure\": 9.7}, {\"fixed acidity\": 9.7, \"quality\": \"6\", \"avg_measure\": 9.7}, {\"fixed acidity\": 9.6, \"quality\": \"5\", \"avg_measure\": 9.6}, {\"fixed acidity\": 9.6, \"quality\": \"6\", \"avg_measure\": 9.6}, {\"fixed acidity\": 9.5, \"quality\": \"5\", \"avg_measure\": 9.5}, {\"fixed acidity\": 9.5, \"quality\": \"6\", \"avg_measure\": 9.5}, {\"fixed acidity\": 9.4, \"quality\": \"3\", \"avg_measure\": 9.4}, {\"fixed acidity\": 9.4, \"quality\": \"4\", \"avg_measure\": 9.4}, {\"fixed acidity\": 9.4, \"quality\": \"5\", \"avg_measure\": 9.4}, {\"fixed acidity\": 9.4, \"quality\": \"6\", \"avg_measure\": 9.4}, {\"fixed acidity\": 9.3, \"quality\": \"4\", \"avg_measure\": 9.3}, {\"fixed acidity\": 9.3, \"quality\": \"5\", \"avg_measure\": 9.3}, {\"fixed acidity\": 9.2, \"quality\": \"4\", \"avg_measure\": 9.2}, {\"fixed acidity\": 9.2, \"quality\": \"5\", \"avg_measure\": 9.2}, {\"fixed acidity\": 9.2, \"quality\": \"6\", \"avg_measure\": 9.2}, {\"fixed acidity\": 9.2, \"quality\": \"7\", \"avg_measure\": 9.2}, {\"fixed acidity\": 9.1, \"quality\": \"3\", \"avg_measure\": 9.1}, {\"fixed acidity\": 9.1, \"quality\": \"5\", \"avg_measure\": 9.1}, {\"fixed acidity\": 9.1, \"quality\": \"9\", \"avg_measure\": 9.1}, {\"fixed acidity\": 9.0, \"quality\": \"4\", \"avg_measure\": 9.0}, {\"fixed acidity\": 9.0, \"quality\": \"5\", \"avg_measure\": 9.0}, {\"fixed acidity\": 9.0, \"quality\": \"6\", \"avg_measure\": 9.0}, {\"fixed acidity\": 9.0, \"quality\": \"7\", \"avg_measure\": 9.0}, {\"fixed acidity\": 8.9, \"quality\": \"5\", \"avg_measure\": 8.9}, {\"fixed acidity\": 8.9, \"quality\": \"6\", \"avg_measure\": 8.9}, {\"fixed acidity\": 8.9, \"quality\": \"7\", \"avg_measure\": 8.9}, {\"fixed acidity\": 8.8, \"quality\": \"4\", \"avg_measure\": 8.8}, {\"fixed acidity\": 8.8, \"quality\": \"5\", \"avg_measure\": 8.8}, {\"fixed acidity\": 8.8, \"quality\": \"6\", \"avg_measure\": 8.8}, {\"fixed acidity\": 8.8, \"quality\": \"7\", \"avg_measure\": 8.8}, {\"fixed acidity\": 8.7, \"quality\": \"4\", \"avg_measure\": 8.7}, {\"fixed acidity\": 8.7, \"quality\": \"5\", \"avg_measure\": 8.7}, {\"fixed acidity\": 8.7, \"quality\": \"6\", \"avg_measure\": 8.7}, {\"fixed acidity\": 8.7, \"quality\": \"7\", \"avg_measure\": 8.7}, {\"fixed acidity\": 8.6, \"quality\": \"3\", \"avg_measure\": 8.6}, {\"fixed acidity\": 8.6, \"quality\": \"4\", \"avg_measure\": 8.6}, {\"fixed acidity\": 8.6, \"quality\": \"5\", \"avg_measure\": 8.6}, {\"fixed acidity\": 8.6, \"quality\": \"6\", \"avg_measure\": 8.6}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.78}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f0c15659ca68935a0d6f46f94bf27108139f1a15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:22:50.414656+00:00", + "ended_at": "2026-05-04T09:23:03.559909+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_4f3d5582842c14d8", + "problem_id": "v2p_n3_355dbfbb775dc802", + "dataset_id": "n3", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=quality, measure_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "measure_col": "fixed acidity", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_4f3d5582842c14d8.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_4f3d5582842c14d8", + "api_calls": 0, + "input_tokens": 22347, + "cached_input_tokens": 20864, + "output_tokens": 145, + "total_tokens": 22492, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2256, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2385, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13093.82, + "sql_execution_elapsed_ms_total": 5.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_4f3d5582842c14d8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c29c1318f4b1dca01dcc93544d3eb428449e934 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_4f3d5582842c14d8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:23:03.542857+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13093.82, "started_at": "2026-05-04T09:22:50.419075+00:00", "ended_at": "2026-05-04T09:23:03.512784+00:00", "prompt_metrics": {"chars": 7862, "bytes_utf8": 7862, "lines": 242, "estimated_tokens": 2256}, "response_metrics": {"chars": 546, "bytes_utf8": 546, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 22347, "cached_input_tokens": 20864, "output_tokens": 145}, "stderr_preview": "2026-05-04T09:22:50.698669Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:22:53.293942Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "free sulfur dioxide", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c7c65a406685983c6b6b8252c7cc3e258684139 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,244 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "free sulfur dioxide", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"quality\",\n CAST(\"free sulfur dioxide\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"free sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"free sulfur dioxide\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"quality\",\n \"measure_value\",\n \"rn\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"quality\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28ec9d1a13de0cb6873cc16a6cd1f1fcd6c94cef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df251-cf08-78d0-99d0-519fffa20d4b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"free sulfur dioxide\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"free sulfur dioxide\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"free sulfur dioxide\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per quality group via window functions and CASTs \\\"free sulfur dioxide\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22330,"cached_input_tokens":20864,"output_tokens":381}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42a3f3c6a76993454e4eeee902e3cd9bb7734741 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"quality\",\n CAST(\"free sulfur dioxide\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"free sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"free sulfur dioxide\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"quality\",\n \"measure_value\",\n \"rn\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"quality\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per quality group via window functions and CASTs \"free sulfur dioxide\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3998ed75d03e03456c7f58aeea607d9fed7d6a34 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df252-114d-7cf3-aa7a-31e82165eab2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"free sulfur dioxide\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"free sulfur dioxide\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"free sulfur dioxide\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n CAST(0.95 * \\\"cnt\\\" AS INTEGER) + CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the SQLite incompatibility by replacing CEIL(0.95 * cnt) with a SQLite-safe ceiling expression using CAST(...) plus a CASE adjustment.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22594,"cached_input_tokens":20864,"output_tokens":510}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..081e2ec1a7a6b9575bc0b4a89000589a88ae01c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"quality\",\n CAST(\"free sulfur dioxide\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"free sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"free sulfur dioxide\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"quality\",\n \"measure_value\",\n \"rn\",\n CAST(0.95 * \"cnt\" AS INTEGER) + CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"quality\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Repaired the SQLite incompatibility by replacing CEIL(0.95 * cnt) with a SQLite-safe ceiling expression using CAST(...) plus a CASE adjustment."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a3ded8ed786b103c6390efb43a81cf3aa782339 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:29:01.005362Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:29:04.019893Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:29:16.892412Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d2f3936b1840a9e033593c538ea584b73775a94 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T09:29:17.964521Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:29:20.279376Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:29:35.691826Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..35d7949c6e87d8f082c86ba8d4e296833db47d10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=free sulfur dioxide. +Result preview: [{"quality": "3", "percentile_measure": 146.5}, {"quality": "5", "percentile_measure": 66.0}, {"quality": "8", "percentile_measure": 64.0}, {"quality": "6", "percentile_measure": 63.0}, {"quality": "4", "percentile_measure": 62.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa9cb9057031e1ad1eb7c533388b33daf717a287 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_51bfe5309c712506 +-- problem_id: v2p_n3_4ea63bd254073b80 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "quality", + CAST("free sulfur dioxide" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("free sulfur dioxide" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "quality") AS "cnt" + FROM "n3" + WHERE "quality" IS NOT NULL + AND "free sulfur dioxide" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "quality", + "measure_value", + "rn", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "quality", + "measure_value" AS "percentile_measure" +FROM "percentile_rows" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..76649d2a4ba759b8f8a3c4df6cd02c3227fc1bc1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"quality\",\n CAST(\"free sulfur dioxide\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"free sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"free sulfur dioxide\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"quality\",\n \"measure_value\",\n \"rn\",\n CAST(0.95 * \"cnt\" AS INTEGER) + CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"quality\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"free sulfur dioxide\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"free sulfur dioxide\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"free sulfur dioxide\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n CAST(0.95 * \\\"cnt\\\" AS INTEGER) + CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"quality\", \"percentile_measure\"], \"rows\": [{\"quality\": \"3\", \"percentile_measure\": 146.5}, {\"quality\": \"5\", \"percentile_measure\": 66.0}, {\"quality\": \"8\", \"percentile_measure\": 64.0}, {\"quality\": \"6\", \"percentile_measure\": 63.0}, {\"quality\": \"4\", \"percentile_measure\": 62.0}, {\"quality\": \"7\", \"percentile_measure\": 58.0}, {\"quality\": \"9\", \"percentile_measure\": 57.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.39}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a49c3cafe9dc2ddb3dbebb91eab7739c89e26f22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:29:00.791708+00:00", + "ended_at": "2026-05-04T09:29:37.244481+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_51bfe5309c712506", + "problem_id": "v2p_n3_4ea63bd254073b80", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=free sulfur dioxide.", + "bindings": { + "group_col": "quality", + "measure_col": "free sulfur dioxide", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=104" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_51bfe5309c712506.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_51bfe5309c712506", + "api_calls": 0, + "input_tokens": 44924, + "cached_input_tokens": 41728, + "output_tokens": 891, + "total_tokens": 45815, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4742, + "estimated_output_tokens": 576, + "estimated_total_tokens": 5318, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36373.56, + "sql_execution_elapsed_ms_total": 19.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_51bfe5309c712506\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f483d4866da9b1cc9d55e7b196894c22ab70bcc9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T09:29:17.721519+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16903.79, "started_at": "2026-05-04T09:29:00.794192+00:00", "ended_at": "2026-05-04T09:29:17.695130+00:00", "prompt_metrics": {"chars": 7867, "bytes_utf8": 7867, "lines": 240, "estimated_tokens": 2239}, "response_metrics": {"chars": 978, "bytes_utf8": 978, "lines": 1, "estimated_tokens": 275}, "usage": {"input_tokens": 22330, "cached_input_tokens": 20864, "output_tokens": 381}, "stderr_preview": "2026-05-04T09:29:01.005362Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:29:04.019893Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the SQLite incompatibility by replacing CEIL(0.95 * cnt) with a SQLite-safe ceiling expression usin"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b0a3dc52a0f0d43d861ba36f3a508d10c379b5c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_51bfe5309c712506/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_51bfe5309c712506", + "api_calls": 0, + "input_tokens": 44924, + "cached_input_tokens": 41728, + "output_tokens": 891, + "total_tokens": 45815, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4742, + "estimated_output_tokens": 576, + "estimated_total_tokens": 5318, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36373.56, + "sql_execution_elapsed_ms_total": 19.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_51bfe5309c712506\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4192420c8f9e8461a71594d737fd801e79af505e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"residual sugar": "1.2", "support": 187, "avg_response": 0.3520855614973262}, {"residual sugar": "1.4", "support": 184, "avg_response": 0.31619565217391304}, {"residual sugar": "1.6", "support": 165, "avg_response": 0.3296969696969697}, {"residual sugar": "1.3", "support": 147, "avg_response": 0.32448979591836735}, {"residual sugar": "1.1", "support": 146, "avg_response": 0.3426027397260274}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..93403658d7418261dc35d8c8c604c63b28a9186f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_52539ad5ecf42d3e +-- problem_id: v2p_n3_666886f38c32600f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "residual sugar", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "residual sugar" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..803149c44cbb740686d9361ef0a97f824128fbbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_52539ad5ecf42d3e\n-- problem_id: v2p_n3_666886f38c32600f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"residual sugar\",\n COUNT(*) AS support,\n AVG(\"citric acid\") AS avg_response\nFROM \"n3\"\nGROUP BY \"residual sugar\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_52539ad5ecf42d3e\\n-- problem_id: v2p_n3_666886f38c32600f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"residual sugar\\\",\\n COUNT(*) AS support,\\n AVG(\\\"citric acid\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"residual sugar\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"residual sugar\", \"support\", \"avg_response\"], \"rows\": [{\"residual sugar\": \"1.2\", \"support\": 187, \"avg_response\": 0.3520855614973262}, {\"residual sugar\": \"1.4\", \"support\": 184, \"avg_response\": 0.31619565217391304}, {\"residual sugar\": \"1.6\", \"support\": 165, \"avg_response\": 0.3296969696969697}, {\"residual sugar\": \"1.3\", \"support\": 147, \"avg_response\": 0.32448979591836735}, {\"residual sugar\": \"1.1\", \"support\": 146, \"avg_response\": 0.3426027397260274}, {\"residual sugar\": \"1.5\", \"support\": 142, \"avg_response\": 0.3330985915492958}, {\"residual sugar\": \"1.8\", \"support\": 99, \"avg_response\": 0.3367676767676768}, {\"residual sugar\": \"1.7\", \"support\": 99, \"avg_response\": 0.33444444444444443}, {\"residual sugar\": \"1\", \"support\": 93, \"avg_response\": 0.35913978494623655}, {\"residual sugar\": \"2\", \"support\": 79, \"avg_response\": 0.3250632911392405}, {\"residual sugar\": \"1.9\", \"support\": 59, \"avg_response\": 0.3059322033898305}, {\"residual sugar\": \"2.2\", \"support\": 56, \"avg_response\": 0.34035714285714286}, {\"residual sugar\": \"2.1\", \"support\": 51, \"avg_response\": 0.35627450980392156}, {\"residual sugar\": \"5\", \"support\": 43, \"avg_response\": 0.3158139534883721}, {\"residual sugar\": \"2.3\", \"support\": 42, \"avg_response\": 0.3354761904761905}, {\"residual sugar\": \"7.8\", \"support\": 41, \"avg_response\": 0.35365853658536583}, {\"residual sugar\": \"2.4\", \"support\": 41, \"avg_response\": 0.3097560975609756}, {\"residual sugar\": \"7.4\", \"support\": 40, \"avg_response\": 0.33025000000000004}, {\"residual sugar\": \"4.6\", \"support\": 40, \"avg_response\": 0.3265}, {\"residual sugar\": \"2.5\", \"support\": 40, \"avg_response\": 0.3205}, {\"residual sugar\": \"0.9\", \"support\": 39, \"avg_response\": 0.33179487179487177}, {\"residual sugar\": \"6.3\", \"support\": 39, \"avg_response\": 0.3105128205128205}, {\"residual sugar\": \"2.7\", \"support\": 38, \"avg_response\": 0.28842105263157897}, {\"residual sugar\": \"4.8\", \"support\": 38, \"avg_response\": 0.27578947368421053}, {\"residual sugar\": \"8.2\", \"support\": 36, \"avg_response\": 0.3852777777777778}, {\"residual sugar\": \"7.1\", \"support\": 36, \"avg_response\": 0.3247222222222222}, {\"residual sugar\": \"2.8\", \"support\": 36, \"avg_response\": 0.29916666666666664}, {\"residual sugar\": \"11.8\", \"support\": 35, \"avg_response\": 0.41685714285714287}, {\"residual sugar\": \"4.9\", \"support\": 35, \"avg_response\": 0.31857142857142856}, {\"residual sugar\": \"8.1\", \"support\": 34, \"avg_response\": 0.38117647058823534}, {\"residual sugar\": \"6.4\", \"support\": 34, \"avg_response\": 0.3261764705882353}, {\"residual sugar\": \"7.7\", \"support\": 34, \"avg_response\": 0.31029411764705883}, {\"residual sugar\": \"2.6\", \"support\": 33, \"avg_response\": 0.31787878787878787}, {\"residual sugar\": \"4.5\", \"support\": 33, \"avg_response\": 0.2909090909090909}, {\"residual sugar\": \"8\", \"support\": 32, \"avg_response\": 0.348125}, {\"residual sugar\": \"7.9\", \"support\": 32, \"avg_response\": 0.3315625}, {\"residual sugar\": \"6.2\", \"support\": 31, \"avg_response\": 0.3606451612903226}, {\"residual sugar\": \"7\", \"support\": 31, \"avg_response\": 0.34451612903225803}, {\"residual sugar\": \"8.3\", \"support\": 31, \"avg_response\": 0.34322580645161294}, {\"residual sugar\": \"3.5\", \"support\": 31, \"avg_response\": 0.3106451612903226}, {\"residual sugar\": \"4.2\", \"support\": 31, \"avg_response\": 0.2980645161290323}, {\"residual sugar\": \"7.5\", \"support\": 30, \"avg_response\": 0.3486666666666667}, {\"residual sugar\": \"6.6\", \"support\": 30, \"avg_response\": 0.3106666666666667}, {\"residual sugar\": \"5.7\", \"support\": 30, \"avg_response\": 0.29766666666666663}, {\"residual sugar\": \"7.6\", \"support\": 29, \"avg_response\": 0.34448275862068967}, {\"residual sugar\": \"5.2\", \"support\": 29, \"avg_response\": 0.323448275862069}, {\"residual sugar\": \"4.7\", \"support\": 29, \"avg_response\": 0.3203448275862069}, {\"residual sugar\": \"7.2\", \"support\": 29, \"avg_response\": 0.31103448275862067}, {\"residual sugar\": \"3.2\", \"support\": 28, \"avg_response\": 0.3514285714285714}, {\"residual sugar\": \"6.8\", \"support\": 28, \"avg_response\": 0.3157142857142857}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.16}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bb77b934a9a42f27880f71bc62f4c4fbe680bd16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.180429+00:00", + "ended_at": "2026-05-04T09:37:05.189089+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_52539ad5ecf42d3e", + "problem_id": "v2p_n3_666886f38c32600f", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=citric acid, key_col=residual sugar.", + "bindings": { + "key_col": "residual sugar", + "measure_col": "citric acid", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_52539ad5ecf42d3e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8151400f6acc6e824c4f9b57edcd619169017226 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7786, "bytes_utf8": 7786, "lines": 240, "estimated_tokens": 2214}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22305, "cached_input_tokens": 20864, "output_tokens": 199}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..090bc44a30184cffa27d0e4928efedca175e1bfb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_554360430423ea43", + "api_calls": 0, + "input_tokens": 22305, + "cached_input_tokens": 20864, + "output_tokens": 199, + "total_tokens": 22504, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2214, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2312, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11966.96, + "sql_execution_elapsed_ms_total": 13.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_554360430423ea43\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..07bd626ef50e7291eb575ed43a105df8eecf3560 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:05:09.805260+00:00", + "ended_at": "2026-05-04T09:05:21.771848+00:00", + "elapsed_ms": 11966.96, + "prompt_metrics": { + "chars": 7786, + "bytes_utf8": 7786, + "lines": 240, + "estimated_tokens": 2214 + }, + "stdout_metrics": { + "chars": 761, + "bytes_utf8": 761, + "lines": 4, + "estimated_tokens": 205 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13204 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 437, + "bytes_utf8": 437, + "lines": 1, + "estimated_tokens": 98 + }, + "usage": { + "input_tokens": 22305, + "cached_input_tokens": 20864, + "output_tokens": 199 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..793d573e2f9eeb5a18c00799007c1a452f6739c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5baa0a6a6f67e98ea34742bce172b2ff8c9deb7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23b-f93a-7bf1-920d-7f922e20b92b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"free sulfur dioxide\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"free sulfur dioxide\\\". Cast the measure to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22305,"cached_input_tokens":20864,"output_tokens":199}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3db9cf3f90b49a60327d8257bccb365f34313972 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"fixed acidity\",\n AVG(CAST(\"free sulfur dioxide\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"fixed acidity\" and measure_col=\"free sulfur dioxide\". Cast the measure to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6e07050d2569a1d8f8b1fb8d566ad4eca2944f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:05:10.004341Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:05:12.273837Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:05:21.061329Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c8e67455a61496b00b0ef97a711e89bab9e22a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide. +Result preview: [{"fixed acidity": "4.5", "avg_measure": 89.0}, {"fixed acidity": "4.2", "avg_measure": 78.5}, {"fixed acidity": "7.15", "avg_measure": 56.0}, {"fixed acidity": "6.45", "avg_measure": 51.0}, {"fixed acidity": "4.9", "avg_measure": 47.857142857142854}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d7415f4554c4197dee2cfad065bf1509690c1cc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_554360430423ea43 +-- problem_id: v2p_n3_46769511e80f6105 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("free sulfur dioxide" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..85abf6f44f37a3aa4754ccb21209cb5f65ec58be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"fixed acidity\",\n AVG(CAST(\"free sulfur dioxide\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"free sulfur dioxide\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"4.5\", \"avg_measure\": 89.0}, {\"fixed acidity\": \"4.2\", \"avg_measure\": 78.5}, {\"fixed acidity\": \"7.15\", \"avg_measure\": 56.0}, {\"fixed acidity\": \"6.45\", \"avg_measure\": 51.0}, {\"fixed acidity\": \"4.9\", \"avg_measure\": 47.857142857142854}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 39.00797872340426}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 38.50813008130081}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 38.40584415584416}, {\"fixed acidity\": \"4.4\", \"avg_measure\": 38.0}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 37.674157303370784}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 37.608247422680414}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 37.438709677419354}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 37.15357142857143}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 37.1328125}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 37.014830508474574}, {\"fixed acidity\": \"10.7\", \"avg_measure\": 37.0}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 36.65555555555556}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 36.543103448275865}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 36.294642857142854}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 35.62135922330097}, {\"fixed acidity\": \"6\", \"avg_measure\": 35.494565217391305}, {\"fixed acidity\": \"8\", \"avg_measure\": 35.25625}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 35.1425}, {\"fixed acidity\": \"5\", \"avg_measure\": 35.083333333333336}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 34.623655913978496}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 34.477178423236516}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 34.40909090909091}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 34.4054054054054}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 34.11363636363637}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 34.053719008264466}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 33.64052287581699}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 33.62135922330097}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 33.59139784946237}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 33.57142857142857}, {\"fixed acidity\": \"14.2\", \"avg_measure\": 33.0}, {\"fixed acidity\": \"4.7\", \"avg_measure\": 33.0}, {\"fixed acidity\": \"7\", \"avg_measure\": 32.89224137931034}, {\"fixed acidity\": \"10\", \"avg_measure\": 32.666666666666664}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 32.142857142857146}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 31.928571428571427}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 31.65625}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 31.11111111111111}, {\"fixed acidity\": \"9.3\", \"avg_measure\": 30.666666666666668}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 29.333333333333332}, {\"fixed acidity\": \"9.6\", \"avg_measure\": 29.1}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 29.095238095238095}, {\"fixed acidity\": \"3.9\", \"avg_measure\": 29.0}, {\"fixed acidity\": \"4.8\", \"avg_measure\": 28.666666666666668}, {\"fixed acidity\": \"5.1\", \"avg_measure\": 28.565217391304348}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 28.507042253521128}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.84}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..527ba6a50e1a8e822cc071066f03733dc6f1bc3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:05:09.803039+00:00", + "ended_at": "2026-05-04T09:05:21.819636+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_554360430423ea43", + "problem_id": "v2p_n3_46769511e80f6105", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_554360430423ea43.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_554360430423ea43", + "api_calls": 0, + "input_tokens": 22305, + "cached_input_tokens": 20864, + "output_tokens": 199, + "total_tokens": 22504, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2214, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2312, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11966.96, + "sql_execution_elapsed_ms_total": 13.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_554360430423ea43\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38bedf908465102a9b1ab8af7a9008df128dce16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_554360430423ea43/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:05:21.796825+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11966.96, "started_at": "2026-05-04T09:05:09.805260+00:00", "ended_at": "2026-05-04T09:05:21.771848+00:00", "prompt_metrics": {"chars": 7786, "bytes_utf8": 7786, "lines": 240, "estimated_tokens": 2214}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22305, "cached_input_tokens": 20864, "output_tokens": 199}, "stderr_preview": "2026-05-04T09:05:10.004341Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:05:12.273837Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 155.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7d52c20ea7be2cb76e4abba57eae0f398712397 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df243-c20f-71d2-940d-7e2f6f497f35"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided grouped mean template with \\\"sulphates\\\" as the grouping column and a REAL cast on \\\"total sulfur dioxide\\\" because the SQLite schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22297,"cached_input_tokens":19840,"output_tokens":193}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60589949cf2c38acccf5f37807b6a2e3e04afe86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sulphates\", AVG(CAST(\"total sulfur dioxide\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY avg_measure DESC;","notes":"Used the provided grouped mean template with \"sulphates\" as the grouping column and a REAL cast on \"total sulfur dioxide\" because the SQLite schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e94f32d35e550352fdaba0f8f993c11bfc4d5327 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:13:40.186606Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:13:42.573191Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:13:53.269879Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..646f27cd3ca44e356df469407b0595654f6e5d05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide. +Result preview: [{"sulphates": "1.06", "avg_measure": 168.0}, {"sulphates": "0.82", "avg_measure": 165.30769230769232}, {"sulphates": "0.89", "avg_measure": 161.0}, {"sulphates": "0.71", "avg_measure": 153.27777777777777}, {"sulphates": "0.57", "avg_measure": 151.65060240963857}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..27d942586b07f3f294ae5d26ff1471ee5f1d47f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_55772ecafbfbab57 +-- problem_id: v2p_n3_755a80e25321dedf +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("total sulfur dioxide" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "sulphates" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..770bbe361191da8f4a3ebd829eaf70459db50f7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sulphates\", AVG(CAST(\"total sulfur dioxide\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sulphates\", \"avg_measure\"], \"rows\": [{\"sulphates\": \"1.06\", \"avg_measure\": 168.0}, {\"sulphates\": \"0.82\", \"avg_measure\": 165.30769230769232}, {\"sulphates\": \"0.89\", \"avg_measure\": 161.0}, {\"sulphates\": \"0.71\", \"avg_measure\": 153.27777777777777}, {\"sulphates\": \"0.57\", \"avg_measure\": 151.65060240963857}, {\"sulphates\": \"0.64\", \"avg_measure\": 151.01492537313433}, {\"sulphates\": \"0.61\", \"avg_measure\": 150.0888888888889}, {\"sulphates\": \"0.75\", \"avg_measure\": 149.9090909090909}, {\"sulphates\": \"0.5\", \"avg_measure\": 149.57630522088354}, {\"sulphates\": \"0.49\", \"avg_measure\": 149.16867469879517}, {\"sulphates\": \"0.78\", \"avg_measure\": 148.57894736842104}, {\"sulphates\": \"0.6\", \"avg_measure\": 148.03977272727272}, {\"sulphates\": \"0.67\", \"avg_measure\": 147.82857142857142}, {\"sulphates\": \"0.56\", \"avg_measure\": 147.2962962962963}, {\"sulphates\": \"0.7\", \"avg_measure\": 146.33333333333334}, {\"sulphates\": \"1.01\", \"avg_measure\": 146.0}, {\"sulphates\": \"0.81\", \"avg_measure\": 146.0}, {\"sulphates\": \"0.53\", \"avg_measure\": 146.0}, {\"sulphates\": \"0.51\", \"avg_measure\": 145.57857142857142}, {\"sulphates\": \"0.79\", \"avg_measure\": 145.53125}, {\"sulphates\": \"0.55\", \"avg_measure\": 144.69607843137254}, {\"sulphates\": \"0.76\", \"avg_measure\": 144.52631578947367}, {\"sulphates\": \"0.48\", \"avg_measure\": 144.2849162011173}, {\"sulphates\": \"0.52\", \"avg_measure\": 143.94551282051282}, {\"sulphates\": \"0.59\", \"avg_measure\": 143.62886597938143}, {\"sulphates\": \"0.88\", \"avg_measure\": 143.42857142857142}, {\"sulphates\": \"0.63\", \"avg_measure\": 143.23958333333334}, {\"sulphates\": \"0.62\", \"avg_measure\": 143.11764705882354}, {\"sulphates\": \"0.46\", \"avg_measure\": 143.07111111111112}, {\"sulphates\": \"0.43\", \"avg_measure\": 142.87888198757764}, {\"sulphates\": \"0.66\", \"avg_measure\": 142.83333333333334}, {\"sulphates\": \"0.72\", \"avg_measure\": 142.16666666666666}, {\"sulphates\": \"0.58\", \"avg_measure\": 142.14646464646464}, {\"sulphates\": \"0.47\", \"avg_measure\": 142.07848837209303}, {\"sulphates\": \"0.44\", \"avg_measure\": 141.86805555555554}, {\"sulphates\": \"0.77\", \"avg_measure\": 141.375}, {\"sulphates\": \"0.27\", \"avg_measure\": 139.6153846153846}, {\"sulphates\": \"0.41\", \"avg_measure\": 139.07553956834533}, {\"sulphates\": \"0.54\", \"avg_measure\": 138.94610778443115}, {\"sulphates\": \"0.85\", \"avg_measure\": 138.66666666666666}, {\"sulphates\": \"0.45\", \"avg_measure\": 138.27808988764045}, {\"sulphates\": \"0.68\", \"avg_measure\": 137.54545454545453}, {\"sulphates\": \"0.69\", \"avg_measure\": 137.46666666666667}, {\"sulphates\": \"0.9\", \"avg_measure\": 137.2}, {\"sulphates\": \"0.42\", \"avg_measure\": 134.35911602209944}, {\"sulphates\": \"0.97\", \"avg_measure\": 134.0}, {\"sulphates\": \"0.3\", \"avg_measure\": 133.61290322580646}, {\"sulphates\": \"0.8\", \"avg_measure\": 133.2}, {\"sulphates\": \"0.74\", \"avg_measure\": 132.26315789473685}, {\"sulphates\": \"0.4\", \"avg_measure\": 129.10714285714286}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.7}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fb89c5d8b119f531f9f344f89273dc31d23d212b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:13:39.934204+00:00", + "ended_at": "2026-05-04T09:13:54.216831+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_55772ecafbfbab57", + "problem_id": "v2p_n3_755a80e25321dedf", + "dataset_id": "n3", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 155.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_55772ecafbfbab57.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_55772ecafbfbab57", + "api_calls": 0, + "input_tokens": 22297, + "cached_input_tokens": 19840, + "output_tokens": 193, + "total_tokens": 22490, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2206, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2304, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14250.96, + "sql_execution_elapsed_ms_total": 3.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_55772ecafbfbab57\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4bc3ef9c334bf9cb6b650b1ee2f131c0c2e44dbd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_55772ecafbfbab57/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:13:54.202138+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14250.96, "started_at": "2026-05-04T09:13:39.936450+00:00", "ended_at": "2026-05-04T09:13:54.187140+00:00", "prompt_metrics": {"chars": 7705, "bytes_utf8": 7705, "lines": 240, "estimated_tokens": 2206}, "response_metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22297, "cached_input_tokens": 19840, "output_tokens": 193}, "stderr_preview": "2026-05-04T09:13:40.186606Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:13:42.573191Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=pH.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "pH", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d581cb604e7f28f0ec6b97ded7fc341cd12270f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23d-1d88-7471-b5e6-ad58144ce4b9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"pH\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"fixed acidity\\\" and measure_col bound to \\\"pH\\\". CAST(\\\"pH\\\" AS REAL) is applied because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22302,"cached_input_tokens":19840,"output_tokens":124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6da7ca198ad8b4b655feb93f1d72994e37b74a4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"fixed acidity\",\n AVG(CAST(\"pH\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"fixed acidity\" and measure_col bound to \"pH\". CAST(\"pH\" AS REAL) is applied because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0359f373787a0c8829bf2d9e0b2277cad9166df9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:06:24.877435Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:06:27.239483Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:06:34.074595Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0007c4c8abb33fa54c93ba3f08153ff662c782d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=pH. +Result preview: [{"fixed acidity": "4.6", "avg_measure": 3.79}, {"fixed acidity": "3.8", "avg_measure": 3.75}, {"fixed acidity": "3.9", "avg_measure": 3.57}, {"fixed acidity": "4.2", "avg_measure": 3.535}, {"fixed acidity": "4.7", "avg_measure": 3.4539999999999997}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d2e82b09e8b2e35f0ff9206fbca9eec2374f28ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_560400d31c7e4527 +-- problem_id: v2p_n3_bf09c1d3c6b70ef8 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("pH" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..461ff055a0de4f3d94cfccaffc2b7ce2757fc293 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"fixed acidity\",\n AVG(CAST(\"pH\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"pH\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"4.6\", \"avg_measure\": 3.79}, {\"fixed acidity\": \"3.8\", \"avg_measure\": 3.75}, {\"fixed acidity\": \"3.9\", \"avg_measure\": 3.57}, {\"fixed acidity\": \"4.2\", \"avg_measure\": 3.535}, {\"fixed acidity\": \"4.7\", \"avg_measure\": 3.4539999999999997}, {\"fixed acidity\": \"4.4\", \"avg_measure\": 3.4499999999999997}, {\"fixed acidity\": \"5\", \"avg_measure\": 3.4033333333333338}, {\"fixed acidity\": \"4.8\", \"avg_measure\": 3.393333333333333}, {\"fixed acidity\": \"6.15\", \"avg_measure\": 3.39}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 3.385185185185185}, {\"fixed acidity\": \"5.1\", \"avg_measure\": 3.377391304347826}, {\"fixed acidity\": \"5.2\", \"avg_measure\": 3.3564285714285718}, {\"fixed acidity\": \"4.5\", \"avg_measure\": 3.34}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 3.3317857142857146}, {\"fixed acidity\": \"5.5\", \"avg_measure\": 3.320967741935484}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 3.3198591549295777}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 3.3050485436893204}, {\"fixed acidity\": \"4.9\", \"avg_measure\": 3.2985714285714285}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 3.281900826446281}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 3.280909090909091}, {\"fixed acidity\": \"6.45\", \"avg_measure\": 3.27}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 3.249032258064516}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 3.2338020833333334}, {\"fixed acidity\": \"6\", \"avg_measure\": 3.233641304347826}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 3.2307446808510636}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 3.2105333333333332}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 3.2072857142857143}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 3.189137931034483}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 3.1885593220338984}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 3.1757261410788384}, {\"fixed acidity\": \"7\", \"avg_measure\": 3.1740086206896554}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 3.1696629213483147}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 3.1673376623376623}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 3.1660000000000004}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 3.1649462365591394}, {\"fixed acidity\": \"14.2\", \"avg_measure\": 3.15}, {\"fixed acidity\": \"7.15\", \"avg_measure\": 3.15}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 3.149854368932039}, {\"fixed acidity\": \"9.3\", \"avg_measure\": 3.1466666666666665}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 3.143333333333333}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 3.134301075268817}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 3.1289690721649484}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 3.125040650406504}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 3.1247297297297294}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 3.123529411764706}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 3.121785714285714}, {\"fixed acidity\": \"8\", \"avg_measure\": 3.11325}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 3.106346153846154}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 3.09875}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 3.093928571428571}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.8}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d670833343b3da900e34c99ca78d93b626f7593b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:06:24.572610+00:00", + "ended_at": "2026-05-04T09:06:35.090678+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_560400d31c7e4527", + "problem_id": "v2p_n3_bf09c1d3c6b70ef8", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=pH.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "pH", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_560400d31c7e4527.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_560400d31c7e4527", + "api_calls": 0, + "input_tokens": 22302, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 22426, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2211, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2317, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10476.27, + "sql_execution_elapsed_ms_total": 13.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_560400d31c7e4527\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dae6ccfb100abb8735810e46f7e2e3137d86e6a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_560400d31c7e4527/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:06:35.068935+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10476.27, "started_at": "2026-05-04T09:06:24.574843+00:00", "ended_at": "2026-05-04T09:06:35.051287+00:00", "prompt_metrics": {"chars": 7751, "bytes_utf8": 7751, "lines": 240, "estimated_tokens": 2211}, "response_metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22302, "cached_input_tokens": 19840, "output_tokens": 124}, "stderr_preview": "2026-05-04T09:06:24.877435Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:06:27.239483Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=total sulfur dioxide, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "total sulfur dioxide", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c56cdaf757e21b7d1c290dc14dd8cd1fe79631c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23f-563b-7163-b50c-b44f088c0039"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n CAST(\\\"fixed acidity\\\" AS REAL) AS \\\"fixed acidity\\\",\\n CAST(\\\"total sulfur dioxide\\\" AS REAL) AS \\\"total sulfur dioxide\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"total sulfur dioxide\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"total sulfur dioxide\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY \\\"total sulfur dioxide\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n MIN(\\\"total sulfur dioxide\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= \\\"cnt\\\" * 0.9\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING MAX(\\\"cnt\\\") >= 5\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank style 90th percentile approximation within each fixed-acidity group after filtering to quality = 6, with a minimum group size of 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22405,"cached_input_tokens":20864,"output_tokens":984}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d9896aa667b1ed307d80e0a2b14cf0aae3ea39d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n CAST(\"fixed acidity\" AS REAL) AS \"fixed acidity\",\n CAST(\"total sulfur dioxide\" AS REAL) AS \"total sulfur dioxide\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"fixed acidity\" IS NOT NULL\n AND \"total sulfur dioxide\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"fixed acidity\",\n \"total sulfur dioxide\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY \"total sulfur dioxide\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"fixed acidity\",\n MIN(\"total sulfur dioxide\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= \"cnt\" * 0.9\nGROUP BY \"fixed acidity\"\nHAVING MAX(\"cnt\") >= 5\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank style 90th percentile approximation within each fixed-acidity group after filtering to quality = 6, with a minimum group size of 5."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..207c4b475c242918dee9a1ac588f05651c22d1c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:08:50.432980Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:08:52.792576Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:09:16.847636Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfda8c515b7fd5e86d8d36e2fe52d99f5283f717 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=total sulfur dioxide, condition_col=quality. +Result preview: [{"fixed acidity": 8.6, "conditional_percentile": 240.0}, {"fixed acidity": 9.2, "conditional_percentile": 235.0}, {"fixed acidity": 7.3, "conditional_percentile": 223.0}, {"fixed acidity": 7.0, "conditional_percentile": 220.0}, {"fixed acidity": 8.3, "conditional_percentile": 213.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..742e73b209cfea028a6b86d04819f70734295c8a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_58231a365781ddad +-- problem_id: v2p_n3_caa4c33ea68e38db +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + CAST("fixed acidity" AS REAL) AS "fixed acidity", + CAST("total sulfur dioxide" AS REAL) AS "total sulfur dioxide" + FROM "n3" + WHERE "quality" = '6' + AND "fixed acidity" IS NOT NULL + AND "total sulfur dioxide" IS NOT NULL +), +"ranked" AS ( + SELECT + "fixed acidity", + "total sulfur dioxide", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY "total sulfur dioxide" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "filtered" +) +SELECT + "fixed acidity", + MIN("total sulfur dioxide") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= "cnt" * 0.9 +GROUP BY "fixed acidity" +HAVING MAX("cnt") >= 5 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3bfcab60fc5c5f95a875816dbe9114c5ae830f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n CAST(\"fixed acidity\" AS REAL) AS \"fixed acidity\",\n CAST(\"total sulfur dioxide\" AS REAL) AS \"total sulfur dioxide\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"fixed acidity\" IS NOT NULL\n AND \"total sulfur dioxide\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"fixed acidity\",\n \"total sulfur dioxide\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY \"total sulfur dioxide\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"fixed acidity\",\n MIN(\"total sulfur dioxide\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= \"cnt\" * 0.9\nGROUP BY \"fixed acidity\"\nHAVING MAX(\"cnt\") >= 5\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n CAST(\\\"fixed acidity\\\" AS REAL) AS \\\"fixed acidity\\\",\\n CAST(\\\"total sulfur dioxide\\\" AS REAL) AS \\\"total sulfur dioxide\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"total sulfur dioxide\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"total sulfur dioxide\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY \\\"total sulfur dioxide\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n MIN(\\\"total sulfur dioxide\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= \\\"cnt\\\" * 0.9\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING MAX(\\\"cnt\\\") >= 5\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"fixed acidity\", \"conditional_percentile\"], \"rows\": [{\"fixed acidity\": 8.6, \"conditional_percentile\": 240.0}, {\"fixed acidity\": 9.2, \"conditional_percentile\": 235.0}, {\"fixed acidity\": 7.3, \"conditional_percentile\": 223.0}, {\"fixed acidity\": 7.0, \"conditional_percentile\": 220.0}, {\"fixed acidity\": 8.3, \"conditional_percentile\": 213.0}, {\"fixed acidity\": 7.9, \"conditional_percentile\": 212.0}, {\"fixed acidity\": 7.1, \"conditional_percentile\": 211.0}, {\"fixed acidity\": 8.2, \"conditional_percentile\": 208.0}, {\"fixed acidity\": 6.4, \"conditional_percentile\": 206.0}, {\"fixed acidity\": 8.1, \"conditional_percentile\": 205.0}, {\"fixed acidity\": 6.2, \"conditional_percentile\": 204.0}, {\"fixed acidity\": 8.0, \"conditional_percentile\": 202.0}, {\"fixed acidity\": 6.5, \"conditional_percentile\": 202.0}, {\"fixed acidity\": 6.3, \"conditional_percentile\": 202.0}, {\"fixed acidity\": 7.6, \"conditional_percentile\": 199.0}, {\"fixed acidity\": 9.0, \"conditional_percentile\": 195.0}, {\"fixed acidity\": 7.8, \"conditional_percentile\": 194.0}, {\"fixed acidity\": 7.4, \"conditional_percentile\": 194.0}, {\"fixed acidity\": 7.2, \"conditional_percentile\": 194.0}, {\"fixed acidity\": 8.4, \"conditional_percentile\": 190.0}, {\"fixed acidity\": 6.8, \"conditional_percentile\": 189.0}, {\"fixed acidity\": 6.9, \"conditional_percentile\": 185.0}, {\"fixed acidity\": 8.8, \"conditional_percentile\": 184.0}, {\"fixed acidity\": 7.7, \"conditional_percentile\": 184.0}, {\"fixed acidity\": 7.5, \"conditional_percentile\": 184.0}, {\"fixed acidity\": 6.6, \"conditional_percentile\": 183.0}, {\"fixed acidity\": 6.7, \"conditional_percentile\": 181.0}, {\"fixed acidity\": 6.1, \"conditional_percentile\": 174.0}, {\"fixed acidity\": 5.7, \"conditional_percentile\": 173.0}, {\"fixed acidity\": 5.8, \"conditional_percentile\": 170.0}, {\"fixed acidity\": 8.5, \"conditional_percentile\": 169.0}, {\"fixed acidity\": 6.0, \"conditional_percentile\": 168.0}, {\"fixed acidity\": 5.9, \"conditional_percentile\": 165.0}, {\"fixed acidity\": 5.5, \"conditional_percentile\": 161.0}, {\"fixed acidity\": 5.0, \"conditional_percentile\": 158.0}, {\"fixed acidity\": 5.1, \"conditional_percentile\": 150.0}, {\"fixed acidity\": 5.4, \"conditional_percentile\": 145.0}, {\"fixed acidity\": 5.3, \"conditional_percentile\": 141.0}, {\"fixed acidity\": 5.6, \"conditional_percentile\": 140.0}, {\"fixed acidity\": 5.2, \"conditional_percentile\": 134.0}], \"row_count_returned\": 40, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d3f48fdc1cb5658913fb8576f6be45fe106a4189 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:08:50.222592+00:00", + "ended_at": "2026-05-04T09:09:17.715015+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_58231a365781ddad", + "problem_id": "v2p_n3_caa4c33ea68e38db", + "dataset_id": "n3", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=total sulfur dioxide, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "total sulfur dioxide", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_58231a365781ddad.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_58231a365781ddad", + "api_calls": 0, + "input_tokens": 22405, + "cached_input_tokens": 20864, + "output_tokens": 984, + "total_tokens": 23389, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2314, + "estimated_output_tokens": 299, + "estimated_total_tokens": 2613, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27452.35, + "sql_execution_elapsed_ms_total": 9.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_58231a365781ddad\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff7262648b9e519c8d3002cf57dd7b62c9b0ef1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:09:17.697552+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 27452.35, "started_at": "2026-05-04T09:08:50.225283+00:00", "ended_at": "2026-05-04T09:09:17.677625+00:00", "prompt_metrics": {"chars": 8198, "bytes_utf8": 8198, "lines": 245, "estimated_tokens": 2314}, "response_metrics": {"chars": 1107, "bytes_utf8": 1107, "lines": 1, "estimated_tokens": 299}, "usage": {"input_tokens": 22405, "cached_input_tokens": 20864, "output_tokens": 984}, "stderr_preview": "2026-05-04T09:08:50.432980Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:08:52.792576Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = \\\"cnt\\\" * 0.9\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING MAX(\\\"cnt\\\") >= 5\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank style 90th percentile appr"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c961faa95939e41fe8bc9b327fbdaf53545b416d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_58231a365781ddad/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_58231a365781ddad", + "api_calls": 0, + "input_tokens": 22405, + "cached_input_tokens": 20864, + "output_tokens": 984, + "total_tokens": 23389, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2314, + "estimated_output_tokens": 299, + "estimated_total_tokens": 2613, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27452.35, + "sql_execution_elapsed_ms_total": 9.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_58231a365781ddad\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5af0c26d9ad861d86db9e179309d48b54b06d71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7753, "bytes_utf8": 7753, "lines": 240, "estimated_tokens": 2217}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22308, "cached_input_tokens": 19840, "output_tokens": 204}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b117bce7afaa304a95ff64a71d7b32188caa6e92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_5954a2084a96428f", + "api_calls": 0, + "input_tokens": 22308, + "cached_input_tokens": 19840, + "output_tokens": 204, + "total_tokens": 22512, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2217, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2324, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13818.22, + "sql_execution_elapsed_ms_total": 13.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_5954a2084a96428f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3f1ba46e7682e502b95631fd32160acd3bf37153 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:06:35.096432+00:00", + "ended_at": "2026-05-04T09:06:48.913787+00:00", + "elapsed_ms": 13818.22, + "prompt_metrics": { + "chars": 7753, + "bytes_utf8": 7753, + "lines": 240, + "estimated_tokens": 2217 + }, + "stdout_metrics": { + "chars": 737, + "bytes_utf8": 737, + "lines": 4, + "estimated_tokens": 212 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13232 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 413, + "bytes_utf8": 413, + "lines": 1, + "estimated_tokens": 107 + }, + "usage": { + "input_tokens": 22308, + "cached_input_tokens": 19840, + "output_tokens": 204 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..98f17f61d226102f2595f7e87579c76a9559762c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=sulphates.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1081a120bc93e1e8b3b1dd6181892f62460fe53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23d-4660-7ac3-b162-f3d34a56e113"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sulphates\\\",\\n AVG(CAST(\\\"sulphates\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col=\\\"sulphates\\\" and measure_col=\\\"sulphates\\\". Casted the TEXT-valued measure to REAL for SQLite-compatible averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22308,"cached_input_tokens":19840,"output_tokens":204}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e565513c5b7fad94d13bec57118a96e9d1222fe7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sulphates\",\n AVG(CAST(\"sulphates\" AS REAL)) OVER (PARTITION BY \"sulphates\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Window Partition Average template with group_col=\"sulphates\" and measure_col=\"sulphates\". Casted the TEXT-valued measure to REAL for SQLite-compatible averaging."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..813833eccdfcb1ad04157790392334f4667115ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:06:35.293337Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:06:37.767702Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:06:48.070399Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..665cb4ef6687a04e475ac36b90a4cf988f8695ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=sulphates. +Result preview: [{"sulphates": "1.08", "avg_measure": 1.08}, {"sulphates": "1.06", "avg_measure": 1.06}, {"sulphates": "1.01", "avg_measure": 1.01}, {"sulphates": "1", "avg_measure": 1.0}, {"sulphates": "0.99", "avg_measure": 0.99}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..69c38ce70cb25272121083836a877f374036ceae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_5954a2084a96428f +-- problem_id: v2p_n3_a05b1f68724bd1e5 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sulphates", + AVG(CAST("sulphates" AS REAL)) OVER (PARTITION BY "sulphates") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4fd1a8db2312539a6dfea2d170dd4c9af71e8b7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sulphates\",\n AVG(CAST(\"sulphates\" AS REAL)) OVER (PARTITION BY \"sulphates\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sulphates\\\",\\n AVG(CAST(\\\"sulphates\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sulphates\", \"avg_measure\"], \"rows\": [{\"sulphates\": \"1.08\", \"avg_measure\": 1.08}, {\"sulphates\": \"1.06\", \"avg_measure\": 1.06}, {\"sulphates\": \"1.01\", \"avg_measure\": 1.01}, {\"sulphates\": \"1\", \"avg_measure\": 1.0}, {\"sulphates\": \"0.99\", \"avg_measure\": 0.99}, {\"sulphates\": \"0.98\", \"avg_measure\": 0.98}, {\"sulphates\": \"0.97\", \"avg_measure\": 0.97}, {\"sulphates\": \"0.96\", \"avg_measure\": 0.96}, {\"sulphates\": \"0.95\", \"avg_measure\": 0.95}, {\"sulphates\": \"0.94\", \"avg_measure\": 0.94}, {\"sulphates\": \"0.92\", \"avg_measure\": 0.92}, {\"sulphates\": \"0.9\", \"avg_measure\": 0.9}, {\"sulphates\": \"0.89\", \"avg_measure\": 0.89}, {\"sulphates\": \"0.88\", \"avg_measure\": 0.88}, {\"sulphates\": \"0.87\", \"avg_measure\": 0.87}, {\"sulphates\": \"0.86\", \"avg_measure\": 0.86}, {\"sulphates\": \"0.85\", \"avg_measure\": 0.85}, {\"sulphates\": \"0.84\", \"avg_measure\": 0.84}, {\"sulphates\": \"0.83\", \"avg_measure\": 0.83}, {\"sulphates\": \"0.82\", \"avg_measure\": 0.8200000000000001}, {\"sulphates\": \"0.81\", \"avg_measure\": 0.8100000000000002}, {\"sulphates\": \"0.8\", \"avg_measure\": 0.8}, {\"sulphates\": \"0.79\", \"avg_measure\": 0.79}, {\"sulphates\": \"0.78\", \"avg_measure\": 0.78}, {\"sulphates\": \"0.77\", \"avg_measure\": 0.77}, {\"sulphates\": \"0.76\", \"avg_measure\": 0.76}, {\"sulphates\": \"0.75\", \"avg_measure\": 0.75}, {\"sulphates\": \"0.74\", \"avg_measure\": 0.74}, {\"sulphates\": \"0.73\", \"avg_measure\": 0.73}, {\"sulphates\": \"0.72\", \"avg_measure\": 0.72}, {\"sulphates\": \"0.71\", \"avg_measure\": 0.71}, {\"sulphates\": \"0.7\", \"avg_measure\": 0.7}, {\"sulphates\": \"0.69\", \"avg_measure\": 0.69}, {\"sulphates\": \"0.68\", \"avg_measure\": 0.68}, {\"sulphates\": \"0.67\", \"avg_measure\": 0.67}, {\"sulphates\": \"0.66\", \"avg_measure\": 0.66}, {\"sulphates\": \"0.65\", \"avg_measure\": 0.65}, {\"sulphates\": \"0.64\", \"avg_measure\": 0.64}, {\"sulphates\": \"0.63\", \"avg_measure\": 0.63}, {\"sulphates\": \"0.62\", \"avg_measure\": 0.62}, {\"sulphates\": \"0.61\", \"avg_measure\": 0.61}, {\"sulphates\": \"0.6\", \"avg_measure\": 0.6}, {\"sulphates\": \"0.59\", \"avg_measure\": 0.59}, {\"sulphates\": \"0.58\", \"avg_measure\": 0.58}, {\"sulphates\": \"0.57\", \"avg_measure\": 0.57}, {\"sulphates\": \"0.56\", \"avg_measure\": 0.56}, {\"sulphates\": \"0.55\", \"avg_measure\": 0.55}, {\"sulphates\": \"0.54\", \"avg_measure\": 0.54}, {\"sulphates\": \"0.53\", \"avg_measure\": 0.53}, {\"sulphates\": \"0.52\", \"avg_measure\": 0.52}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4fc6e7818cff3446addc04a38672a98c7659e657 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:06:35.092916+00:00", + "ended_at": "2026-05-04T09:06:48.965186+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_5954a2084a96428f", + "problem_id": "v2p_n3_a05b1f68724bd1e5", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=sulphates.", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_5954a2084a96428f.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_5954a2084a96428f", + "api_calls": 0, + "input_tokens": 22308, + "cached_input_tokens": 19840, + "output_tokens": 204, + "total_tokens": 22512, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2217, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2324, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13818.22, + "sql_execution_elapsed_ms_total": 13.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_5954a2084a96428f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc8912fd6afef9c99dff3f7911c3013e48e34645 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5954a2084a96428f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:06:48.941551+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13818.22, "started_at": "2026-05-04T09:06:35.096432+00:00", "ended_at": "2026-05-04T09:06:48.913787+00:00", "prompt_metrics": {"chars": 7753, "bytes_utf8": 7753, "lines": 240, "estimated_tokens": 2217}, "response_metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22308, "cached_input_tokens": 19840, "output_tokens": 204}, "stderr_preview": "2026-05-04T09:06:35.293337Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:06:37.767702Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=fixed acidity.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "fixed acidity", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ef56e1d2e558c58b9e41c827a060ccc36a93432 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df253-2226-7d62-b1fb-8b254e8dc3d8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT \\\"fixed acidity\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"fixed acidity\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n3\\\"\\n)\\nSELECT \\\"fixed acidity\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"fixed acidity\\\" and num_tiles=10. Casted the TEXT column to REAL for correct numeric ordering in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22345,"cached_input_tokens":20864,"output_tokens":177}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd578c911676ee80f547ac9668dc51248257220b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT \"fixed acidity\",\n NTILE(10) OVER (ORDER BY CAST(\"fixed acidity\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n3\"\n)\nSELECT \"fixed acidity\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"fixed acidity\" AS REAL) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"fixed acidity\" and num_tiles=10. Casted the TEXT column to REAL for correct numeric ordering in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0bde0394625d03b51a420525c43594b838c42a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:30:27.814921Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:30:30.505886Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:30:38.595997Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd2e77a91133d5cc5ab13180381536af6fe31fa7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=fixed acidity. +Result preview: [{"fixed acidity": "14.2"}, {"fixed acidity": "11.8"}, {"fixed acidity": "10.7"}, {"fixed acidity": "10.7"}, {"fixed acidity": "10.3"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7461d149eb9c4aba8b4b5286b7edb4cfb0b440e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n3_5a19db1ba403bf49 +-- problem_id: v2p_n3_4364dd72ac8a5562 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT "fixed acidity", + NTILE(10) OVER (ORDER BY CAST("fixed acidity" AS REAL) DESC) AS "tail_bucket" + FROM "n3" +) +SELECT "fixed acidity" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("fixed acidity" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4744a91f70b331b6eb17f96dc839395298ee9c53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT \"fixed acidity\",\n NTILE(10) OVER (ORDER BY CAST(\"fixed acidity\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n3\"\n)\nSELECT \"fixed acidity\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"fixed acidity\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT \\\"fixed acidity\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"fixed acidity\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n3\\\"\\n)\\nSELECT \\\"fixed acidity\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL) DESC;\", \"columns\": [\"fixed acidity\"], \"rows\": [{\"fixed acidity\": \"14.2\"}, {\"fixed acidity\": \"11.8\"}, {\"fixed acidity\": \"10.7\"}, {\"fixed acidity\": \"10.7\"}, {\"fixed acidity\": \"10.3\"}, {\"fixed acidity\": \"10.3\"}, {\"fixed acidity\": \"10.2\"}, {\"fixed acidity\": \"10\"}, {\"fixed acidity\": \"10\"}, {\"fixed acidity\": \"10\"}, {\"fixed acidity\": \"9.9\"}, {\"fixed acidity\": \"9.9\"}, {\"fixed acidity\": \"9.8\"}, {\"fixed acidity\": \"9.8\"}, {\"fixed acidity\": \"9.8\"}, {\"fixed acidity\": \"9.8\"}, {\"fixed acidity\": \"9.8\"}, {\"fixed acidity\": \"9.8\"}, {\"fixed acidity\": \"9.8\"}, {\"fixed acidity\": \"9.8\"}, {\"fixed acidity\": \"9.7\"}, {\"fixed acidity\": \"9.7\"}, {\"fixed acidity\": \"9.7\"}, {\"fixed acidity\": \"9.7\"}, {\"fixed acidity\": \"9.6\"}, {\"fixed acidity\": \"9.6\"}, {\"fixed acidity\": \"9.6\"}, {\"fixed acidity\": \"9.6\"}, {\"fixed acidity\": \"9.6\"}, {\"fixed acidity\": \"9.5\"}, {\"fixed acidity\": \"9.5\"}, {\"fixed acidity\": \"9.4\"}, {\"fixed acidity\": \"9.4\"}, {\"fixed acidity\": \"9.4\"}, {\"fixed acidity\": \"9.4\"}, {\"fixed acidity\": \"9.4\"}, {\"fixed acidity\": \"9.4\"}, {\"fixed acidity\": \"9.4\"}, {\"fixed acidity\": \"9.4\"}, {\"fixed acidity\": \"9.4\"}, {\"fixed acidity\": \"9.4\"}, {\"fixed acidity\": \"9.4\"}, {\"fixed acidity\": \"9.3\"}, {\"fixed acidity\": \"9.3\"}, {\"fixed acidity\": \"9.3\"}, {\"fixed acidity\": \"9.2\"}, {\"fixed acidity\": \"9.2\"}, {\"fixed acidity\": \"9.2\"}, {\"fixed acidity\": \"9.2\"}, {\"fixed acidity\": \"9.2\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 16.72}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a6e20692be919eea5575feb577a2d15861a7a43c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:30:27.597484+00:00", + "ended_at": "2026-05-04T09:30:39.219788+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_5a19db1ba403bf49", + "problem_id": "v2p_n3_4364dd72ac8a5562", + "dataset_id": "n3", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=fixed acidity.", + "bindings": { + "measure_col": "fixed acidity", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_5a19db1ba403bf49.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_5a19db1ba403bf49", + "api_calls": 0, + "input_tokens": 22345, + "cached_input_tokens": 20864, + "output_tokens": 177, + "total_tokens": 22522, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2254, + "estimated_output_tokens": 138, + "estimated_total_tokens": 2392, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11551.91, + "sql_execution_elapsed_ms_total": 16.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_5a19db1ba403bf49\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd4e93ca1d9bbefd08caa31d02b97165d1d85c15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5a19db1ba403bf49/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:30:39.192943+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11551.91, "started_at": "2026-05-04T09:30:27.600806+00:00", "ended_at": "2026-05-04T09:30:39.152964+00:00", "prompt_metrics": {"chars": 7848, "bytes_utf8": 7848, "lines": 238, "estimated_tokens": 2254}, "response_metrics": {"chars": 523, "bytes_utf8": 523, "lines": 1, "estimated_tokens": 138}, "usage": {"input_tokens": 22345, "cached_input_tokens": 20864, "output_tokens": 177}, "stderr_preview": "2026-05-04T09:30:27.814921Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:30:30.505886Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=quality, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5261eb4336220bda7f4696bafeafe0667cf4549d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df235-6a7d-7d61-b293-627c81c5a1e5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with both group_col and condition_col bound to \\\"quality\\\", and condition_value bound to '6'. Since \\\"quality\\\" is also the grouping field, the result gives 1.0 for quality='6' groups and 0.0 for other quality groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22350,"cached_input_tokens":19840,"output_tokens":171}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c1aff6c803b3475c4071d39f4cea8ebf7118e71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"quality\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with both group_col and condition_col bound to \"quality\", and condition_value bound to '6'. Since \"quality\" is also the grouping field, the result gives 1.0 for quality='6' groups and 0.0 for other quality groups."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..827a6d48b9bb7a88a814ff802aa276dd0234a1d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:58:00.248564Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:58:02.700412Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:58:15.090754Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..acc29dd551224b7c9b8e85980f5f06e1eb04dc93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=quality, condition_col=quality. +Result preview: [{"quality": "6", "condition_rate": 1.0}, {"quality": "9", "condition_rate": 0.0}, {"quality": "8", "condition_rate": 0.0}, {"quality": "7", "condition_rate": 0.0}, {"quality": "5", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..32c29273e6ca391dccbb568384fdcf05452d4d65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_5c5a2d522d18e5db +-- problem_id: v2p_n3_4b1280fccb447912 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "quality" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5345a1f667da5305c1f43591e2c73277b142854 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"quality\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"quality\", \"condition_rate\"], \"rows\": [{\"quality\": \"6\", \"condition_rate\": 1.0}, {\"quality\": \"9\", \"condition_rate\": 0.0}, {\"quality\": \"8\", \"condition_rate\": 0.0}, {\"quality\": \"7\", \"condition_rate\": 0.0}, {\"quality\": \"5\", \"condition_rate\": 0.0}, {\"quality\": \"4\", \"condition_rate\": 0.0}, {\"quality\": \"3\", \"condition_rate\": 0.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.1}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..27d8638e9a65c1f267e0f226cc43c1f4fc904828 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:58:00.036084+00:00", + "ended_at": "2026-05-04T08:58:16.070534+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_5c5a2d522d18e5db", + "problem_id": "v2p_n3_4b1280fccb447912", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=quality, condition_col=quality.", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_5c5a2d522d18e5db.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_5c5a2d522d18e5db", + "api_calls": 0, + "input_tokens": 22350, + "cached_input_tokens": 19840, + "output_tokens": 171, + "total_tokens": 22521, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2259, + "estimated_output_tokens": 126, + "estimated_total_tokens": 2385, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16001.85, + "sql_execution_elapsed_ms_total": 3.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_5c5a2d522d18e5db\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..36aff5acc68d7313dddd72d8edcbaa70a72af1e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5c5a2d522d18e5db/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:58:16.060641+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16001.85, "started_at": "2026-05-04T08:58:00.039244+00:00", "ended_at": "2026-05-04T08:58:16.038337+00:00", "prompt_metrics": {"chars": 7914, "bytes_utf8": 7914, "lines": 243, "estimated_tokens": 2259}, "response_metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 22350, "cached_input_tokens": 19840, "output_tokens": 171}, "stderr_preview": "2026-05-04T08:58:00.248564Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:58:02.700412Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5f85b0d3be49eac7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5f85b0d3be49eac7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..462db041a3b99dbe0cd85c305ee89b99982918d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5f85b0d3be49eac7/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_5f85b0d3be49eac7\n-- problem_id: v2p_n3_608c50591b3909a0\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"citric acid\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"citric acid\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_5f85b0d3be49eac7\\n-- problem_id: v2p_n3_608c50591b3909a0\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"citric acid\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"citric acid\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"citric acid\", \"support\", \"avg_response\"], \"rows\": [{\"citric acid\": \"0.3\", \"support\": 307, \"avg_response\": 6.867752442996743}, {\"citric acid\": \"0.28\", \"support\": 282, \"avg_response\": 6.784042553191489}, {\"citric acid\": \"0.32\", \"support\": 257, \"avg_response\": 6.784046692607004}, {\"citric acid\": \"0.34\", \"support\": 225, \"avg_response\": 7.017777777777778}, {\"citric acid\": \"0.29\", \"support\": 223, \"avg_response\": 6.7757847533632285}, {\"citric acid\": \"0.26\", \"support\": 219, \"avg_response\": 6.7333333333333325}, {\"citric acid\": \"0.27\", \"support\": 216, \"avg_response\": 6.6819444444444445}, {\"citric acid\": \"0.49\", \"support\": 215, \"avg_response\": 7.488837209302325}, {\"citric acid\": \"0.31\", \"support\": 200, \"avg_response\": 6.912999999999999}, {\"citric acid\": \"0.33\", \"support\": 183, \"avg_response\": 6.860109289617487}, {\"citric acid\": \"0.24\", \"support\": 181, \"avg_response\": 6.648066298342541}, {\"citric acid\": \"0.36\", \"support\": 177, \"avg_response\": 7.080790960451977}, {\"citric acid\": \"0.35\", \"support\": 137, \"avg_response\": 7.033576642335767}, {\"citric acid\": \"0.25\", \"support\": 136, \"avg_response\": 6.547058823529412}, {\"citric acid\": \"0.37\", \"support\": 134, \"avg_response\": 6.976865671641791}, {\"citric acid\": \"0.38\", \"support\": 122, \"avg_response\": 6.945901639344262}, {\"citric acid\": \"0.4\", \"support\": 117, \"avg_response\": 7.05982905982906}, {\"citric acid\": \"0.22\", \"support\": 104, \"avg_response\": 6.487500000000001}, {\"citric acid\": \"0.39\", \"support\": 101, \"avg_response\": 7.070297029702971}, {\"citric acid\": \"0.42\", \"support\": 95, \"avg_response\": 7.131052631578948}, {\"citric acid\": \"0.23\", \"support\": 83, \"avg_response\": 6.657831325301205}, {\"citric acid\": \"0.41\", \"support\": 82, \"avg_response\": 7.067073170731708}, {\"citric acid\": \"0.2\", \"support\": 70, \"avg_response\": 6.417142857142857}, {\"citric acid\": \"0.21\", \"support\": 66, \"avg_response\": 6.46060606060606}, {\"citric acid\": \"0.44\", \"support\": 63, \"avg_response\": 7.0285714285714285}, {\"citric acid\": \"0.46\", \"support\": 51, \"avg_response\": 7.305882352941177}, {\"citric acid\": \"0.18\", \"support\": 49, \"avg_response\": 6.326530612244898}, {\"citric acid\": \"0.19\", \"support\": 48, \"avg_response\": 6.402083333333334}, {\"citric acid\": \"0.45\", \"support\": 46, \"avg_response\": 7.067391304347827}, {\"citric acid\": \"0.74\", \"support\": 41, \"avg_response\": 7.278048780487804}, {\"citric acid\": \"0.48\", \"support\": 39, \"avg_response\": 7.302564102564103}, {\"citric acid\": \"0.47\", \"support\": 38, \"avg_response\": 6.755263157894737}, {\"citric acid\": \"0.43\", \"support\": 37, \"avg_response\": 7.275675675675675}, {\"citric acid\": \"0.5\", \"support\": 35, \"avg_response\": 6.680000000000001}, {\"citric acid\": \"0.16\", \"support\": 33, \"avg_response\": 6.0636363636363635}, {\"citric acid\": \"0.17\", \"support\": 27, \"avg_response\": 6.62962962962963}, {\"citric acid\": \"0.14\", \"support\": 27, \"avg_response\": 6.144444444444445}, {\"citric acid\": \"0.51\", \"support\": 25, \"avg_response\": 6.8839999999999995}, {\"citric acid\": \"0.52\", \"support\": 23, \"avg_response\": 6.765217391304348}, {\"citric acid\": \"0.15\", \"support\": 23, \"avg_response\": 6.156521739130435}, {\"citric acid\": \"0.56\", \"support\": 22, \"avg_response\": 7.336363636363637}, {\"citric acid\": \"0.58\", \"support\": 21, \"avg_response\": 7.042857142857143}, {\"citric acid\": \"0.54\", \"support\": 19, \"avg_response\": 6.984210526315789}, {\"citric acid\": \"0.12\", \"support\": 19, \"avg_response\": 6.2631578947368425}, {\"citric acid\": \"0\", \"support\": 19, \"avg_response\": 5.705263157894737}, {\"citric acid\": \"0.13\", \"support\": 17, \"avg_response\": 6.335294117647059}, {\"citric acid\": \"0.53\", \"support\": 16, \"avg_response\": 7.16875}, {\"citric acid\": \"0.62\", \"support\": 14, \"avg_response\": 7.292857142857143}, {\"citric acid\": \"0.1\", \"support\": 14, \"avg_response\": 6.257142857142857}, {\"citric acid\": \"0.57\", \"support\": 13, \"avg_response\": 6.946153846153846}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.71}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5f85b0d3be49eac7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5f85b0d3be49eac7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..caada360cd9e7849addf41df21568721c001048c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5f85b0d3be49eac7/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.131782+00:00", + "ended_at": "2026-05-04T09:37:05.138966+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_5f85b0d3be49eac7", + "problem_id": "v2p_n3_608c50591b3909a0", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=fixed acidity, key_col=citric acid.", + "bindings": { + "key_col": "citric acid", + "measure_col": "fixed acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_5f85b0d3be49eac7.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5f85b0d3be49eac7/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5f85b0d3be49eac7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_5f85b0d3be49eac7/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3a3a93ceb0f78d74a678cc6d4bb09425e51b208 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7978, "bytes_utf8": 7978, "lines": 243, "estimated_tokens": 2299}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22390, "cached_input_tokens": 19840, "output_tokens": 191}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0554d1b01964be58555d9d6a2344d8b613cd10d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_6148d2eca82dc1e8", + "api_calls": 0, + "input_tokens": 22390, + "cached_input_tokens": 19840, + "output_tokens": 191, + "total_tokens": 22581, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2410, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12373.18, + "sql_execution_elapsed_ms_total": 5.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_6148d2eca82dc1e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..026f3f94f3c1a2071b246d1587555682f552bb10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:02:00.788158+00:00", + "ended_at": "2026-05-04T09:02:13.161563+00:00", + "elapsed_ms": 12373.18, + "prompt_metrics": { + "chars": 7978, + "bytes_utf8": 7978, + "lines": 243, + "estimated_tokens": 2299 + }, + "stdout_metrics": { + "chars": 763, + "bytes_utf8": 763, + "lines": 4, + "estimated_tokens": 225 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13232 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 426, + "bytes_utf8": 426, + "lines": 1, + "estimated_tokens": 111 + }, + "usage": { + "input_tokens": 22390, + "cached_input_tokens": 19840, + "output_tokens": 191 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..137e6c24bf474165e754928bd3639e55e4f4dc7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "7", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1074ff4558115a4961e755c50b6ff4d563b30479 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df239-16f8-7e11-8e3e-4baa57f19349"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '7' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the planned Two-Axis Target Rate Surface template with group_col=\\\"fixed acidity\\\", group_col_2=\\\"quality\\\", and target_col=\\\"quality\\\" using target_value '7'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22390,"cached_input_tokens":19840,"output_tokens":191}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c7fbbc74da1245fa487a6ab3a4e8ffcfb9dcb08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '7' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY target_rate DESC;","notes":"Applied the planned Two-Axis Target Rate Surface template with group_col=\"fixed acidity\", group_col_2=\"quality\", and target_col=\"quality\" using target_value '7'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d87216a76cf79e1dc94c26a334deeb6a3498719d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:02:01.033730Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:02:03.629768Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:02:12.389066Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a45ad0b2503197738a42c8228caa0e828aca9dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality. +Result preview: [{"fixed acidity": "4.2", "quality": "7", "target_rate": 1.0}, {"fixed acidity": "4.4", "quality": "7", "target_rate": 1.0}, {"fixed acidity": "4.7", "quality": "7", "target_rate": 1.0}, {"fixed acidity": "4.8", "quality": "7", "target_rate": 1.0}, {"fixed acidity": "5", "quality": "7", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6a773ec7a1182f2a7b022118fad88d25a03ec757 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_6148d2eca82dc1e8 +-- problem_id: v2p_n3_11e02ba4dbe3a4a7 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '7' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f5a0ca73a0253de2d2611c0e479b733d204ffb28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '7' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '7' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"fixed acidity\", \"quality\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"4.2\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.4\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.7\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.6\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.7\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.8\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.9\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.3\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.4\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.45\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.5\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.6\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.7\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.8\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.1\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.2\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.3\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.4\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.5\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.6\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.7\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.8\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.9\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.1\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.2\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.3\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.4\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.5\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.6\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.7\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.8\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.9\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.2\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"10\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.2\", \"quality\": \"4\", \"target_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.44}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..33ebe1a2a8fbba08aa54cdedcff327a42520800c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:02:00.785139+00:00", + "ended_at": "2026-05-04T09:02:13.194698+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_6148d2eca82dc1e8", + "problem_id": "v2p_n3_11e02ba4dbe3a4a7", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "7", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_6148d2eca82dc1e8.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_6148d2eca82dc1e8", + "api_calls": 0, + "input_tokens": 22390, + "cached_input_tokens": 19840, + "output_tokens": 191, + "total_tokens": 22581, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2410, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12373.18, + "sql_execution_elapsed_ms_total": 5.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_6148d2eca82dc1e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a11d3eb31479f9d831a031f3e368d99f3e2d2bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6148d2eca82dc1e8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:02:13.180584+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12373.18, "started_at": "2026-05-04T09:02:00.788158+00:00", "ended_at": "2026-05-04T09:02:13.161563+00:00", "prompt_metrics": {"chars": 7978, "bytes_utf8": 7978, "lines": 243, "estimated_tokens": 2299}, "response_metrics": {"chars": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22390, "cached_input_tokens": 19840, "output_tokens": 191}, "stderr_preview": "2026-05-04T09:02:01.033730Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:02:03.629768Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=density.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "density", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c69a3df33c4778d23ec8b015cf90ab9067939b6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df247-ac45-77e2-b305-910a0efd902b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"density\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE \\\"sulphates\\\" IS NOT NULL AND \\\"sulphates\\\" <> '' AND \\\"density\\\" IS NOT NULL AND \\\"density\\\" <> ''\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"sulphates\\\" AS REAL);\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"sulphates\\\", measure_col=\\\"density\\\", and min_group_size=5. Cast \\\"density\\\" to REAL for AVG and ordered groups numerically by CAST(\\\"sulphates\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22336,"cached_input_tokens":20864,"output_tokens":342}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f1d516d380470130f1458acc3717388792f898e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sulphates\", AVG(CAST(\"density\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nWHERE \"sulphates\" IS NOT NULL AND \"sulphates\" <> '' AND \"density\" IS NOT NULL AND \"density\" <> ''\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"sulphates\" AS REAL);","notes":"Applied the planned Support-Guarded Group Average template with group_col=\"sulphates\", measure_col=\"density\", and min_group_size=5. Cast \"density\" to REAL for AVG and ordered groups numerically by CAST(\"sulphates\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4821fe15bf13f6224d168a02e8c23a36d00a22a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:17:56.725134Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:17:59.042586Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:18:12.185382Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e2038c1e256ef32c731325ff47a895e023432a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=density. +Result preview: [{"sulphates": "0.27", "avg_measure": 0.9914546153846153, "support": 13}, {"sulphates": "0.28", "avg_measure": 0.9919430769230769, "support": 13}, {"sulphates": "0.29", "avg_measure": 0.993754375, "support": 16}, {"sulphates": "0.3", "avg_measure": 0.9934022580645162, "support": 31}, {"sulphates": "0.31", "avg_measure": 0.9920064285714285, "support": 35}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b8209b41ab56bed80b05f7237d4cd7509f65a249 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_6169035aaf18c282 +-- problem_id: v2p_n3_967f12f23fa266cc +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("density" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +WHERE "sulphates" IS NOT NULL AND "sulphates" <> '' AND "density" IS NOT NULL AND "density" <> '' +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY CAST("sulphates" AS REAL); diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f49f090355ffc6fb46c3d39705fd4fbec91344f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sulphates\", AVG(CAST(\"density\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nWHERE \"sulphates\" IS NOT NULL AND \"sulphates\" <> '' AND \"density\" IS NOT NULL AND \"density\" <> ''\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"sulphates\" AS REAL);", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"density\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE \\\"sulphates\\\" IS NOT NULL AND \\\"sulphates\\\" <> '' AND \\\"density\\\" IS NOT NULL AND \\\"density\\\" <> ''\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"sulphates\\\" AS REAL);\", \"columns\": [\"sulphates\", \"avg_measure\", \"support\"], \"rows\": [{\"sulphates\": \"0.27\", \"avg_measure\": 0.9914546153846153, \"support\": 13}, {\"sulphates\": \"0.28\", \"avg_measure\": 0.9919430769230769, \"support\": 13}, {\"sulphates\": \"0.29\", \"avg_measure\": 0.993754375, \"support\": 16}, {\"sulphates\": \"0.3\", \"avg_measure\": 0.9934022580645162, \"support\": 31}, {\"sulphates\": \"0.31\", \"avg_measure\": 0.9920064285714285, \"support\": 35}, {\"sulphates\": \"0.32\", \"avg_measure\": 0.9922951851851851, \"support\": 54}, {\"sulphates\": \"0.33\", \"avg_measure\": 0.9923649152542372, \"support\": 59}, {\"sulphates\": \"0.34\", \"avg_measure\": 0.9929376190476191, \"support\": 84}, {\"sulphates\": \"0.35\", \"avg_measure\": 0.9936574117647059, \"support\": 85}, {\"sulphates\": \"0.36\", \"avg_measure\": 0.9934091666666667, \"support\": 120}, {\"sulphates\": \"0.37\", \"avg_measure\": 0.9932306201550387, \"support\": 129}, {\"sulphates\": \"0.38\", \"avg_measure\": 0.993798785046729, \"support\": 214}, {\"sulphates\": \"0.39\", \"avg_measure\": 0.9934081456953642, \"support\": 151}, {\"sulphates\": \"0.4\", \"avg_measure\": 0.9932621428571429, \"support\": 168}, {\"sulphates\": \"0.41\", \"avg_measure\": 0.9940701079136691, \"support\": 139}, {\"sulphates\": \"0.42\", \"avg_measure\": 0.9937925966850829, \"support\": 181}, {\"sulphates\": \"0.43\", \"avg_measure\": 0.9940754037267081, \"support\": 161}, {\"sulphates\": \"0.44\", \"avg_measure\": 0.9943619907407407, \"support\": 216}, {\"sulphates\": \"0.45\", \"avg_measure\": 0.9943994943820225, \"support\": 178}, {\"sulphates\": \"0.46\", \"avg_measure\": 0.9946836444444445, \"support\": 225}, {\"sulphates\": \"0.47\", \"avg_measure\": 0.9943066279069767, \"support\": 172}, {\"sulphates\": \"0.48\", \"avg_measure\": 0.9942939944134078, \"support\": 179}, {\"sulphates\": \"0.49\", \"avg_measure\": 0.9948456626506025, \"support\": 166}, {\"sulphates\": \"0.5\", \"avg_measure\": 0.995031124497992, \"support\": 249}, {\"sulphates\": \"0.51\", \"avg_measure\": 0.9945918571428572, \"support\": 140}, {\"sulphates\": \"0.52\", \"avg_measure\": 0.9942394871794872, \"support\": 156}, {\"sulphates\": \"0.53\", \"avg_measure\": 0.9944318518518519, \"support\": 135}, {\"sulphates\": \"0.54\", \"avg_measure\": 0.9942120958083833, \"support\": 167}, {\"sulphates\": \"0.55\", \"avg_measure\": 0.9939841176470589, \"support\": 102}, {\"sulphates\": \"0.56\", \"avg_measure\": 0.9940747222222223, \"support\": 108}, {\"sulphates\": \"0.57\", \"avg_measure\": 0.9942562650602409, \"support\": 83}, {\"sulphates\": \"0.58\", \"avg_measure\": 0.9941251515151516, \"support\": 99}, {\"sulphates\": \"0.59\", \"avg_measure\": 0.9938748453608248, \"support\": 97}, {\"sulphates\": \"0.6\", \"avg_measure\": 0.9939188068181818, \"support\": 88}, {\"sulphates\": \"0.61\", \"avg_measure\": 0.9946485555555556, \"support\": 45}, {\"sulphates\": \"0.62\", \"avg_measure\": 0.9936592647058824, \"support\": 68}, {\"sulphates\": \"0.63\", \"avg_measure\": 0.9938893750000001, \"support\": 48}, {\"sulphates\": \"0.64\", \"avg_measure\": 0.993955223880597, \"support\": 67}, {\"sulphates\": \"0.65\", \"avg_measure\": 0.9928510714285714, \"support\": 28}, {\"sulphates\": \"0.66\", \"avg_measure\": 0.9937852777777777, \"support\": 36}, {\"sulphates\": \"0.67\", \"avg_measure\": 0.9953062857142858, \"support\": 35}, {\"sulphates\": \"0.68\", \"avg_measure\": 0.9938720454545454, \"support\": 44}, {\"sulphates\": \"0.69\", \"avg_measure\": 0.9959651666666667, \"support\": 30}, {\"sulphates\": \"0.7\", \"avg_measure\": 0.9934003703703703, \"support\": 27}, {\"sulphates\": \"0.71\", \"avg_measure\": 0.9936616666666667, \"support\": 18}, {\"sulphates\": \"0.72\", \"avg_measure\": 0.9935860606060606, \"support\": 33}, {\"sulphates\": \"0.73\", \"avg_measure\": 0.9922, \"support\": 12}, {\"sulphates\": \"0.74\", \"avg_measure\": 0.9930510526315789, \"support\": 19}, {\"sulphates\": \"0.75\", \"avg_measure\": 0.9952486363636364, \"support\": 22}, {\"sulphates\": \"0.76\", \"avg_measure\": 0.9946747368421053, \"support\": 19}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 9.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6707ba01ccc2bf636f3dacc94bfe3ae882aa76c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:17:56.552724+00:00", + "ended_at": "2026-05-04T09:18:13.221398+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_6169035aaf18c282", + "problem_id": "v2p_n3_967f12f23fa266cc", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=density.", + "bindings": { + "group_col": "sulphates", + "measure_col": "density", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_6169035aaf18c282.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_6169035aaf18c282", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 342, + "total_tokens": 22678, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 169, + "estimated_total_tokens": 2416, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16589.67, + "sql_execution_elapsed_ms_total": 9.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_6169035aaf18c282\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee8ea88de452d6b127a36f58162e2e8a9aa1cf41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:18:13.196475+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16589.67, "started_at": "2026-05-04T09:17:56.555272+00:00", "ended_at": "2026-05-04T09:18:13.143877+00:00", "prompt_metrics": {"chars": 7814, "bytes_utf8": 7814, "lines": 240, "estimated_tokens": 2247}, "response_metrics": {"chars": 594, "bytes_utf8": 594, "lines": 1, "estimated_tokens": 169}, "usage": {"input_tokens": 22336, "cached_input_tokens": 20864, "output_tokens": 342}, "stderr_preview": "2026-05-04T09:17:56.725134Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:17:59.042586Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n '' AND \\\"density\\\" IS NOT NULL AND \\\"density\\\" <> ''\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"sulphates\\\" AS REAL);\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"sulphates\\\", measure_col=\\\"density\\\", and min_group_size=5. Cast \\\"density\\\" to REAL for AVG and ordered groups numerically by CAST(\\\"sulphates\\\" AS REAL).\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4a9aba65921ffc91164df3202c566dc1eba0af80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6169035aaf18c282/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_6169035aaf18c282", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 342, + "total_tokens": 22678, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 169, + "estimated_total_tokens": 2416, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16589.67, + "sql_execution_elapsed_ms_total": 9.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_6169035aaf18c282\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_61fd05ac797c80af/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_61fd05ac797c80af/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d0190199c85eeafc7eb2349afc6524af5da8c07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_61fd05ac797c80af/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"chlorides": "0.044", "support": 201, "avg_response": 0.2683582089552239}, {"chlorides": "0.036", "support": 200, "avg_response": 0.28275}, {"chlorides": "0.042", "support": 184, "avg_response": 0.2721195652173913}, {"chlorides": "0.04", "support": 182, "avg_response": 0.27}, {"chlorides": "0.046", "support": 181, "avg_response": 0.27392265193370163}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_61fd05ac797c80af/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_61fd05ac797c80af/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..87c949fa852f64c9bb06f1794021a50698b551f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_61fd05ac797c80af/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_61fd05ac797c80af +-- problem_id: v2p_n3_343536d254130ab2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "chlorides", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "chlorides" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_61fd05ac797c80af/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_61fd05ac797c80af/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2474f92532df79a0a6421d64e6ebf44c84e73963 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_61fd05ac797c80af/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_61fd05ac797c80af\n-- problem_id: v2p_n3_343536d254130ab2\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"chlorides\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"chlorides\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_61fd05ac797c80af\\n-- problem_id: v2p_n3_343536d254130ab2\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"chlorides\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"chlorides\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"chlorides\", \"support\", \"avg_response\"], \"rows\": [{\"chlorides\": \"0.044\", \"support\": 201, \"avg_response\": 0.2683582089552239}, {\"chlorides\": \"0.036\", \"support\": 200, \"avg_response\": 0.28275}, {\"chlorides\": \"0.042\", \"support\": 184, \"avg_response\": 0.2721195652173913}, {\"chlorides\": \"0.04\", \"support\": 182, \"avg_response\": 0.27}, {\"chlorides\": \"0.046\", \"support\": 181, \"avg_response\": 0.27392265193370163}, {\"chlorides\": \"0.048\", \"support\": 174, \"avg_response\": 0.28781609195402297}, {\"chlorides\": \"0.047\", \"support\": 171, \"avg_response\": 0.25339181286549706}, {\"chlorides\": \"0.05\", \"support\": 170, \"avg_response\": 0.26523529411764707}, {\"chlorides\": \"0.045\", \"support\": 170, \"avg_response\": 0.2636764705882353}, {\"chlorides\": \"0.034\", \"support\": 168, \"avg_response\": 0.2866369047619048}, {\"chlorides\": \"0.038\", \"support\": 167, \"avg_response\": 0.2725449101796407}, {\"chlorides\": \"0.037\", \"support\": 160, \"avg_response\": 0.2740625}, {\"chlorides\": \"0.039\", \"support\": 157, \"avg_response\": 0.2561783439490446}, {\"chlorides\": \"0.041\", \"support\": 147, \"avg_response\": 0.2676530612244898}, {\"chlorides\": \"0.043\", \"support\": 141, \"avg_response\": 0.26585106382978724}, {\"chlorides\": \"0.049\", \"support\": 133, \"avg_response\": 0.2797368421052632}, {\"chlorides\": \"0.035\", \"support\": 130, \"avg_response\": 0.273}, {\"chlorides\": \"0.053\", \"support\": 130, \"avg_response\": 0.26834615384615385}, {\"chlorides\": \"0.033\", \"support\": 119, \"avg_response\": 0.30327731092436977}, {\"chlorides\": \"0.051\", \"support\": 115, \"avg_response\": 0.2746521739130435}, {\"chlorides\": \"0.032\", \"support\": 109, \"avg_response\": 0.3009174311926605}, {\"chlorides\": \"0.03\", \"support\": 108, \"avg_response\": 0.2978240740740741}, {\"chlorides\": \"0.031\", \"support\": 107, \"avg_response\": 0.28841121495327104}, {\"chlorides\": \"0.052\", \"support\": 104, \"avg_response\": 0.27774038461538464}, {\"chlorides\": \"0.054\", \"support\": 99, \"avg_response\": 0.27585858585858586}, {\"chlorides\": \"0.056\", \"support\": 88, \"avg_response\": 0.2751136363636364}, {\"chlorides\": \"0.028\", \"support\": 85, \"avg_response\": 0.2524705882352941}, {\"chlorides\": \"0.029\", \"support\": 81, \"avg_response\": 0.29012345679012347}, {\"chlorides\": \"0.057\", \"support\": 68, \"avg_response\": 0.26191176470588234}, {\"chlorides\": \"0.055\", \"support\": 61, \"avg_response\": 0.2528688524590164}, {\"chlorides\": \"0.027\", \"support\": 58, \"avg_response\": 0.28043103448275863}, {\"chlorides\": \"0.026\", \"support\": 54, \"avg_response\": 0.28500000000000003}, {\"chlorides\": \"0.058\", \"support\": 53, \"avg_response\": 0.2679245283018868}, {\"chlorides\": \"0.06\", \"support\": 46, \"avg_response\": 0.30934782608695655}, {\"chlorides\": \"0.059\", \"support\": 36, \"avg_response\": 0.29291666666666666}, {\"chlorides\": \"0.024\", \"support\": 34, \"avg_response\": 0.3}, {\"chlorides\": \"0.025\", \"support\": 30, \"avg_response\": 0.2743333333333334}, {\"chlorides\": \"0.062\", \"support\": 25, \"avg_response\": 0.2564}, {\"chlorides\": \"0.063\", \"support\": 23, \"avg_response\": 0.29869565217391303}, {\"chlorides\": \"0.023\", \"support\": 20, \"avg_response\": 0.24900000000000003}, {\"chlorides\": \"0.021\", \"support\": 19, \"avg_response\": 0.2984210526315789}, {\"chlorides\": \"0.061\", \"support\": 19, \"avg_response\": 0.2981578947368421}, {\"chlorides\": \"0.022\", \"support\": 19, \"avg_response\": 0.2657894736842105}, {\"chlorides\": \"0.069\", \"support\": 18, \"avg_response\": 0.3416666666666667}, {\"chlorides\": \"0.066\", \"support\": 18, \"avg_response\": 0.3361111111111111}, {\"chlorides\": \"0.067\", \"support\": 18, \"avg_response\": 0.30333333333333334}, {\"chlorides\": \"0.02\", \"support\": 16, \"avg_response\": 0.34}, {\"chlorides\": \"0.064\", \"support\": 15, \"avg_response\": 0.23866666666666667}, {\"chlorides\": \"0.018\", \"support\": 10, \"avg_response\": 0.248}, {\"chlorides\": \"0.076\", \"support\": 9, \"avg_response\": 0.28111111111111114}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_61fd05ac797c80af/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_61fd05ac797c80af/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..47ebdbfc45ee43bd086f09331ce36e7807e422b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_61fd05ac797c80af/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.200564+00:00", + "ended_at": "2026-05-04T09:37:05.208004+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_61fd05ac797c80af", + "problem_id": "v2p_n3_343536d254130ab2", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=volatile acidity, key_col=chlorides.", + "bindings": { + "key_col": "chlorides", + "measure_col": "volatile acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=14", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 14, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_61fd05ac797c80af.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_61fd05ac797c80af/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_61fd05ac797c80af/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_61fd05ac797c80af/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..197495073adf478bce8f35a1c3035e90e4bb92b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7968, "bytes_utf8": 7968, "lines": 243, "estimated_tokens": 2303}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 474, "bytes_utf8": 474, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 22394, "cached_input_tokens": 20864, "output_tokens": 143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4c4754c8d6fa013f9498ece8cb5831106de3746d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_6260160142fcc9b1", + "api_calls": 0, + "input_tokens": 22394, + "cached_input_tokens": 20864, + "output_tokens": 143, + "total_tokens": 22537, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2303, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2430, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13028.77, + "sql_execution_elapsed_ms_total": 5.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_6260160142fcc9b1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8114edd6b0706c7ad1db5fb39791bbf1306db882 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:02:27.586812+00:00", + "ended_at": "2026-05-04T09:02:40.616049+00:00", + "elapsed_ms": 13028.77, + "prompt_metrics": { + "chars": 7968, + "bytes_utf8": 7968, + "lines": 243, + "estimated_tokens": 2303 + }, + "stdout_metrics": { + "chars": 811, + "bytes_utf8": 811, + "lines": 4, + "estimated_tokens": 240 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13246 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 474, + "bytes_utf8": 474, + "lines": 1, + "estimated_tokens": 127 + }, + "usage": { + "input_tokens": 22394, + "cached_input_tokens": 20864, + "output_tokens": 143 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88f9f4b6a2aa86223dc698447f66286e3117f6ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sulphates, group_col_2=quality, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "8", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..20580961411ee5d70340fc7fc566f5bdb9c14000 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df239-7f90-7480-8146-02a2c21ced1d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sulphates\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '8' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the planned Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"sulphates\\\", group_col_2=\\\"quality\\\", target_col=\\\"quality\\\", target_value='8'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22394,"cached_input_tokens":20864,"output_tokens":143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44c567ac6b4ccb357eb0737ec83cd7195376f948 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sulphates\", \"quality\",\n AVG(CASE WHEN \"quality\" = '8' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY target_rate DESC;","notes":"Used the planned Two-Axis Target Rate Surface template with fixed bindings: group_col=\"sulphates\", group_col_2=\"quality\", target_col=\"quality\", target_value='8'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d16c1ec689234cd07d3da55a2b842b335e2a7be2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:02:27.798599Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:02:30.099638Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:02:39.536353Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..213cfbecebc3bef10b51fb935a8bd6ac37e2d4e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sulphates, group_col_2=quality, target_col=quality. +Result preview: [{"sulphates": "0.25", "quality": "8", "target_rate": 1.0}, {"sulphates": "0.26", "quality": "8", "target_rate": 1.0}, {"sulphates": "0.27", "quality": "8", "target_rate": 1.0}, {"sulphates": "0.3", "quality": "8", "target_rate": 1.0}, {"sulphates": "0.31", "quality": "8", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9bb9a2fe58cb0b910c8d81a8dbec0c1a1765320a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_6260160142fcc9b1 +-- problem_id: v2p_n3_6f0d52af169dba8f +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", + AVG(CASE WHEN "quality" = '8' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ecec70f92ca3c10a85a40f639480a10b757b7ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sulphates\", \"quality\",\n AVG(CASE WHEN \"quality\" = '8' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sulphates\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '8' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sulphates\", \"quality\", \"target_rate\"], \"rows\": [{\"sulphates\": \"0.25\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.26\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.27\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.3\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.31\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.32\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.33\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.34\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.35\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.36\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.37\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.38\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.39\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.4\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.41\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.42\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.43\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.44\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.45\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.46\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.47\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.48\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.49\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.5\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.51\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.53\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.54\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.55\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.56\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.57\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.58\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.59\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.6\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.62\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.63\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.64\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.65\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.69\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.71\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.75\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.76\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.77\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.78\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.79\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.82\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.84\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.9\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.94\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.95\", \"quality\": \"8\", \"target_rate\": 1.0}, {\"sulphates\": \"0.22\", \"quality\": \"7\", \"target_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.15}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a656d7a347d0f6df58f4efc11584be0dedc50915 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:02:27.584416+00:00", + "ended_at": "2026-05-04T09:02:40.665374+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_6260160142fcc9b1", + "problem_id": "v2p_n3_6f0d52af169dba8f", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sulphates, group_col_2=quality, target_col=quality.", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "8", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_6260160142fcc9b1.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_6260160142fcc9b1", + "api_calls": 0, + "input_tokens": 22394, + "cached_input_tokens": 20864, + "output_tokens": 143, + "total_tokens": 22537, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2303, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2430, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13028.77, + "sql_execution_elapsed_ms_total": 5.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_6260160142fcc9b1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c589aadc99af9494fd6fbf46574b05faac7bdd58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6260160142fcc9b1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:02:40.652024+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13028.77, "started_at": "2026-05-04T09:02:27.586812+00:00", "ended_at": "2026-05-04T09:02:40.616049+00:00", "prompt_metrics": {"chars": 7968, "bytes_utf8": 7968, "lines": 243, "estimated_tokens": 2303}, "response_metrics": {"chars": 474, "bytes_utf8": 474, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 22394, "cached_input_tokens": 20864, "output_tokens": 143}, "stderr_preview": "2026-05-04T09:02:27.798599Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:02:30.099638Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=density.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "quality", + "measure_col": "density", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f9cf672875ca83c3d43bca2c60c4516840fede4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df243-f9d1-7703-9cbd-8c6788b96f49"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"quality\\\", AVG(CAST(\\\"density\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"quality\\\" and measure_col bound to \\\"density\\\". CAST(\\\"density\\\" AS REAL) ensures SQLite computes a numeric average because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22289,"cached_input_tokens":20864,"output_tokens":141}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd27e5897056da0b66e3f475a95686fcc5b67f33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"quality\", AVG(CAST(\"density\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"quality\" and measure_col bound to \"density\". CAST(\"density\" AS REAL) ensures SQLite computes a numeric average because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17407130f09b2af2fd789edb4a19b9e6f258e901 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:13:54.489577Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:13:57.032370Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:14:04.385447Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf21cb192fbb9718ab5bff8a809fe0ea4c8b95d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=density. +Result preview: [{"quality": "5", "avg_measure": 0.9952625703500343}, {"quality": "3", "avg_measure": 0.9948840000000001}, {"quality": "4", "avg_measure": 0.9942766871165645}, {"quality": "6", "avg_measure": 0.9939613489535942}, {"quality": "7", "avg_measure": 0.9924523977272728}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..da07cf2c1c3f6ec84f106692abfbad9f8d2714fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_62f7b7c99204df76 +-- problem_id: v2p_n3_b673c124015fe8d9 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("density" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "quality" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ab5d7f1ce341ec476417f30a767201e954b7251 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"quality\", AVG(CAST(\"density\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"quality\\\", AVG(CAST(\\\"density\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"quality\", \"avg_measure\"], \"rows\": [{\"quality\": \"5\", \"avg_measure\": 0.9952625703500343}, {\"quality\": \"3\", \"avg_measure\": 0.9948840000000001}, {\"quality\": \"4\", \"avg_measure\": 0.9942766871165645}, {\"quality\": \"6\", \"avg_measure\": 0.9939613489535942}, {\"quality\": \"7\", \"avg_measure\": 0.9924523977272728}, {\"quality\": \"8\", \"avg_measure\": 0.9922359428571429}, {\"quality\": \"9\", \"avg_measure\": 0.99146}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.06}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..03fbcccae73fb1c8d944682e91950495abe885e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:13:54.219350+00:00", + "ended_at": "2026-05-04T09:14:05.337220+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_62f7b7c99204df76", + "problem_id": "v2p_n3_b673c124015fe8d9", + "dataset_id": "n3", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=density.", + "bindings": { + "group_col": "quality", + "measure_col": "density", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_62f7b7c99204df76.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_62f7b7c99204df76", + "api_calls": 0, + "input_tokens": 22289, + "cached_input_tokens": 20864, + "output_tokens": 141, + "total_tokens": 22430, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2198, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2297, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11073.78, + "sql_execution_elapsed_ms_total": 6.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_62f7b7c99204df76\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef8d8d06f7ecd89c17279beb5711ab5afc1cffff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_62f7b7c99204df76/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:14:05.321286+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11073.78, "started_at": "2026-05-04T09:13:54.222253+00:00", "ended_at": "2026-05-04T09:14:05.295996+00:00", "prompt_metrics": {"chars": 7674, "bytes_utf8": 7674, "lines": 240, "estimated_tokens": 2198}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22289, "cached_input_tokens": 20864, "output_tokens": 141}, "stderr_preview": "2026-05-04T09:13:54.489577Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:13:57.032370Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=sulphates.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "sulphates", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cb93de1d701587d8899442fe7b15f94c5a9290e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df248-808c-7c53-ae56-ae13e4814809"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"sulphates\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL);\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"sulphates\\\". Casted \\\"sulphates\\\" to REAL for AVG and casted \\\"fixed acidity\\\" to REAL in ORDER BY because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22337,"cached_input_tokens":20864,"output_tokens":166}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..43e091b70bfe5b0b5a2595a76d6ab660543624b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"fixed acidity\", AVG(CAST(\"sulphates\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"fixed acidity\" AS REAL);","notes":"Used the provided Support-Guarded Group Average template with group_col=\"fixed acidity\" and measure_col=\"sulphates\". Casted \"sulphates\" to REAL for AVG and casted \"fixed acidity\" to REAL in ORDER BY because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6c5d089c9183e20b79fc3786ab7c4e7d10cf408 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:18:51.070757Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:18:53.394906Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:19:01.744870Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f307f15dac2af6543412819d544bbef7eeacdb85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=sulphates. +Result preview: [{"fixed acidity": "4.8", "avg_measure": 0.4511111111111112, "support": 9}, {"fixed acidity": "4.9", "avg_measure": 0.45142857142857146, "support": 7}, {"fixed acidity": "5", "avg_measure": 0.4795833333333333, "support": 24}, {"fixed acidity": "5.1", "avg_measure": 0.43913043478260866, "support": 23}, {"fixed acidity": "5.2", "avg_measure": 0.47964285714285715, "support": 28}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1fa00375f46a31f073bc15095cbfc240ebc3a8c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_63736dbb5b7d8654 +-- problem_id: v2p_n3_e3b1b1d43f6cf1d9 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("sulphates" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY CAST("fixed acidity" AS REAL); diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3a795775de3e5e529cc67dc2f1ed4c7d718ee50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"fixed acidity\", AVG(CAST(\"sulphates\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"fixed acidity\" AS REAL);", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"sulphates\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL);\", \"columns\": [\"fixed acidity\", \"avg_measure\", \"support\"], \"rows\": [{\"fixed acidity\": \"4.8\", \"avg_measure\": 0.4511111111111112, \"support\": 9}, {\"fixed acidity\": \"4.9\", \"avg_measure\": 0.45142857142857146, \"support\": 7}, {\"fixed acidity\": \"5\", \"avg_measure\": 0.4795833333333333, \"support\": 24}, {\"fixed acidity\": \"5.1\", \"avg_measure\": 0.43913043478260866, \"support\": 23}, {\"fixed acidity\": \"5.2\", \"avg_measure\": 0.47964285714285715, \"support\": 28}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 0.4885185185185185, \"support\": 27}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 0.5396428571428571, \"support\": 28}, {\"fixed acidity\": \"5.5\", \"avg_measure\": 0.4719354838709678, \"support\": 31}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 0.46760563380281694, \"support\": 71}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 0.49477272727272725, \"support\": 88}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 0.4890909090909091, \"support\": 121}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 0.47883495145631066, \"support\": 103}, {\"fixed acidity\": \"6\", \"avg_measure\": 0.4876630434782609, \"support\": 184}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 0.4927741935483871, \"support\": 155}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 0.5010416666666667, \"support\": 192}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 0.4879787234042553, \"support\": 188}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 0.49257142857142855, \"support\": 280}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 0.5013777777777778, \"support\": 225}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 0.4982068965517241, \"support\": 290}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 0.4832627118644068, \"support\": 236}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 0.5013636363636363, \"support\": 308}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 0.4994605809128631, \"support\": 241}, {\"fixed acidity\": \"7\", \"avg_measure\": 0.4756896551724138, \"support\": 232}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 0.50025, \"support\": 200}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 0.4912621359223301, \"support\": 206}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 0.4805056179775281, \"support\": 178}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 0.4892783505154639, \"support\": 194}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 0.4843089430894309, \"support\": 123}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 0.48228758169934643, \"support\": 153}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 0.5037634408602151, \"support\": 93}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 0.48655913978494625, \"support\": 93}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 0.495945945945946, \"support\": 74}, {\"fixed acidity\": \"8\", \"avg_measure\": 0.48587499999999995, \"support\": 80}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 0.4994642857142857, \"support\": 56}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 0.45803571428571427, \"support\": 56}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 0.4988461538461539, \"support\": 52}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 0.4968571428571429, \"support\": 35}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 0.438125, \"support\": 32}, {\"fixed acidity\": \"8.6\", \"avg_measure\": 0.4596, \"support\": 25}, {\"fixed acidity\": \"8.7\", \"avg_measure\": 0.538, \"support\": 15}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 0.5183333333333333, \"support\": 18}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 0.411875, \"support\": 16}, {\"fixed acidity\": \"9\", \"avg_measure\": 0.4123529411764706, \"support\": 17}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 0.47833333333333333, \"support\": 6}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 0.43666666666666665, \"support\": 21}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 0.46181818181818185, \"support\": 11}, {\"fixed acidity\": \"9.8\", \"avg_measure\": 0.4475, \"support\": 8}], \"row_count_returned\": 47, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.27}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f526cbb28e1cbbf0233141ccf7153a70c0c0d55b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:18:50.879587+00:00", + "ended_at": "2026-05-04T09:19:02.355478+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_63736dbb5b7d8654", + "problem_id": "v2p_n3_e3b1b1d43f6cf1d9", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=sulphates.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "sulphates", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_63736dbb5b7d8654.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_63736dbb5b7d8654", + "api_calls": 0, + "input_tokens": 22337, + "cached_input_tokens": 20864, + "output_tokens": 166, + "total_tokens": 22503, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2248, + "estimated_output_tokens": 137, + "estimated_total_tokens": 2385, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11440.07, + "sql_execution_elapsed_ms_total": 5.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_63736dbb5b7d8654\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b4615a7f74c186021b6518aa7bdd0b5329921bff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:19:02.341666+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11440.07, "started_at": "2026-05-04T09:18:50.881841+00:00", "ended_at": "2026-05-04T09:19:02.322248+00:00", "prompt_metrics": {"chars": 7824, "bytes_utf8": 7824, "lines": 240, "estimated_tokens": 2248}, "response_metrics": {"chars": 526, "bytes_utf8": 526, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 22337, "cached_input_tokens": 20864, "output_tokens": 166}, "stderr_preview": "2026-05-04T09:18:51.070757Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:18:53.394906Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL);\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"sulphates\\\". Casted \\\"sulphates\\\" to REAL for AVG and casted \\\"fixed acidity\\\" to REAL in ORDER BY because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4834dbee6e0111dd7763bfb0f065679545918ca6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63736dbb5b7d8654/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_63736dbb5b7d8654", + "api_calls": 0, + "input_tokens": 22337, + "cached_input_tokens": 20864, + "output_tokens": 166, + "total_tokens": 22503, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2248, + "estimated_output_tokens": 137, + "estimated_total_tokens": 2385, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11440.07, + "sql_execution_elapsed_ms_total": 5.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_63736dbb5b7d8654\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_639da68b2f24b136/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_639da68b2f24b136/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c4873a443c8a13e63801b12523f1642a4cf98ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_639da68b2f24b136/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"free sulfur dioxide": "29", "support": 160, "avg_response": 6.1615625000000005}, {"free sulfur dioxide": "31", "support": 132, "avg_response": 5.573863636363637}, {"free sulfur dioxide": "35", "support": 129, "avg_response": 6.502325581395349}, {"free sulfur dioxide": "26", "support": 129, "avg_response": 5.696899224806201}, {"free sulfur dioxide": "34", "support": 128, "avg_response": 5.43671875}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_639da68b2f24b136/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_639da68b2f24b136/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0eae8a4e209ea5d8e440a90f93a05456ad8c3220 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_639da68b2f24b136/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_639da68b2f24b136 +-- problem_id: v2p_n3_0345d2ef254287d0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "free sulfur dioxide", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "free sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_639da68b2f24b136/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_639da68b2f24b136/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f4f99c1381d09149d3959cbc5aa9968690bc4d80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_639da68b2f24b136/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_639da68b2f24b136\n-- problem_id: v2p_n3_0345d2ef254287d0\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"free sulfur dioxide\",\n COUNT(*) AS support,\n AVG(\"residual sugar\") AS avg_response\nFROM \"n3\"\nGROUP BY \"free sulfur dioxide\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_639da68b2f24b136\\n-- problem_id: v2p_n3_0345d2ef254287d0\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"free sulfur dioxide\\\",\\n COUNT(*) AS support,\\n AVG(\\\"residual sugar\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"free sulfur dioxide\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"free sulfur dioxide\", \"support\", \"avg_response\"], \"rows\": [{\"free sulfur dioxide\": \"29\", \"support\": 160, \"avg_response\": 6.1615625000000005}, {\"free sulfur dioxide\": \"31\", \"support\": 132, \"avg_response\": 5.573863636363637}, {\"free sulfur dioxide\": \"35\", \"support\": 129, \"avg_response\": 6.502325581395349}, {\"free sulfur dioxide\": \"26\", \"support\": 129, \"avg_response\": 5.696899224806201}, {\"free sulfur dioxide\": \"34\", \"support\": 128, \"avg_response\": 5.43671875}, {\"free sulfur dioxide\": \"36\", \"support\": 127, \"avg_response\": 6.04763779527559}, {\"free sulfur dioxide\": \"24\", \"support\": 118, \"avg_response\": 4.325}, {\"free sulfur dioxide\": \"33\", \"support\": 112, \"avg_response\": 7.033035714285715}, {\"free sulfur dioxide\": \"28\", \"support\": 112, \"avg_response\": 5.573214285714286}, {\"free sulfur dioxide\": \"37\", \"support\": 111, \"avg_response\": 7.386936936936937}, {\"free sulfur dioxide\": \"25\", \"support\": 111, \"avg_response\": 5.421171171171171}, {\"free sulfur dioxide\": \"23\", \"support\": 110, \"avg_response\": 4.793636363636363}, {\"free sulfur dioxide\": \"32\", \"support\": 109, \"avg_response\": 6.679816513761468}, {\"free sulfur dioxide\": \"41\", \"support\": 104, \"avg_response\": 7.255288461538461}, {\"free sulfur dioxide\": \"40\", \"support\": 103, \"avg_response\": 5.2349514563106805}, {\"free sulfur dioxide\": \"38\", \"support\": 102, \"avg_response\": 6.322549019607843}, {\"free sulfur dioxide\": \"22\", \"support\": 102, \"avg_response\": 5.810784313725491}, {\"free sulfur dioxide\": \"45\", \"support\": 101, \"avg_response\": 8.597524752475248}, {\"free sulfur dioxide\": \"20\", \"support\": 101, \"avg_response\": 4.744059405940594}, {\"free sulfur dioxide\": \"27\", \"support\": 99, \"avg_response\": 5.355555555555556}, {\"free sulfur dioxide\": \"30\", \"support\": 99, \"avg_response\": 4.726262626262626}, {\"free sulfur dioxide\": \"21\", \"support\": 93, \"avg_response\": 4.851075268817204}, {\"free sulfur dioxide\": \"47\", \"support\": 91, \"avg_response\": 7.828571428571428}, {\"free sulfur dioxide\": \"39\", \"support\": 89, \"avg_response\": 5.831460674157303}, {\"free sulfur dioxide\": \"17\", \"support\": 89, \"avg_response\": 3.581460674157303}, {\"free sulfur dioxide\": \"42\", \"support\": 86, \"avg_response\": 7.3500000000000005}, {\"free sulfur dioxide\": \"19\", \"support\": 84, \"avg_response\": 5.081547619047619}, {\"free sulfur dioxide\": \"49\", \"support\": 82, \"avg_response\": 8.082926829268292}, {\"free sulfur dioxide\": \"18\", \"support\": 80, \"avg_response\": 3.918125}, {\"free sulfur dioxide\": \"15\", \"support\": 79, \"avg_response\": 3.99493670886076}, {\"free sulfur dioxide\": \"44\", \"support\": 75, \"avg_response\": 9.190666666666665}, {\"free sulfur dioxide\": \"52\", \"support\": 72, \"avg_response\": 7.802083333333333}, {\"free sulfur dioxide\": \"53\", \"support\": 68, \"avg_response\": 9.588970588235293}, {\"free sulfur dioxide\": \"14\", \"support\": 68, \"avg_response\": 4.313235294117647}, {\"free sulfur dioxide\": \"48\", \"support\": 66, \"avg_response\": 8.478787878787879}, {\"free sulfur dioxide\": \"50\", \"support\": 64, \"avg_response\": 8.5578125}, {\"free sulfur dioxide\": \"46\", \"support\": 64, \"avg_response\": 7.278125}, {\"free sulfur dioxide\": \"43\", \"support\": 63, \"avg_response\": 6.38015873015873}, {\"free sulfur dioxide\": \"54\", \"support\": 61, \"avg_response\": 9.491803278688524}, {\"free sulfur dioxide\": \"55\", \"support\": 58, \"avg_response\": 11.571551724137931}, {\"free sulfur dioxide\": \"16\", \"support\": 58, \"avg_response\": 4.617241379310345}, {\"free sulfur dioxide\": \"13\", \"support\": 55, \"avg_response\": 4.0190909090909095}, {\"free sulfur dioxide\": \"10\", \"support\": 55, \"avg_response\": 3.0063636363636363}, {\"free sulfur dioxide\": \"51\", \"support\": 54, \"avg_response\": 9.306481481481482}, {\"free sulfur dioxide\": \"12\", \"support\": 51, \"avg_response\": 4.047058823529412}, {\"free sulfur dioxide\": \"61\", \"support\": 47, \"avg_response\": 7.614893617021276}, {\"free sulfur dioxide\": \"11\", \"support\": 45, \"avg_response\": 2.5455555555555556}, {\"free sulfur dioxide\": \"57\", \"support\": 44, \"avg_response\": 9.020454545454545}, {\"free sulfur dioxide\": \"56\", \"support\": 42, \"avg_response\": 8.903571428571428}, {\"free sulfur dioxide\": \"59\", \"support\": 39, \"avg_response\": 10.24102564102564}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.83}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_639da68b2f24b136/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_639da68b2f24b136/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d58ffe20b27d99540380e659ec08a7d111401647 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_639da68b2f24b136/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.260430+00:00", + "ended_at": "2026-05-04T09:37:05.268207+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_639da68b2f24b136", + "problem_id": "v2p_n3_0345d2ef254287d0", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=residual sugar, key_col=free sulfur dioxide.", + "bindings": { + "key_col": "free sulfur dioxide", + "measure_col": "residual sugar", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=20", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 20, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_639da68b2f24b136.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_639da68b2f24b136/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_639da68b2f24b136/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_639da68b2f24b136/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8933287f3ca19457fa07290d4d2d273d5a376515 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8185, "bytes_utf8": 8185, "lines": 245, "estimated_tokens": 2312}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1054, "bytes_utf8": 1054, "lines": 1, "estimated_tokens": 293}, "usage": {"input_tokens": 22403, "cached_input_tokens": 19840, "output_tokens": 416}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dffbadf2664c153c5b7e7ca09e3eb83c61b18efd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_63c5423a8c33717e", + "api_calls": 0, + "input_tokens": 22403, + "cached_input_tokens": 19840, + "output_tokens": 416, + "total_tokens": 22819, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2312, + "estimated_output_tokens": 293, + "estimated_total_tokens": 2605, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17083.25, + "sql_execution_elapsed_ms_total": 10.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_63c5423a8c33717e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..28a4360801be46083e17909438a48fe89f7680e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:08:13.581565+00:00", + "ended_at": "2026-05-04T09:08:30.665010+00:00", + "elapsed_ms": 17083.25, + "prompt_metrics": { + "chars": 8185, + "bytes_utf8": 8185, + "lines": 245, + "estimated_tokens": 2312 + }, + "stdout_metrics": { + "chars": 1481, + "bytes_utf8": 1481, + "lines": 4, + "estimated_tokens": 458 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13242 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1054, + "bytes_utf8": 1054, + "lines": 1, + "estimated_tokens": 293 + }, + "usage": { + "input_tokens": 22403, + "cached_input_tokens": 19840, + "output_tokens": 416 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad9b236d0f4fe1bcd07f49f274b72e4d087f3e92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,245 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=free sulfur dioxide, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "quality", + "measure_col": "free sulfur dioxide", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0ccd332537f8ee3097d517a721798b8ca83e417 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23e-c74f-7551-a1b5-175b93c9520c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"free sulfur dioxide\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"free sulfur dioxide\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"quality\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"quality\\\",\\n MIN(\\\"measure_value\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST(0.95 * \\\"cnt\\\" AS INT) + CASE WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INT) THEN 1 ELSE 0 END\\nGROUP BY \\\"quality\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Used a SQLite-compatible nearest-rank approximation for the 0.95 quantile because SQLite does not support PERCENTILE_CONT. Since group_col and condition_col are both \\\"quality\\\" with condition_value '6', the result returns the percentile only for quality='6'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22403,"cached_input_tokens":19840,"output_tokens":416}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4d9109c4d04cb8036cd30933a840553a683a525 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"quality\",\n CAST(\"free sulfur dioxide\" AS REAL) AS \"measure_value\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"free sulfur dioxide\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"quality\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"quality\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"quality\",\n MIN(\"measure_value\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(0.95 * \"cnt\" AS INT) + CASE WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INT) THEN 1 ELSE 0 END\nGROUP BY \"quality\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Used a SQLite-compatible nearest-rank approximation for the 0.95 quantile because SQLite does not support PERCENTILE_CONT. Since group_col and condition_col are both \"quality\" with condition_value '6', the result returns the percentile only for quality='6'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc370ec04acb37242bd1258281a05f68f79032d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:08:13.835524Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:08:16.239712Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:08:29.834796Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c1e80c8617395fa199a7dd006fed0aed156eb5f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=free sulfur dioxide, condition_col=quality. +Result preview: [{"quality": "6", "conditional_percentile": 63.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e98112fbc2ddd895afd29f994b03b2c3c8a54479 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/generated_sql.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_63c5423a8c33717e +-- problem_id: v2p_n3_f03807eb7d023c75 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "quality", + CAST("free sulfur dioxide" AS REAL) AS "measure_value" + FROM "n3" + WHERE "quality" = '6' + AND "free sulfur dioxide" IS NOT NULL +), +"ranked" AS ( + SELECT + "quality", + "measure_value", + ROW_NUMBER() OVER (PARTITION BY "quality" ORDER BY "measure_value") AS "rn", + COUNT(*) OVER (PARTITION BY "quality") AS "cnt" + FROM "filtered" +) +SELECT + "quality", + MIN("measure_value") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST(0.95 * "cnt" AS INT) + CASE WHEN 0.95 * "cnt" > CAST(0.95 * "cnt" AS INT) THEN 1 ELSE 0 END +GROUP BY "quality" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e7a0f5dd8eedf523495a7abfc7ed94a5fa902e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"quality\",\n CAST(\"free sulfur dioxide\" AS REAL) AS \"measure_value\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"free sulfur dioxide\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"quality\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"quality\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"quality\",\n MIN(\"measure_value\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(0.95 * \"cnt\" AS INT) + CASE WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INT) THEN 1 ELSE 0 END\nGROUP BY \"quality\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"free sulfur dioxide\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"free sulfur dioxide\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"quality\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"quality\\\",\\n MIN(\\\"measure_value\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST(0.95 * \\\"cnt\\\" AS INT) + CASE WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INT) THEN 1 ELSE 0 END\\nGROUP BY \\\"quality\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"quality\", \"conditional_percentile\"], \"rows\": [{\"quality\": \"6\", \"conditional_percentile\": 63.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.1}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..79e9545cabb546af2b568248c1ad1d0f15a85bef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:08:13.578489+00:00", + "ended_at": "2026-05-04T09:08:30.722738+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_63c5423a8c33717e", + "problem_id": "v2p_n3_f03807eb7d023c75", + "dataset_id": "n3", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=free sulfur dioxide, condition_col=quality.", + "bindings": { + "group_col": "quality", + "measure_col": "free sulfur dioxide", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_63c5423a8c33717e.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_63c5423a8c33717e", + "api_calls": 0, + "input_tokens": 22403, + "cached_input_tokens": 19840, + "output_tokens": 416, + "total_tokens": 22819, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2312, + "estimated_output_tokens": 293, + "estimated_total_tokens": 2605, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17083.25, + "sql_execution_elapsed_ms_total": 10.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_63c5423a8c33717e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0583bde75120fa9a410a46ab2422ec6260786741 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:08:30.703954+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17083.25, "started_at": "2026-05-04T09:08:13.581565+00:00", "ended_at": "2026-05-04T09:08:30.665010+00:00", "prompt_metrics": {"chars": 8185, "bytes_utf8": 8185, "lines": 245, "estimated_tokens": 2312}, "response_metrics": {"chars": 1054, "bytes_utf8": 1054, "lines": 1, "estimated_tokens": 293}, "usage": {"input_tokens": 22403, "cached_input_tokens": 19840, "output_tokens": 416}, "stderr_preview": "2026-05-04T09:08:13.835524Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:08:16.239712Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(0.95 * \\\"cnt\\\" AS INT) + CASE WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INT) THEN 1 ELSE 0 END\\nGROUP BY \\\"quality\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Used a SQLite-compatible nearest-rank approximation for the 0.95 quantile because SQLite does not support PERCENTILE_CONT. Since group_col and condition_col are both \\\"quality\\\" with condition_value '6', the"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2b02450ce207688fe26ab26086b0a290a0584900 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_63c5423a8c33717e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_63c5423a8c33717e", + "api_calls": 0, + "input_tokens": 22403, + "cached_input_tokens": 19840, + "output_tokens": 416, + "total_tokens": 22819, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2312, + "estimated_output_tokens": 293, + "estimated_total_tokens": 2605, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17083.25, + "sql_execution_elapsed_ms_total": 10.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_63c5423a8c33717e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88ff23ae5c8a7e9b84908344face943eb1a58de7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7911, "bytes_utf8": 7911, "lines": 243, "estimated_tokens": 2264}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 482, "bytes_utf8": 482, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22355, "cached_input_tokens": 19840, "output_tokens": 137}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..975e1e80093b6765182febdb867630393d3c6716 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_643ca8ee29df86da", + "api_calls": 0, + "input_tokens": 22355, + "cached_input_tokens": 19840, + "output_tokens": 137, + "total_tokens": 22492, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2264, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2385, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11759.16, + "sql_execution_elapsed_ms_total": 4.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_643ca8ee29df86da\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e9b7d4cd3b7b6ea751a7dbf9ed4a61ab88c74338 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:57:48.235135+00:00", + "ended_at": "2026-05-04T08:57:59.994014+00:00", + "elapsed_ms": 11759.16, + "prompt_metrics": { + "chars": 7911, + "bytes_utf8": 7911, + "lines": 243, + "estimated_tokens": 2264 + }, + "stdout_metrics": { + "chars": 807, + "bytes_utf8": 807, + "lines": 4, + "estimated_tokens": 224 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13210 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 482, + "bytes_utf8": 482, + "lines": 1, + "estimated_tokens": 121 + }, + "usage": { + "input_tokens": 22355, + "cached_input_tokens": 19840, + "output_tokens": 137 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6d8ded46d5f72ded4f76f3f3cd31ad3f1c465d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sulphates, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..10f36439e449739dbfa2bb4c1e265e9d5c7845f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df235-3c53-7bc2-8685-a3d33914314d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col bound to \\\"sulphates\\\" and condition_col bound to \\\"quality\\\", measuring the within-group proportion of rows where quality = '5'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22355,"cached_input_tokens":19840,"output_tokens":137}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..185581174d1120cebc4a8928b7e6130d4d98c3cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"sulphates\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col bound to \"sulphates\" and condition_col bound to \"quality\", measuring the within-group proportion of rows where quality = '5'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b8b3b93eb1083ddbd5415d3dfffe9c9f5a2d9ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:57:48.424749Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:57:50.922535Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:57:59.032244Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..28b688c0f44fb9ea82f1bf21231b3586666fc91a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sulphates, condition_col=quality. +Result preview: [{"sulphates": "0.88", "condition_rate": 0.5714285714285714}, {"sulphates": "0.29", "condition_rate": 0.4375}, {"sulphates": "0.81", "condition_rate": 0.4}, {"sulphates": "0.8", "condition_rate": 0.4}, {"sulphates": "0.48", "condition_rate": 0.39664804469273746}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd1bcc52d1e8e6c179a28fa6b3dd12d0b15d4439 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_643ca8ee29df86da +-- problem_id: v2p_n3_a67bc65fb3eb0f1b +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "sulphates" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1c2987259817609b1fe86970a1c284a942611584 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"sulphates\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"sulphates\", \"condition_rate\"], \"rows\": [{\"sulphates\": \"0.88\", \"condition_rate\": 0.5714285714285714}, {\"sulphates\": \"0.29\", \"condition_rate\": 0.4375}, {\"sulphates\": \"0.81\", \"condition_rate\": 0.4}, {\"sulphates\": \"0.8\", \"condition_rate\": 0.4}, {\"sulphates\": \"0.48\", \"condition_rate\": 0.39664804469273746}, {\"sulphates\": \"0.47\", \"condition_rate\": 0.38953488372093026}, {\"sulphates\": \"0.52\", \"condition_rate\": 0.38461538461538464}, {\"sulphates\": \"0.46\", \"condition_rate\": 0.37777777777777777}, {\"sulphates\": \"0.51\", \"condition_rate\": 0.37142857142857144}, {\"sulphates\": \"0.7\", \"condition_rate\": 0.37037037037037035}, {\"sulphates\": \"0.5\", \"condition_rate\": 0.36947791164658633}, {\"sulphates\": \"0.76\", \"condition_rate\": 0.3684210526315789}, {\"sulphates\": \"0.45\", \"condition_rate\": 0.3539325842696629}, {\"sulphates\": \"0.42\", \"condition_rate\": 0.34806629834254144}, {\"sulphates\": \"0.49\", \"condition_rate\": 0.3433734939759036}, {\"sulphates\": \"0.73\", \"condition_rate\": 0.3333333333333333}, {\"sulphates\": \"0.35\", \"condition_rate\": 0.32941176470588235}, {\"sulphates\": \"0.62\", \"condition_rate\": 0.3235294117647059}, {\"sulphates\": \"0.39\", \"condition_rate\": 0.31788079470198677}, {\"sulphates\": \"0.44\", \"condition_rate\": 0.3101851851851852}, {\"sulphates\": \"0.28\", \"condition_rate\": 0.3076923076923077}, {\"sulphates\": \"0.6\", \"condition_rate\": 0.3068181818181818}, {\"sulphates\": \"0.43\", \"condition_rate\": 0.2981366459627329}, {\"sulphates\": \"0.4\", \"condition_rate\": 0.2976190476190476}, {\"sulphates\": \"0.34\", \"condition_rate\": 0.2976190476190476}, {\"sulphates\": \"0.32\", \"condition_rate\": 0.2962962962962963}, {\"sulphates\": \"0.68\", \"condition_rate\": 0.29545454545454547}, {\"sulphates\": \"0.41\", \"condition_rate\": 0.2949640287769784}, {\"sulphates\": \"0.63\", \"condition_rate\": 0.2916666666666667}, {\"sulphates\": \"0.61\", \"condition_rate\": 0.28888888888888886}, {\"sulphates\": \"0.67\", \"condition_rate\": 0.2857142857142857}, {\"sulphates\": \"0.38\", \"condition_rate\": 0.2757009345794392}, {\"sulphates\": \"0.55\", \"condition_rate\": 0.27450980392156865}, {\"sulphates\": \"0.56\", \"condition_rate\": 0.26851851851851855}, {\"sulphates\": \"0.57\", \"condition_rate\": 0.26506024096385544}, {\"sulphates\": \"0.74\", \"condition_rate\": 0.2631578947368421}, {\"sulphates\": \"0.53\", \"condition_rate\": 0.2518518518518518}, {\"sulphates\": \"0.54\", \"condition_rate\": 0.25149700598802394}, {\"sulphates\": \"0.84\", \"condition_rate\": 0.25}, {\"sulphates\": \"0.66\", \"condition_rate\": 0.25}, {\"sulphates\": \"0.72\", \"condition_rate\": 0.24242424242424243}, {\"sulphates\": \"0.36\", \"condition_rate\": 0.24166666666666667}, {\"sulphates\": \"0.37\", \"condition_rate\": 0.23255813953488372}, {\"sulphates\": \"0.65\", \"condition_rate\": 0.21428571428571427}, {\"sulphates\": \"0.64\", \"condition_rate\": 0.208955223880597}, {\"sulphates\": \"0.3\", \"condition_rate\": 0.1935483870967742}, {\"sulphates\": \"0.75\", \"condition_rate\": 0.18181818181818182}, {\"sulphates\": \"0.31\", \"condition_rate\": 0.17142857142857143}, {\"sulphates\": \"0.71\", \"condition_rate\": 0.16666666666666666}, {\"sulphates\": \"0.69\", \"condition_rate\": 0.16666666666666666}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.38}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8c72362dd3bddf5331c7c0241b45bd4770c11b00 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:57:48.216761+00:00", + "ended_at": "2026-05-04T08:58:00.032403+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_643ca8ee29df86da", + "problem_id": "v2p_n3_a67bc65fb3eb0f1b", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sulphates, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_643ca8ee29df86da.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_643ca8ee29df86da", + "api_calls": 0, + "input_tokens": 22355, + "cached_input_tokens": 19840, + "output_tokens": 137, + "total_tokens": 22492, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2264, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2385, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11759.16, + "sql_execution_elapsed_ms_total": 4.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_643ca8ee29df86da\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..410da835de1f6509fe987417f1ca3b2bdd8cc501 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_643ca8ee29df86da/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:58:00.017950+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11759.16, "started_at": "2026-05-04T08:57:48.235135+00:00", "ended_at": "2026-05-04T08:57:59.994014+00:00", "prompt_metrics": {"chars": 7911, "bytes_utf8": 7911, "lines": 243, "estimated_tokens": 2264}, "response_metrics": {"chars": 482, "bytes_utf8": 482, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22355, "cached_input_tokens": 19840, "output_tokens": 137}, "stderr_preview": "2026-05-04T08:57:48.424749Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:57:50.922535Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=residual sugar.", + "planned_template_id": "tpl_m4_global_zscore_outliers", + "bindings": { + "measure_col": "residual sugar", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7af8b6e947d60bf4fca0a4ae040bb9ce54303bb8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df258-39b5-7853-b61f-12113f1064e1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_global_zscore_outliers\\nWITH \\\"stats\\\" AS (\\n SELECT\\n AVG(CAST(\\\"residual sugar\\\" AS REAL)) AS \\\"mean_val\\\",\\n SQRT(\\n AVG(CAST(\\\"residual sugar\\\" AS REAL) * CAST(\\\"residual sugar\\\" AS REAL))\\n - AVG(CAST(\\\"residual sugar\\\" AS REAL)) * AVG(CAST(\\\"residual sugar\\\" AS REAL))\\n ) AS \\\"stddev_val\\\"\\n FROM \\\"n3\\\"\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"n3\\\".*,\\n (CAST(\\\"n3\\\".\\\"residual sugar\\\" AS REAL) - \\\"stats\\\".\\\"mean_val\\\")\\n / NULLIF(\\\"stats\\\".\\\"stddev_val\\\", 0) AS \\\"z_score\\\"\\n FROM \\\"n3\\\"\\n CROSS JOIN \\\"stats\\\"\\n)\\nSELECT *\\nFROM \\\"scored\\\"\\nWHERE ABS(\\\"z_score\\\") > 2.0\\nORDER BY CAST(\\\"residual sugar\\\" AS REAL) DESC;\",\"notes\":\"Repaired the template for SQLite by replacing unsupported STDDEV with a population-standard-deviation expression derived from AVG, and casting the TEXT measure column \\\"residual sugar\\\" to REAL for numeric computation and ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22378,"cached_input_tokens":20864,"output_tokens":326}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b5de636f221c8a459c3cd6c12b0f22c38a95841 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_global_zscore_outliers\nWITH \"stats\" AS (\n SELECT\n AVG(CAST(\"residual sugar\" AS REAL)) AS \"mean_val\",\n SQRT(\n AVG(CAST(\"residual sugar\" AS REAL) * CAST(\"residual sugar\" AS REAL))\n - AVG(CAST(\"residual sugar\" AS REAL)) * AVG(CAST(\"residual sugar\" AS REAL))\n ) AS \"stddev_val\"\n FROM \"n3\"\n),\n\"scored\" AS (\n SELECT\n \"n3\".*,\n (CAST(\"n3\".\"residual sugar\" AS REAL) - \"stats\".\"mean_val\")\n / NULLIF(\"stats\".\"stddev_val\", 0) AS \"z_score\"\n FROM \"n3\"\n CROSS JOIN \"stats\"\n)\nSELECT *\nFROM \"scored\"\nWHERE ABS(\"z_score\") > 2.0\nORDER BY CAST(\"residual sugar\" AS REAL) DESC;","notes":"Repaired the template for SQLite by replacing unsupported STDDEV with a population-standard-deviation expression derived from AVG, and casting the TEXT measure column \"residual sugar\" to REAL for numeric computation and ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2d85705fb0c2249682bc4875405e408e9f5a1c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:36:01.533340Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:36:03.842546Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:36:15.055182Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b1bc6ccc9c34ef696a6d1e96c54975ab50a2c2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=residual sugar. +Result preview: [{"fixed acidity": "7.8", "volatile acidity": "0.965", "citric acid": "0.6", "residual sugar": "65.8", "chlorides": "0.074", "free sulfur dioxide": "8", "total sulfur dioxide": "160", "density": "1.03898", "pH": "3.39", "sulphates": "0.69", "alcohol": "11.7", "quality": "6", "z_score": 11.714111544369963}, {"fixed acidity": "7.9", "volatile acidity": "0.33", "citric acid": "0.28", "residual sugar": "31.6", "chlorides": "0.053", "free sulfur dioxide": "35", "total sulfur dioxide": "176", "density": "1.0103", "pH": "3.15", "sulphates": "0.38", "alcohol": "8.8", "quality": "6", "z_score": 4.970597725702108}, {"fixed acidity": "7.9", "volatile acidity": "0.33", "citric acid": "0.28", "residual sugar": "31.6", "chlorides": "0.053", "free sulfur dioxide": "35", "total sulfur dioxide": "176", "density": "1.0103", "pH": "3.15", "sulphates": "0.38", "alcohol": "8.8", "quality": "6", "z_score": 4.970597725702108}, {"fixed acidity": "6.8", "volatile acidity": "0.45", "citric acid": "0.28", "residual sugar": "26.05", "chlorides": "0.031", "free sulfur dioxide": "27", "total sulfur dioxide": "122", "density": "1.00295", "pH": "3.06", "sulphates": "0.42", "alcohol": "10.6", "quality": "6", "z_score": 3.8762555709182887}, {"fixed acidity": "6.8", "volatile acidity": "0.45", "citric acid": "0.28", "residual sugar": "26.05", "chlorides": "0.031", "free sulfur dioxide": "27", "total sulfur dioxide": "122", "density": "1.00295", "pH": "3.06", "sulphates": "0.42", "alcohol": "10.6", "quality": "6", "z_score": 3.8762555709182887}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e23c6c66c80a58bf0bb2ee3e2863d11eeede9806 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n3_661c22045b13bcfa +-- problem_id: v2p_n3_9ccdd25011b1bae8 +-- realization_mode: agent +-- source_kind: agent +WITH "stats" AS ( + SELECT + AVG(CAST("residual sugar" AS REAL)) AS "mean_val", + SQRT( + AVG(CAST("residual sugar" AS REAL) * CAST("residual sugar" AS REAL)) + - AVG(CAST("residual sugar" AS REAL)) * AVG(CAST("residual sugar" AS REAL)) + ) AS "stddev_val" + FROM "n3" +), +"scored" AS ( + SELECT + "n3".*, + (CAST("n3"."residual sugar" AS REAL) - "stats"."mean_val") + / NULLIF("stats"."stddev_val", 0) AS "z_score" + FROM "n3" + CROSS JOIN "stats" +) +SELECT * +FROM "scored" +WHERE ABS("z_score") > 2.0 +ORDER BY CAST("residual sugar" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..97a584e3c0d6e3a04836e34981b043253123fff4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_global_zscore_outliers\nWITH \"stats\" AS (\n SELECT\n AVG(CAST(\"residual sugar\" AS REAL)) AS \"mean_val\",\n SQRT(\n AVG(CAST(\"residual sugar\" AS REAL) * CAST(\"residual sugar\" AS REAL))\n - AVG(CAST(\"residual sugar\" AS REAL)) * AVG(CAST(\"residual sugar\" AS REAL))\n ) AS \"stddev_val\"\n FROM \"n3\"\n),\n\"scored\" AS (\n SELECT\n \"n3\".*,\n (CAST(\"n3\".\"residual sugar\" AS REAL) - \"stats\".\"mean_val\")\n / NULLIF(\"stats\".\"stddev_val\", 0) AS \"z_score\"\n FROM \"n3\"\n CROSS JOIN \"stats\"\n)\nSELECT *\nFROM \"scored\"\nWHERE ABS(\"z_score\") > 2.0\nORDER BY CAST(\"residual sugar\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_global_zscore_outliers\\nWITH \\\"stats\\\" AS (\\n SELECT\\n AVG(CAST(\\\"residual sugar\\\" AS REAL)) AS \\\"mean_val\\\",\\n SQRT(\\n AVG(CAST(\\\"residual sugar\\\" AS REAL) * CAST(\\\"residual sugar\\\" AS REAL))\\n - AVG(CAST(\\\"residual sugar\\\" AS REAL)) * AVG(CAST(\\\"residual sugar\\\" AS REAL))\\n ) AS \\\"stddev_val\\\"\\n FROM \\\"n3\\\"\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"n3\\\".*,\\n (CAST(\\\"n3\\\".\\\"residual sugar\\\" AS REAL) - \\\"stats\\\".\\\"mean_val\\\")\\n / NULLIF(\\\"stats\\\".\\\"stddev_val\\\", 0) AS \\\"z_score\\\"\\n FROM \\\"n3\\\"\\n CROSS JOIN \\\"stats\\\"\\n)\\nSELECT *\\nFROM \\\"scored\\\"\\nWHERE ABS(\\\"z_score\\\") > 2.0\\nORDER BY CAST(\\\"residual sugar\\\" AS REAL) DESC;\", \"columns\": [\"fixed acidity\", \"volatile acidity\", \"citric acid\", \"residual sugar\", \"chlorides\", \"free sulfur dioxide\", \"total sulfur dioxide\", \"density\", \"pH\", \"sulphates\", \"alcohol\", \"quality\", \"z_score\"], \"rows\": [{\"fixed acidity\": \"7.8\", \"volatile acidity\": \"0.965\", \"citric acid\": \"0.6\", \"residual sugar\": \"65.8\", \"chlorides\": \"0.074\", \"free sulfur dioxide\": \"8\", \"total sulfur dioxide\": \"160\", \"density\": \"1.03898\", \"pH\": \"3.39\", \"sulphates\": \"0.69\", \"alcohol\": \"11.7\", \"quality\": \"6\", \"z_score\": 11.714111544369963}, {\"fixed acidity\": \"7.9\", \"volatile acidity\": \"0.33\", \"citric acid\": \"0.28\", \"residual sugar\": \"31.6\", \"chlorides\": \"0.053\", \"free sulfur dioxide\": \"35\", \"total sulfur dioxide\": \"176\", \"density\": \"1.0103\", \"pH\": \"3.15\", \"sulphates\": \"0.38\", \"alcohol\": \"8.8\", \"quality\": \"6\", \"z_score\": 4.970597725702108}, {\"fixed acidity\": \"7.9\", \"volatile acidity\": \"0.33\", \"citric acid\": \"0.28\", \"residual sugar\": \"31.6\", \"chlorides\": \"0.053\", \"free sulfur dioxide\": \"35\", \"total sulfur dioxide\": \"176\", \"density\": \"1.0103\", \"pH\": \"3.15\", \"sulphates\": \"0.38\", \"alcohol\": \"8.8\", \"quality\": \"6\", \"z_score\": 4.970597725702108}, {\"fixed acidity\": \"6.8\", \"volatile acidity\": \"0.45\", \"citric acid\": \"0.28\", \"residual sugar\": \"26.05\", \"chlorides\": \"0.031\", \"free sulfur dioxide\": \"27\", \"total sulfur dioxide\": \"122\", \"density\": \"1.00295\", \"pH\": \"3.06\", \"sulphates\": \"0.42\", \"alcohol\": \"10.6\", \"quality\": \"6\", \"z_score\": 3.8762555709182887}, {\"fixed acidity\": \"6.8\", \"volatile acidity\": \"0.45\", \"citric acid\": \"0.28\", \"residual sugar\": \"26.05\", \"chlorides\": \"0.031\", \"free sulfur dioxide\": \"27\", \"total sulfur dioxide\": \"122\", \"density\": \"1.00295\", \"pH\": \"3.06\", \"sulphates\": \"0.42\", \"alcohol\": \"10.6\", \"quality\": \"6\", \"z_score\": 3.8762555709182887}, {\"fixed acidity\": \"6.9\", \"volatile acidity\": \"0.27\", \"citric acid\": \"0.49\", \"residual sugar\": \"23.5\", \"chlorides\": \"0.057\", \"free sulfur dioxide\": \"59\", \"total sulfur dioxide\": \"235\", \"density\": \"1.0024\", \"pH\": \"2.98\", \"sulphates\": \"0.47\", \"alcohol\": \"8.6\", \"quality\": \"5\", \"z_score\": 3.373449716017615}, {\"fixed acidity\": \"5.9\", \"volatile acidity\": \"0.22\", \"citric acid\": \"0.45\", \"residual sugar\": \"22.6\", \"chlorides\": \"0.12\", \"free sulfur dioxide\": \"55\", \"total sulfur dioxide\": \"122\", \"density\": \"0.99636\", \"pH\": \"3.1\", \"sulphates\": \"0.35\", \"alcohol\": \"12.8\", \"quality\": \"5\", \"z_score\": 3.195988826052672}, {\"fixed acidity\": \"6.8\", \"volatile acidity\": \"0.28\", \"citric acid\": \"0.4\", \"residual sugar\": \"22\", \"chlorides\": \"0.048\", \"free sulfur dioxide\": \"48\", \"total sulfur dioxide\": \"167\", \"density\": \"1.001\", \"pH\": \"2.93\", \"sulphates\": \"0.5\", \"alcohol\": \"8.7\", \"quality\": \"5\", \"z_score\": 3.077681566076042}, {\"fixed acidity\": \"6.8\", \"volatile acidity\": \"0.28\", \"citric acid\": \"0.4\", \"residual sugar\": \"22\", \"chlorides\": \"0.048\", \"free sulfur dioxide\": \"48\", \"total sulfur dioxide\": \"167\", \"density\": \"1.001\", \"pH\": \"2.93\", \"sulphates\": \"0.5\", \"alcohol\": \"8.7\", \"quality\": \"5\", \"z_score\": 3.077681566076042}, {\"fixed acidity\": \"6.9\", \"volatile acidity\": \"0.24\", \"citric acid\": \"0.36\", \"residual sugar\": \"20.8\", \"chlorides\": \"0.031\", \"free sulfur dioxide\": \"40\", \"total sulfur dioxide\": \"139\", \"density\": \"0.9975\", \"pH\": \"3.2\", \"sulphates\": \"0.33\", \"alcohol\": \"11\", \"quality\": \"6\", \"z_score\": 2.8410670461227845}, {\"fixed acidity\": \"6.2\", \"volatile acidity\": \"0.22\", \"citric acid\": \"0.2\", \"residual sugar\": \"20.8\", \"chlorides\": \"0.035\", \"free sulfur dioxide\": \"58\", \"total sulfur dioxide\": \"184\", \"density\": \"1.00022\", \"pH\": \"3.11\", \"sulphates\": \"0.53\", \"alcohol\": \"9\", \"quality\": \"6\", \"z_score\": 2.8410670461227845}, {\"fixed acidity\": \"7\", \"volatile acidity\": \"0.27\", \"citric acid\": \"0.36\", \"residual sugar\": \"20.7\", \"chlorides\": \"0.045\", \"free sulfur dioxide\": \"45\", \"total sulfur dioxide\": \"170\", \"density\": \"1.001\", \"pH\": \"3\", \"sulphates\": \"0.45\", \"alcohol\": \"8.8\", \"quality\": \"6\", \"z_score\": 2.8213491694600124}, {\"fixed acidity\": \"7\", \"volatile acidity\": \"0.27\", \"citric acid\": \"0.36\", \"residual sugar\": \"20.7\", \"chlorides\": \"0.045\", \"free sulfur dioxide\": \"45\", \"total sulfur dioxide\": \"170\", \"density\": \"1.001\", \"pH\": \"3\", \"sulphates\": \"0.45\", \"alcohol\": \"8.8\", \"quality\": \"6\", \"z_score\": 2.8213491694600124}, {\"fixed acidity\": \"6.5\", \"volatile acidity\": \"0.28\", \"citric acid\": \"0.28\", \"residual sugar\": \"20.4\", \"chlorides\": \"0.041\", \"free sulfur dioxide\": \"40\", \"total sulfur dioxide\": \"144\", \"density\": \"1.0002\", \"pH\": \"3.14\", \"sulphates\": \"0.38\", \"alcohol\": \"8.7\", \"quality\": \"5\", \"z_score\": 2.7621955394716977}, {\"fixed acidity\": \"6.8\", \"volatile acidity\": \"0.3\", \"citric acid\": \"0.26\", \"residual sugar\": \"20.3\", \"chlorides\": \"0.037\", \"free sulfur dioxide\": \"45\", \"total sulfur dioxide\": \"150\", \"density\": \"0.99727\", \"pH\": \"3.04\", \"sulphates\": \"0.38\", \"alcohol\": \"12.3\", \"quality\": \"6\", \"z_score\": 2.742477662808927}, {\"fixed acidity\": \"6.4\", \"volatile acidity\": \"0.24\", \"citric acid\": \"0.25\", \"residual sugar\": \"20.2\", \"chlorides\": \"0.083\", \"free sulfur dioxide\": \"35\", \"total sulfur dioxide\": \"157\", \"density\": \"0.99976\", \"pH\": \"3.17\", \"sulphates\": \"0.5\", \"alcohol\": \"9.1\", \"quality\": \"5\", \"z_score\": 2.7227597861461548}, {\"fixed acidity\": \"6.4\", \"volatile acidity\": \"0.24\", \"citric acid\": \"0.25\", \"residual sugar\": \"20.2\", \"chlorides\": \"0.083\", \"free sulfur dioxide\": \"35\", \"total sulfur dioxide\": \"157\", \"density\": \"0.99976\", \"pH\": \"3.17\", \"sulphates\": \"0.5\", \"alcohol\": \"9.1\", \"quality\": \"5\", \"z_score\": 2.7227597861461548}, {\"fixed acidity\": \"7.6\", \"volatile acidity\": \"0.28\", \"citric acid\": \"0.49\", \"residual sugar\": \"20.15\", \"chlorides\": \"0.06\", \"free sulfur dioxide\": \"30\", \"total sulfur dioxide\": \"145\", \"density\": \"1.00196\", \"pH\": \"3.01\", \"sulphates\": \"0.44\", \"alcohol\": \"8.5\", \"quality\": \"5\", \"z_score\": 2.712900847814769}, {\"fixed acidity\": \"6.1\", \"volatile acidity\": \"0.28\", \"citric acid\": \"0.24\", \"residual sugar\": \"19.95\", \"chlorides\": \"0.074\", \"free sulfur dioxide\": \"32\", \"total sulfur dioxide\": \"174\", \"density\": \"0.99922\", \"pH\": \"3.19\", \"sulphates\": \"0.44\", \"alcohol\": \"9.3\", \"quality\": \"6\", \"z_score\": 2.673465094489226}, {\"fixed acidity\": \"6.1\", \"volatile acidity\": \"0.28\", \"citric acid\": \"0.24\", \"residual sugar\": \"19.95\", \"chlorides\": \"0.074\", \"free sulfur dioxide\": \"32\", \"total sulfur dioxide\": \"174\", \"density\": \"0.99922\", \"pH\": \"3.19\", \"sulphates\": \"0.44\", \"alcohol\": \"9.3\", \"quality\": \"6\", \"z_score\": 2.673465094489226}, {\"fixed acidity\": \"7.7\", \"volatile acidity\": \"0.43\", \"citric acid\": \"1\", \"residual sugar\": \"19.95\", \"chlorides\": \"0.032\", \"free sulfur dioxide\": \"42\", \"total sulfur dioxide\": \"164\", \"density\": \"0.99742\", \"pH\": \"3.29\", \"sulphates\": \"0.5\", \"alcohol\": \"12\", \"quality\": \"6\", \"z_score\": 2.673465094489226}, {\"fixed acidity\": \"7.3\", \"volatile acidity\": \"0.2\", \"citric acid\": \"0.29\", \"residual sugar\": \"19.9\", \"chlorides\": \"0.039\", \"free sulfur dioxide\": \"69\", \"total sulfur dioxide\": \"237\", \"density\": \"1.00037\", \"pH\": \"3.1\", \"sulphates\": \"0.48\", \"alcohol\": \"9.2\", \"quality\": \"6\", \"z_score\": 2.66360615615784}, {\"fixed acidity\": \"7.4\", \"volatile acidity\": \"0.28\", \"citric acid\": \"0.42\", \"residual sugar\": \"19.8\", \"chlorides\": \"0.066\", \"free sulfur dioxide\": \"53\", \"total sulfur dioxide\": \"195\", \"density\": \"1\", \"pH\": \"2.96\", \"sulphates\": \"0.44\", \"alcohol\": \"9.1\", \"quality\": \"5\", \"z_score\": 2.6438882794950693}, {\"fixed acidity\": \"8.3\", \"volatile acidity\": \"0.21\", \"citric acid\": \"0.49\", \"residual sugar\": \"19.8\", \"chlorides\": \"0.054\", \"free sulfur dioxide\": \"50\", \"total sulfur dioxide\": \"231\", \"density\": \"1.0012\", \"pH\": \"2.99\", \"sulphates\": \"0.54\", \"alcohol\": \"9.2\", \"quality\": \"5\", \"z_score\": 2.6438882794950693}, {\"fixed acidity\": \"7\", \"volatile acidity\": \"0.45\", \"citric acid\": \"0.34\", \"residual sugar\": \"19.8\", \"chlorides\": \"0.04\", \"free sulfur dioxide\": \"12\", \"total sulfur dioxide\": \"67\", \"density\": \"0.9976\", \"pH\": \"3.07\", \"sulphates\": \"0.38\", \"alcohol\": \"11\", \"quality\": \"6\", \"z_score\": 2.6438882794950693}, {\"fixed acidity\": \"7\", \"volatile acidity\": \"0.45\", \"citric acid\": \"0.34\", \"residual sugar\": \"19.8\", \"chlorides\": \"0.04\", \"free sulfur dioxide\": \"12\", \"total sulfur dioxide\": \"67\", \"density\": \"0.9976\", \"pH\": \"3.07\", \"sulphates\": \"0.38\", \"alcohol\": \"11\", \"quality\": \"6\", \"z_score\": 2.6438882794950693}, {\"fixed acidity\": \"7.7\", \"volatile acidity\": \"0.49\", \"citric acid\": \"1\", \"residual sugar\": \"19.6\", \"chlorides\": \"0.03\", \"free sulfur dioxide\": \"28\", \"total sulfur dioxide\": \"135\", \"density\": \"0.9973\", \"pH\": \"3.24\", \"sulphates\": \"0.4\", \"alcohol\": \"12\", \"quality\": \"6\", \"z_score\": 2.6044525261695264}, {\"fixed acidity\": \"7.5\", \"volatile acidity\": \"0.4\", \"citric acid\": \"1\", \"residual sugar\": \"19.5\", \"chlorides\": \"0.041\", \"free sulfur dioxide\": \"33\", \"total sulfur dioxide\": \"148\", \"density\": \"0.9977\", \"pH\": \"3.24\", \"sulphates\": \"0.38\", \"alcohol\": \"12\", \"quality\": \"6\", \"z_score\": 2.5847346495067547}, {\"fixed acidity\": \"7.3\", \"volatile acidity\": \"0.2\", \"citric acid\": \"0.29\", \"residual sugar\": \"19.5\", \"chlorides\": \"0.039\", \"free sulfur dioxide\": \"69\", \"total sulfur dioxide\": \"237\", \"density\": \"1.00037\", \"pH\": \"3.1\", \"sulphates\": \"0.48\", \"alcohol\": \"9.2\", \"quality\": \"6\", \"z_score\": 2.5847346495067547}, {\"fixed acidity\": \"6.9\", \"volatile acidity\": \"0.29\", \"citric acid\": \"0.4\", \"residual sugar\": \"19.45\", \"chlorides\": \"0.043\", \"free sulfur dioxide\": \"36\", \"total sulfur dioxide\": \"156\", \"density\": \"0.9996\", \"pH\": \"2.93\", \"sulphates\": \"0.47\", \"alcohol\": \"8.9\", \"quality\": \"5\", \"z_score\": 2.5748757111753684}, {\"fixed acidity\": \"6.9\", \"volatile acidity\": \"0.29\", \"citric acid\": \"0.4\", \"residual sugar\": \"19.45\", \"chlorides\": \"0.043\", \"free sulfur dioxide\": \"36\", \"total sulfur dioxide\": \"156\", \"density\": \"0.9996\", \"pH\": \"2.93\", \"sulphates\": \"0.47\", \"alcohol\": \"8.9\", \"quality\": \"5\", \"z_score\": 2.5748757111753684}, {\"fixed acidity\": \"7.5\", \"volatile acidity\": \"0.33\", \"citric acid\": \"0.48\", \"residual sugar\": \"19.45\", \"chlorides\": \"0.048\", \"free sulfur dioxide\": \"55\", \"total sulfur dioxide\": \"243\", \"density\": \"1.001\", \"pH\": \"2.95\", \"sulphates\": \"0.4\", \"alcohol\": \"8.8\", \"quality\": \"5\", \"z_score\": 2.5748757111753684}, {\"fixed acidity\": \"6.7\", \"volatile acidity\": \"0.25\", \"citric acid\": \"0.74\", \"residual sugar\": \"19.4\", \"chlorides\": \"0.054\", \"free sulfur dioxide\": \"44\", \"total sulfur dioxide\": \"169\", \"density\": \"1.0004\", \"pH\": \"3.51\", \"sulphates\": \"0.45\", \"alcohol\": \"9.8\", \"quality\": \"6\", \"z_score\": 2.5650167728439826}, {\"fixed acidity\": \"5.8\", \"volatile acidity\": \"0.315\", \"citric acid\": \"0.19\", \"residual sugar\": \"19.4\", \"chlorides\": \"0.031\", \"free sulfur dioxide\": \"28\", \"total sulfur dioxide\": \"106\", \"density\": \"0.99704\", \"pH\": \"2.97\", \"sulphates\": \"0.4\", \"alcohol\": \"10.55\", \"quality\": \"6\", \"z_score\": 2.5650167728439826}, {\"fixed acidity\": \"6.1\", \"volatile acidity\": \"0.36\", \"citric acid\": \"0.41\", \"residual sugar\": \"19.35\", \"chlorides\": \"0.07\", \"free sulfur dioxide\": \"67\", \"total sulfur dioxide\": \"207\", \"density\": \"1.00118\", \"pH\": \"3.39\", \"sulphates\": \"0.53\", \"alcohol\": \"9.1\", \"quality\": \"5\", \"z_score\": 2.5551578345125976}, {\"fixed acidity\": \"6.8\", \"volatile acidity\": \"0.24\", \"citric acid\": \"0.49\", \"residual sugar\": \"19.3\", \"chlorides\": \"0.057\", \"free sulfur dioxide\": \"55\", \"total sulfur dioxide\": \"247\", \"density\": \"1.00055\", \"pH\": \"3\", \"sulphates\": \"0.56\", \"alcohol\": \"8.7\", \"quality\": \"5\", \"z_score\": 2.5452988961812117}, {\"fixed acidity\": \"6\", \"volatile acidity\": \"0.28\", \"citric acid\": \"0.29\", \"residual sugar\": \"19.3\", \"chlorides\": \"0.051\", \"free sulfur dioxide\": \"36\", \"total sulfur dioxide\": \"174\", \"density\": \"0.99911\", \"pH\": \"3.14\", \"sulphates\": \"0.5\", \"alcohol\": \"9\", \"quality\": \"5\", \"z_score\": 2.5452988961812117}, {\"fixed acidity\": \"6\", \"volatile acidity\": \"0.28\", \"citric acid\": \"0.29\", \"residual sugar\": \"19.3\", \"chlorides\": \"0.051\", \"free sulfur dioxide\": \"36\", \"total sulfur dioxide\": \"174\", \"density\": \"0.99911\", \"pH\": \"3.14\", \"sulphates\": \"0.5\", \"alcohol\": \"9\", \"quality\": \"5\", \"z_score\": 2.5452988961812117}, {\"fixed acidity\": \"6\", \"volatile acidity\": \"0.28\", \"citric acid\": \"0.29\", \"residual sugar\": \"19.3\", \"chlorides\": \"0.051\", \"free sulfur dioxide\": \"36\", \"total sulfur dioxide\": \"174\", \"density\": \"0.99911\", \"pH\": \"3.14\", \"sulphates\": \"0.5\", \"alcohol\": \"9\", \"quality\": \"5\", \"z_score\": 2.5452988961812117}, {\"fixed acidity\": \"8.3\", \"volatile acidity\": \"0.42\", \"citric acid\": \"0.62\", \"residual sugar\": \"19.25\", \"chlorides\": \"0.04\", \"free sulfur dioxide\": \"41\", \"total sulfur dioxide\": \"172\", \"density\": \"1.0002\", \"pH\": \"2.98\", \"sulphates\": \"0.67\", \"alcohol\": \"9.7\", \"quality\": \"5\", \"z_score\": 2.535439957849826}, {\"fixed acidity\": \"6.9\", \"volatile acidity\": \"0.19\", \"citric acid\": \"0.31\", \"residual sugar\": \"19.25\", \"chlorides\": \"0.043\", \"free sulfur dioxide\": \"38\", \"total sulfur dioxide\": \"167\", \"density\": \"0.99954\", \"pH\": \"2.93\", \"sulphates\": \"0.52\", \"alcohol\": \"9.1\", \"quality\": \"7\", \"z_score\": 2.535439957849826}, {\"fixed acidity\": \"6.9\", \"volatile acidity\": \"0.19\", \"citric acid\": \"0.31\", \"residual sugar\": \"19.25\", \"chlorides\": \"0.043\", \"free sulfur dioxide\": \"38\", \"total sulfur dioxide\": \"167\", \"density\": \"0.99954\", \"pH\": \"2.93\", \"sulphates\": \"0.52\", \"alcohol\": \"9.1\", \"quality\": \"7\", \"z_score\": 2.535439957849826}, {\"fixed acidity\": \"8\", \"volatile acidity\": \"0.27\", \"citric acid\": \"0.25\", \"residual sugar\": \"19.1\", \"chlorides\": \"0.045\", \"free sulfur dioxide\": \"50\", \"total sulfur dioxide\": \"208\", \"density\": \"1.00051\", \"pH\": \"3.05\", \"sulphates\": \"0.5\", \"alcohol\": \"9.2\", \"quality\": \"6\", \"z_score\": 2.505863142855669}, {\"fixed acidity\": \"7.2\", \"volatile acidity\": \"0.25\", \"citric acid\": \"0.39\", \"residual sugar\": \"18.95\", \"chlorides\": \"0.038\", \"free sulfur dioxide\": \"42\", \"total sulfur dioxide\": \"155\", \"density\": \"0.9999\", \"pH\": \"2.97\", \"sulphates\": \"0.47\", \"alcohol\": \"9\", \"quality\": \"6\", \"z_score\": 2.476286327861511}, {\"fixed acidity\": \"7.2\", \"volatile acidity\": \"0.25\", \"citric acid\": \"0.39\", \"residual sugar\": \"18.95\", \"chlorides\": \"0.038\", \"free sulfur dioxide\": \"42\", \"total sulfur dioxide\": \"155\", \"density\": \"0.9999\", \"pH\": \"2.97\", \"sulphates\": \"0.47\", \"alcohol\": \"9\", \"quality\": \"6\", \"z_score\": 2.476286327861511}, {\"fixed acidity\": \"7.7\", \"volatile acidity\": \"0.3\", \"citric acid\": \"0.26\", \"residual sugar\": \"18.95\", \"chlorides\": \"0.053\", \"free sulfur dioxide\": \"36\", \"total sulfur dioxide\": \"174\", \"density\": \"0.99976\", \"pH\": \"3.2\", \"sulphates\": \"0.5\", \"alcohol\": \"10.4\", \"quality\": \"5\", \"z_score\": 2.476286327861511}, {\"fixed acidity\": \"7.5\", \"volatile acidity\": \"0.305\", \"citric acid\": \"0.4\", \"residual sugar\": \"18.9\", \"chlorides\": \"0.059\", \"free sulfur dioxide\": \"44\", \"total sulfur dioxide\": \"170\", \"density\": \"1\", \"pH\": \"2.99\", \"sulphates\": \"0.46\", \"alcohol\": \"9\", \"quality\": \"5\", \"z_score\": 2.466427389530125}, {\"fixed acidity\": \"8.4\", \"volatile acidity\": \"0.22\", \"citric acid\": \"0.28\", \"residual sugar\": \"18.8\", \"chlorides\": \"0.028\", \"free sulfur dioxide\": \"55\", \"total sulfur dioxide\": \"130\", \"density\": \"0.998\", \"pH\": \"2.96\", \"sulphates\": \"0.35\", \"alcohol\": \"11.6\", \"quality\": \"5\", \"z_score\": 2.446709512867354}, {\"fixed acidity\": \"7.2\", \"volatile acidity\": \"0.23\", \"citric acid\": \"0.25\", \"residual sugar\": \"18.8\", \"chlorides\": \"0.085\", \"free sulfur dioxide\": \"19\", \"total sulfur dioxide\": \"111\", \"density\": \"1.00044\", \"pH\": \"3.1\", \"sulphates\": \"0.51\", \"alcohol\": \"8.7\", \"quality\": \"5\", \"z_score\": 2.446709512867354}, {\"fixed acidity\": \"7.2\", \"volatile acidity\": \"0.23\", \"citric acid\": \"0.25\", \"residual sugar\": \"18.8\", \"chlorides\": \"0.085\", \"free sulfur dioxide\": \"19\", \"total sulfur dioxide\": \"111\", \"density\": \"1.00044\", \"pH\": \"3.1\", \"sulphates\": \"0.51\", \"alcohol\": \"8.7\", \"quality\": \"5\", \"z_score\": 2.446709512867354}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.49}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b8989365768b5c56a9b8f0cd22e63799d74ad366 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:36:01.329664+00:00", + "ended_at": "2026-05-04T09:36:15.571199+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_661c22045b13bcfa", + "problem_id": "v2p_n3_9ccdd25011b1bae8", + "dataset_id": "n3", + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=residual sugar.", + "bindings": { + "measure_col": "residual sugar", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=135" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_661c22045b13bcfa.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_661c22045b13bcfa", + "api_calls": 0, + "input_tokens": 22378, + "cached_input_tokens": 20864, + "output_tokens": 326, + "total_tokens": 22704, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2287, + "estimated_output_tokens": 279, + "estimated_total_tokens": 2566, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14206.42, + "sql_execution_elapsed_ms_total": 5.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_661c22045b13bcfa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a1844f7ddcb0bb7d62ba81cdcedc742e98d2e48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:36:15.557232+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14206.42, "started_at": "2026-05-04T09:36:01.332211+00:00", "ended_at": "2026-05-04T09:36:15.538127+00:00", "prompt_metrics": {"chars": 7929, "bytes_utf8": 7929, "lines": 238, "estimated_tokens": 2287}, "response_metrics": {"chars": 930, "bytes_utf8": 930, "lines": 1, "estimated_tokens": 279}, "usage": {"input_tokens": 22378, "cached_input_tokens": 20864, "output_tokens": 326}, "stderr_preview": "2026-05-04T09:36:01.533340Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:36:03.842546Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.0\\nORDER BY CAST(\\\"residual sugar\\\" AS REAL) DESC;\",\"notes\":\"Repaired the template for SQLite by replacing unsupported STDDEV with a population-standard-deviation expression derived from AVG, and casting the TEXT measure column \\\"residual sugar\\\" to REAL for numeric computation and ordering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5de43dde3299618f3e809164410037d3890b2411 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_661c22045b13bcfa/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_661c22045b13bcfa", + "api_calls": 0, + "input_tokens": 22378, + "cached_input_tokens": 20864, + "output_tokens": 326, + "total_tokens": 22704, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2287, + "estimated_output_tokens": 279, + "estimated_total_tokens": 2566, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14206.42, + "sql_execution_elapsed_ms_total": 5.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_661c22045b13bcfa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df99bd4923febd60fcb1746bf833de6c59beb3d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7696, "bytes_utf8": 7696, "lines": 240, "estimated_tokens": 2201}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 22292, "cached_input_tokens": 20864, "output_tokens": 192}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..42fe8e33f9122150d6328306e42e4a5ba94091ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_664d5139ebfefc17", + "api_calls": 0, + "input_tokens": 22292, + "cached_input_tokens": 20864, + "output_tokens": 192, + "total_tokens": 22484, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2201, + "estimated_output_tokens": 93, + "estimated_total_tokens": 2294, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11749.08, + "sql_execution_elapsed_ms_total": 3.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_664d5139ebfefc17\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3422a592a163106efb10609d5efe9fc27a4de240 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:16:54.261223+00:00", + "ended_at": "2026-05-04T09:17:06.010672+00:00", + "elapsed_ms": 11749.08, + "prompt_metrics": { + "chars": 7696, + "bytes_utf8": 7696, + "lines": 240, + "estimated_tokens": 2201 + }, + "stdout_metrics": { + "chars": 719, + "bytes_utf8": 719, + "lines": 4, + "estimated_tokens": 195 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13261 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 399, + "bytes_utf8": 399, + "lines": 1, + "estimated_tokens": 93 + }, + "usage": { + "input_tokens": 22292, + "cached_input_tokens": 20864, + "output_tokens": 192 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a965af981b38a87cb1d27d4652ae9221ec92c6ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0af7631c97ec6ae6dc7226b3406824282e1a1ee1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df246-b8ee-7d50-bc3a-4ed09d54e784"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"fixed acidity\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Mean template with group_col and measure_col both bound to \\\"fixed acidity\\\". CAST to REAL ensures SQLite computes a numeric average from TEXT-typed values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22292,"cached_input_tokens":20864,"output_tokens":192}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eee76de16573299c79b00fb88240a7cdc7ea5259 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"fixed acidity\", AVG(CAST(\"fixed acidity\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY avg_measure DESC;","notes":"Used the required Grouped Numeric Mean template with group_col and measure_col both bound to \"fixed acidity\". CAST to REAL ensures SQLite computes a numeric average from TEXT-typed values."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e51912053081efd2d90ab90aacc0edd555a0a4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:16:54.460506Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:16:56.811030Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:17:05.261368Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7f0566ed9827821493d8c5d06514380f10c23b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=fixed acidity. +Result preview: [{"fixed acidity": "14.2", "avg_measure": 14.2}, {"fixed acidity": "11.8", "avg_measure": 11.8}, {"fixed acidity": "10.7", "avg_measure": 10.7}, {"fixed acidity": "10.3", "avg_measure": 10.3}, {"fixed acidity": "10.2", "avg_measure": 10.2}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cdc8e2f7f543a2b03ea284dd91b5b848e193144b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_664d5139ebfefc17 +-- problem_id: v2p_n3_51b59d135ca13c86 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("fixed acidity" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0efb5de9e88238e36898c5cd46a30a1a4a72c95e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"fixed acidity\", AVG(CAST(\"fixed acidity\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"fixed acidity\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"14.2\", \"avg_measure\": 14.2}, {\"fixed acidity\": \"11.8\", \"avg_measure\": 11.8}, {\"fixed acidity\": \"10.7\", \"avg_measure\": 10.7}, {\"fixed acidity\": \"10.3\", \"avg_measure\": 10.3}, {\"fixed acidity\": \"10.2\", \"avg_measure\": 10.2}, {\"fixed acidity\": \"10\", \"avg_measure\": 10.0}, {\"fixed acidity\": \"9.9\", \"avg_measure\": 9.9}, {\"fixed acidity\": \"9.8\", \"avg_measure\": 9.8}, {\"fixed acidity\": \"9.7\", \"avg_measure\": 9.7}, {\"fixed acidity\": \"9.6\", \"avg_measure\": 9.6}, {\"fixed acidity\": \"9.5\", \"avg_measure\": 9.5}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 9.4}, {\"fixed acidity\": \"9.3\", \"avg_measure\": 9.3}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 9.2}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 9.1}, {\"fixed acidity\": \"9\", \"avg_measure\": 9.0}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 8.9}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 8.8}, {\"fixed acidity\": \"8.7\", \"avg_measure\": 8.7}, {\"fixed acidity\": \"8.6\", \"avg_measure\": 8.6}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 8.5}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 8.4}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 8.3}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 8.2}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 8.1}, {\"fixed acidity\": \"8\", \"avg_measure\": 8.0}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 7.9}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 7.8}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 7.7}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 7.6}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 7.5}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 7.4}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 7.299999999999999}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 7.2}, {\"fixed acidity\": \"7.15\", \"avg_measure\": 7.15}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 7.1}, {\"fixed acidity\": \"7\", \"avg_measure\": 7.0}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 6.9}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 6.800000000000001}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 6.7}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 6.6}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 6.5}, {\"fixed acidity\": \"6.45\", \"avg_measure\": 6.45}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 6.4}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 6.299999999999999}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 6.2}, {\"fixed acidity\": \"6.15\", \"avg_measure\": 6.15}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 6.1}, {\"fixed acidity\": \"6\", \"avg_measure\": 6.0}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 5.9}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b6548b3a270ae2b0a8f0989a9994a91aa3ec9fdc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:16:54.259047+00:00", + "ended_at": "2026-05-04T09:17:06.047448+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_664d5139ebfefc17", + "problem_id": "v2p_n3_51b59d135ca13c86", + "dataset_id": "n3", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_664d5139ebfefc17.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_664d5139ebfefc17", + "api_calls": 0, + "input_tokens": 22292, + "cached_input_tokens": 20864, + "output_tokens": 192, + "total_tokens": 22484, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2201, + "estimated_output_tokens": 93, + "estimated_total_tokens": 2294, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11749.08, + "sql_execution_elapsed_ms_total": 3.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_664d5139ebfefc17\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..555a1c9788de8e7b8c072b3562a0ae7024d61374 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_664d5139ebfefc17/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:17:06.035393+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11749.08, "started_at": "2026-05-04T09:16:54.261223+00:00", "ended_at": "2026-05-04T09:17:06.010672+00:00", "prompt_metrics": {"chars": 7696, "bytes_utf8": 7696, "lines": 240, "estimated_tokens": 2201}, "response_metrics": {"chars": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 22292, "cached_input_tokens": 20864, "output_tokens": 192}, "stderr_preview": "2026-05-04T09:16:54.460506Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:16:56.811030Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=citric acid.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "citric acid", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce46b37d4067bae83672fb0798fb59d116023859 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24f-d1e9-7f62-974e-6092cf730883"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"citric acid\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"citric acid\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"citric acid\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(0.9 * \\\"cnt\\\" AS INT) + CASE WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INT) THEN 1 ELSE 0 END\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per quality group via window functions on CAST(\\\"citric acid\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22330,"cached_input_tokens":20864,"output_tokens":424}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdaef855eb3149d2bdaac0643eea307ca8fa2b6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"quality\",\n CAST(\"citric acid\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"citric acid\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"citric acid\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"quality\",\n \"measure_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(0.9 * \"cnt\" AS INT) + CASE WHEN 0.9 * \"cnt\" > CAST(0.9 * \"cnt\" AS INT) THEN 1 ELSE 0 END\n)\nSELECT\n \"quality\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per quality group via window functions on CAST(\"citric acid\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6b66d53630c9ed09e1b7ff392d29e6b98dce3c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:26:50.686772Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:26:53.098040Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:27:05.755741Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b17a70fae02a978b166010c9bb87bbe04703ff71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=citric acid. +Result preview: [{"quality": "5", "percentile_measure": 0.51}, {"quality": "4", "percentile_measure": 0.49}, {"quality": "6", "percentile_measure": 0.49}, {"quality": "9", "percentile_measure": 0.49}, {"quality": "3", "percentile_measure": 0.44}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f9a82f0602950178676b58d4c75b774658cdf480 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_68c5c527a7b90353 +-- problem_id: v2p_n3_77daea18b5fb63a4 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "quality", + CAST("citric acid" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("citric acid" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "quality") AS "cnt" + FROM "n3" + WHERE "quality" IS NOT NULL + AND "citric acid" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "quality", + "measure_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST(0.9 * "cnt" AS INT) + CASE WHEN 0.9 * "cnt" > CAST(0.9 * "cnt" AS INT) THEN 1 ELSE 0 END +) +SELECT + "quality", + "percentile_measure" +FROM "percentile_points" +WHERE "pick_rank" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..76b88194c457b922b30d351456ec49ca437bce85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"quality\",\n CAST(\"citric acid\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"citric acid\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"citric acid\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"quality\",\n \"measure_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(0.9 * \"cnt\" AS INT) + CASE WHEN 0.9 * \"cnt\" > CAST(0.9 * \"cnt\" AS INT) THEN 1 ELSE 0 END\n)\nSELECT\n \"quality\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"citric acid\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"citric acid\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"citric acid\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(0.9 * \\\"cnt\\\" AS INT) + CASE WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INT) THEN 1 ELSE 0 END\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"quality\", \"percentile_measure\"], \"rows\": [{\"quality\": \"5\", \"percentile_measure\": 0.51}, {\"quality\": \"4\", \"percentile_measure\": 0.49}, {\"quality\": \"6\", \"percentile_measure\": 0.49}, {\"quality\": \"9\", \"percentile_measure\": 0.49}, {\"quality\": \"3\", \"percentile_measure\": 0.44}, {\"quality\": \"8\", \"percentile_measure\": 0.44}, {\"quality\": \"7\", \"percentile_measure\": 0.42}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.34}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2e62595984416032b5e0486b8d7610c473a8d5b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:26:50.435678+00:00", + "ended_at": "2026-05-04T09:27:06.618434+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_68c5c527a7b90353", + "problem_id": "v2p_n3_77daea18b5fb63a4", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=citric acid.", + "bindings": { + "group_col": "quality", + "measure_col": "citric acid", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_68c5c527a7b90353.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_68c5c527a7b90353", + "api_calls": 0, + "input_tokens": 22330, + "cached_input_tokens": 20864, + "output_tokens": 424, + "total_tokens": 22754, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2239, + "estimated_output_tokens": 323, + "estimated_total_tokens": 2562, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16129.03, + "sql_execution_elapsed_ms_total": 21.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_68c5c527a7b90353\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7274fe987245188fb42a0ff7d5e09901d6a973f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:27:06.587605+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16129.03, "started_at": "2026-05-04T09:26:50.437620+00:00", "ended_at": "2026-05-04T09:27:06.565879+00:00", "prompt_metrics": {"chars": 7849, "bytes_utf8": 7849, "lines": 240, "estimated_tokens": 2239}, "response_metrics": {"chars": 1089, "bytes_utf8": 1089, "lines": 1, "estimated_tokens": 323}, "usage": {"input_tokens": 22330, "cached_input_tokens": 20864, "output_tokens": 424}, "stderr_preview": "2026-05-04T09:26:50.686772Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:26:53.098040Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(0.9 * \\\"cnt\\\" AS INT) + CASE WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INT) THEN 1 ELSE 0 END\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 9"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..edf7e9e6a9254da5a6f21eb669cfacb7d28d755c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_68c5c527a7b90353/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_68c5c527a7b90353", + "api_calls": 0, + "input_tokens": 22330, + "cached_input_tokens": 20864, + "output_tokens": 424, + "total_tokens": 22754, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2239, + "estimated_output_tokens": 323, + "estimated_total_tokens": 2562, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16129.03, + "sql_execution_elapsed_ms_total": 21.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_68c5c527a7b90353\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88594ca6af82fd152a0cb3208a19c1d5c12cc19a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7860, "bytes_utf8": 7860, "lines": 238, "estimated_tokens": 2256}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 547, "bytes_utf8": 547, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22347, "cached_input_tokens": 21888, "output_tokens": 177}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b5ead33e0d18583ab8cb9c860b27a3d3d6b68e82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_6a87ded0afdada38", + "api_calls": 0, + "input_tokens": 22347, + "cached_input_tokens": 21888, + "output_tokens": 177, + "total_tokens": 22524, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2256, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2389, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14641.57, + "sql_execution_elapsed_ms_total": 11.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_6a87ded0afdada38\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fb81db10abee8ce6dc99112f752fd11d329298e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:31:34.705210+00:00", + "ended_at": "2026-05-04T09:31:49.346554+00:00", + "elapsed_ms": 14641.57, + "prompt_metrics": { + "chars": 7860, + "bytes_utf8": 7860, + "lines": 238, + "estimated_tokens": 2256 + }, + "stdout_metrics": { + "chars": 880, + "bytes_utf8": 880, + "lines": 4, + "estimated_tokens": 243 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13243 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 547, + "bytes_utf8": 547, + "lines": 1, + "estimated_tokens": 133 + }, + "usage": { + "input_tokens": 22347, + "cached_input_tokens": 21888, + "output_tokens": 177 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9691e35d41d714ffc4a78bfc5c4deec1f8981066 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "free sulfur dioxide", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..de9e4957b2dcd86c88d599f56d63ffdf298a7735 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df254-2854-7b12-b055-62d945ca8ab9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"free sulfur dioxide\\\" AS REAL) AS \\\"free sulfur dioxide\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"free sulfur dioxide\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n3\\\"\\n)\\nSELECT \\\"free sulfur dioxide\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"free sulfur dioxide\\\" DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to \\\"free sulfur dioxide\\\" and cast to REAL because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22347,"cached_input_tokens":21888,"output_tokens":177}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a2c52f1db6e727557141f81a195a66426b89a91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"free sulfur dioxide\" AS REAL) AS \"free sulfur dioxide\",\n NTILE(10) OVER (ORDER BY CAST(\"free sulfur dioxide\" AS REAL) DESC) AS tail_bucket\n FROM \"n3\"\n)\nSELECT \"free sulfur dioxide\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"free sulfur dioxide\" DESC;","notes":"Used the planned Quantile Tail Slice template with measure_col bound to \"free sulfur dioxide\" and cast to REAL because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f83101e12df1806ef28cc6a3fe7101bffa95288 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:31:34.909521Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:31:37.300940Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:31:48.391598Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d62593bdbbd74fb87b846eeb52fd575861eb8ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=free sulfur dioxide. +Result preview: [{"free sulfur dioxide": 289.0}, {"free sulfur dioxide": 146.5}, {"free sulfur dioxide": 138.5}, {"free sulfur dioxide": 131.0}, {"free sulfur dioxide": 128.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..83808248e56380eba138284027d3c3ae04ade32f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n3_6a87ded0afdada38 +-- problem_id: v2p_n3_eb15554ab47e9cee +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("free sulfur dioxide" AS REAL) AS "free sulfur dioxide", + NTILE(10) OVER (ORDER BY CAST("free sulfur dioxide" AS REAL) DESC) AS tail_bucket + FROM "n3" +) +SELECT "free sulfur dioxide" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "free sulfur dioxide" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6cf54a89c083c13b2bc9d0b15b0047420ab2c9cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"free sulfur dioxide\" AS REAL) AS \"free sulfur dioxide\",\n NTILE(10) OVER (ORDER BY CAST(\"free sulfur dioxide\" AS REAL) DESC) AS tail_bucket\n FROM \"n3\"\n)\nSELECT \"free sulfur dioxide\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"free sulfur dioxide\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"free sulfur dioxide\\\" AS REAL) AS \\\"free sulfur dioxide\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"free sulfur dioxide\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n3\\\"\\n)\\nSELECT \\\"free sulfur dioxide\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"free sulfur dioxide\\\" DESC;\", \"columns\": [\"free sulfur dioxide\"], \"rows\": [{\"free sulfur dioxide\": 289.0}, {\"free sulfur dioxide\": 146.5}, {\"free sulfur dioxide\": 138.5}, {\"free sulfur dioxide\": 131.0}, {\"free sulfur dioxide\": 128.0}, {\"free sulfur dioxide\": 124.0}, {\"free sulfur dioxide\": 122.5}, {\"free sulfur dioxide\": 118.5}, {\"free sulfur dioxide\": 112.0}, {\"free sulfur dioxide\": 110.0}, {\"free sulfur dioxide\": 108.0}, {\"free sulfur dioxide\": 108.0}, {\"free sulfur dioxide\": 108.0}, {\"free sulfur dioxide\": 105.0}, {\"free sulfur dioxide\": 105.0}, {\"free sulfur dioxide\": 101.0}, {\"free sulfur dioxide\": 101.0}, {\"free sulfur dioxide\": 98.0}, {\"free sulfur dioxide\": 98.0}, {\"free sulfur dioxide\": 98.0}, {\"free sulfur dioxide\": 97.0}, {\"free sulfur dioxide\": 96.0}, {\"free sulfur dioxide\": 96.0}, {\"free sulfur dioxide\": 96.0}, {\"free sulfur dioxide\": 95.0}, {\"free sulfur dioxide\": 93.0}, {\"free sulfur dioxide\": 89.0}, {\"free sulfur dioxide\": 88.0}, {\"free sulfur dioxide\": 87.0}, {\"free sulfur dioxide\": 87.0}, {\"free sulfur dioxide\": 87.0}, {\"free sulfur dioxide\": 87.0}, {\"free sulfur dioxide\": 86.0}, {\"free sulfur dioxide\": 86.0}, {\"free sulfur dioxide\": 85.0}, {\"free sulfur dioxide\": 85.0}, {\"free sulfur dioxide\": 83.0}, {\"free sulfur dioxide\": 83.0}, {\"free sulfur dioxide\": 83.0}, {\"free sulfur dioxide\": 83.0}, {\"free sulfur dioxide\": 82.5}, {\"free sulfur dioxide\": 82.0}, {\"free sulfur dioxide\": 82.0}, {\"free sulfur dioxide\": 81.0}, {\"free sulfur dioxide\": 81.0}, {\"free sulfur dioxide\": 81.0}, {\"free sulfur dioxide\": 81.0}, {\"free sulfur dioxide\": 81.0}, {\"free sulfur dioxide\": 81.0}, {\"free sulfur dioxide\": 81.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 11.66}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..86b7dbbde65c0f53666f2e6d90d944cc2d573738 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:31:34.703051+00:00", + "ended_at": "2026-05-04T09:31:49.386317+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_6a87ded0afdada38", + "problem_id": "v2p_n3_eb15554ab47e9cee", + "dataset_id": "n3", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=free sulfur dioxide.", + "bindings": { + "measure_col": "free sulfur dioxide", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=115" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_6a87ded0afdada38.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_6a87ded0afdada38", + "api_calls": 0, + "input_tokens": 22347, + "cached_input_tokens": 21888, + "output_tokens": 177, + "total_tokens": 22524, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2256, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2389, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14641.57, + "sql_execution_elapsed_ms_total": 11.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_6a87ded0afdada38\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f7beabce9cee57cc773195d75e56487524e501a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6a87ded0afdada38/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:31:49.366093+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14641.57, "started_at": "2026-05-04T09:31:34.705210+00:00", "ended_at": "2026-05-04T09:31:49.346554+00:00", "prompt_metrics": {"chars": 7860, "bytes_utf8": 7860, "lines": 238, "estimated_tokens": 2256}, "response_metrics": {"chars": 547, "bytes_utf8": 547, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22347, "cached_input_tokens": 21888, "output_tokens": 177}, "stderr_preview": "2026-05-04T09:31:34.909521Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:31:37.300940Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=density.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "density", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..89f00a80eff883afdbb737ddd1ccf71734fde9f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df247-ed88-7000-9f77-789df5c26203"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"density\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sulphates\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"sulphates\\\" and measure_col=\\\"density\\\". Cast \\\"density\\\" to REAL because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22335,"cached_input_tokens":20864,"output_tokens":182}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..138c8162ee2ffd06805c59c8014c6e6f0679d40d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sulphates\", AVG(CAST(\"density\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY \"sulphates\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"sulphates\" and measure_col=\"density\". Cast \"density\" to REAL because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e385b798baf75bbaf127ebc22e286aff8a183b4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:18:13.434587Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:18:16.031147Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:18:24.393006Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f04123490f297953be11ad9f92953238836e373 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=density. +Result preview: [{"sulphates": "0.27", "avg_measure": 0.9914546153846153, "support": 13}, {"sulphates": "0.28", "avg_measure": 0.9919430769230769, "support": 13}, {"sulphates": "0.29", "avg_measure": 0.993754375, "support": 16}, {"sulphates": "0.3", "avg_measure": 0.9934022580645162, "support": 31}, {"sulphates": "0.31", "avg_measure": 0.9920064285714285, "support": 35}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..878c140a8ba3462c414ebb3560fc85a03a879ac3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_6b9ff07d7c7a3cba +-- problem_id: v2p_n3_5c12db573933079a +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("density" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY "sulphates"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6bfd6d06ea437e46cafe2bc9082147a5aca4d8bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sulphates\", AVG(CAST(\"density\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY \"sulphates\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"density\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sulphates\\\";\", \"columns\": [\"sulphates\", \"avg_measure\", \"support\"], \"rows\": [{\"sulphates\": \"0.27\", \"avg_measure\": 0.9914546153846153, \"support\": 13}, {\"sulphates\": \"0.28\", \"avg_measure\": 0.9919430769230769, \"support\": 13}, {\"sulphates\": \"0.29\", \"avg_measure\": 0.993754375, \"support\": 16}, {\"sulphates\": \"0.3\", \"avg_measure\": 0.9934022580645162, \"support\": 31}, {\"sulphates\": \"0.31\", \"avg_measure\": 0.9920064285714285, \"support\": 35}, {\"sulphates\": \"0.32\", \"avg_measure\": 0.9922951851851851, \"support\": 54}, {\"sulphates\": \"0.33\", \"avg_measure\": 0.9923649152542372, \"support\": 59}, {\"sulphates\": \"0.34\", \"avg_measure\": 0.9929376190476191, \"support\": 84}, {\"sulphates\": \"0.35\", \"avg_measure\": 0.9936574117647059, \"support\": 85}, {\"sulphates\": \"0.36\", \"avg_measure\": 0.9934091666666667, \"support\": 120}, {\"sulphates\": \"0.37\", \"avg_measure\": 0.9932306201550387, \"support\": 129}, {\"sulphates\": \"0.38\", \"avg_measure\": 0.993798785046729, \"support\": 214}, {\"sulphates\": \"0.39\", \"avg_measure\": 0.9934081456953642, \"support\": 151}, {\"sulphates\": \"0.4\", \"avg_measure\": 0.9932621428571429, \"support\": 168}, {\"sulphates\": \"0.41\", \"avg_measure\": 0.9940701079136691, \"support\": 139}, {\"sulphates\": \"0.42\", \"avg_measure\": 0.9937925966850829, \"support\": 181}, {\"sulphates\": \"0.43\", \"avg_measure\": 0.9940754037267081, \"support\": 161}, {\"sulphates\": \"0.44\", \"avg_measure\": 0.9943619907407407, \"support\": 216}, {\"sulphates\": \"0.45\", \"avg_measure\": 0.9943994943820225, \"support\": 178}, {\"sulphates\": \"0.46\", \"avg_measure\": 0.9946836444444445, \"support\": 225}, {\"sulphates\": \"0.47\", \"avg_measure\": 0.9943066279069767, \"support\": 172}, {\"sulphates\": \"0.48\", \"avg_measure\": 0.9942939944134078, \"support\": 179}, {\"sulphates\": \"0.49\", \"avg_measure\": 0.9948456626506025, \"support\": 166}, {\"sulphates\": \"0.5\", \"avg_measure\": 0.995031124497992, \"support\": 249}, {\"sulphates\": \"0.51\", \"avg_measure\": 0.9945918571428572, \"support\": 140}, {\"sulphates\": \"0.52\", \"avg_measure\": 0.9942394871794872, \"support\": 156}, {\"sulphates\": \"0.53\", \"avg_measure\": 0.9944318518518519, \"support\": 135}, {\"sulphates\": \"0.54\", \"avg_measure\": 0.9942120958083833, \"support\": 167}, {\"sulphates\": \"0.55\", \"avg_measure\": 0.9939841176470589, \"support\": 102}, {\"sulphates\": \"0.56\", \"avg_measure\": 0.9940747222222223, \"support\": 108}, {\"sulphates\": \"0.57\", \"avg_measure\": 0.9942562650602409, \"support\": 83}, {\"sulphates\": \"0.58\", \"avg_measure\": 0.9941251515151516, \"support\": 99}, {\"sulphates\": \"0.59\", \"avg_measure\": 0.9938748453608248, \"support\": 97}, {\"sulphates\": \"0.6\", \"avg_measure\": 0.9939188068181818, \"support\": 88}, {\"sulphates\": \"0.61\", \"avg_measure\": 0.9946485555555556, \"support\": 45}, {\"sulphates\": \"0.62\", \"avg_measure\": 0.9936592647058824, \"support\": 68}, {\"sulphates\": \"0.63\", \"avg_measure\": 0.9938893750000001, \"support\": 48}, {\"sulphates\": \"0.64\", \"avg_measure\": 0.993955223880597, \"support\": 67}, {\"sulphates\": \"0.65\", \"avg_measure\": 0.9928510714285714, \"support\": 28}, {\"sulphates\": \"0.66\", \"avg_measure\": 0.9937852777777777, \"support\": 36}, {\"sulphates\": \"0.67\", \"avg_measure\": 0.9953062857142858, \"support\": 35}, {\"sulphates\": \"0.68\", \"avg_measure\": 0.9938720454545454, \"support\": 44}, {\"sulphates\": \"0.69\", \"avg_measure\": 0.9959651666666667, \"support\": 30}, {\"sulphates\": \"0.7\", \"avg_measure\": 0.9934003703703703, \"support\": 27}, {\"sulphates\": \"0.71\", \"avg_measure\": 0.9936616666666667, \"support\": 18}, {\"sulphates\": \"0.72\", \"avg_measure\": 0.9935860606060606, \"support\": 33}, {\"sulphates\": \"0.73\", \"avg_measure\": 0.9922, \"support\": 12}, {\"sulphates\": \"0.74\", \"avg_measure\": 0.9930510526315789, \"support\": 19}, {\"sulphates\": \"0.75\", \"avg_measure\": 0.9952486363636364, \"support\": 22}, {\"sulphates\": \"0.76\", \"avg_measure\": 0.9946747368421053, \"support\": 19}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.62}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..760e665e57e89baa724c7ca49dbd28a82d93f35e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:18:13.225746+00:00", + "ended_at": "2026-05-04T09:18:25.342977+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_6b9ff07d7c7a3cba", + "problem_id": "v2p_n3_5c12db573933079a", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=density.", + "bindings": { + "group_col": "sulphates", + "measure_col": "density", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_6b9ff07d7c7a3cba.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_6b9ff07d7c7a3cba", + "api_calls": 0, + "input_tokens": 22335, + "cached_input_tokens": 20864, + "output_tokens": 182, + "total_tokens": 22517, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2246, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2364, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12070.69, + "sql_execution_elapsed_ms_total": 5.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_6b9ff07d7c7a3cba\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96b96b069938d82642fe95bee5d4792b57f9b17a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:18:25.321985+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12070.69, "started_at": "2026-05-04T09:18:13.230160+00:00", "ended_at": "2026-05-04T09:18:25.300952+00:00", "prompt_metrics": {"chars": 7818, "bytes_utf8": 7818, "lines": 240, "estimated_tokens": 2246}, "response_metrics": {"chars": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22335, "cached_input_tokens": 20864, "output_tokens": 182}, "stderr_preview": "2026-05-04T09:18:13.434587Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:18:16.031147Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"sulphates\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"sulphates\\\" and measure_col=\\\"density\\\". Cast \\\"density\\\" to REAL because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1c0e8b2d31ef99f5e5ea47748cdc092c855a6e84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6b9ff07d7c7a3cba/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_6b9ff07d7c7a3cba", + "api_calls": 0, + "input_tokens": 22335, + "cached_input_tokens": 20864, + "output_tokens": 182, + "total_tokens": 22517, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2246, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2364, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12070.69, + "sql_execution_elapsed_ms_total": 5.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_6b9ff07d7c7a3cba\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2769a8f5c04113ee9083ebca66f4df7df21ad02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7867, "bytes_utf8": 7867, "lines": 240, "estimated_tokens": 2248}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 504, "bytes_utf8": 504, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22337, "cached_input_tokens": 20864, "output_tokens": 190}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..41e59393d053f88bac83a104d4d5ea11abee3dc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_6cd4044e511c3a83", + "api_calls": 0, + "input_tokens": 22337, + "cached_input_tokens": 20864, + "output_tokens": 190, + "total_tokens": 22527, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2248, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2369, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11808.02, + "sql_execution_elapsed_ms_total": 3.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_6cd4044e511c3a83\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2ee9dfd92b98b71abea41b97708ec0178b3c24b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:34:18.358122+00:00", + "ended_at": "2026-05-04T09:34:30.165890+00:00", + "elapsed_ms": 11808.02, + "prompt_metrics": { + "chars": 7867, + "bytes_utf8": 7867, + "lines": 240, + "estimated_tokens": 2248 + }, + "stdout_metrics": { + "chars": 834, + "bytes_utf8": 834, + "lines": 4, + "estimated_tokens": 233 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13243 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 504, + "bytes_utf8": 504, + "lines": 1, + "estimated_tokens": 121 + }, + "usage": { + "input_tokens": 22337, + "cached_input_tokens": 20864, + "output_tokens": 190 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de37732682264e301f138508bfe38623bd2bbcb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9cd1fb06d001597b37514b3c5bf65e0c022a1981 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df256-a77d-7fc2-a50c-8c881e3b5cfd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"free sulfur dioxide\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING SUM(CAST(\\\"free sulfur dioxide\\\" AS REAL)) > 46.0\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"free sulfur dioxide\\\". Cast the measure column to REAL because the SQLite schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22337,"cached_input_tokens":20864,"output_tokens":190}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c454f7a612c2c9b1a36f6e7c7feb98add4fc9a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"fixed acidity\", SUM(CAST(\"free sulfur dioxide\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING SUM(CAST(\"free sulfur dioxide\" AS REAL)) > 46.0\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"fixed acidity\" and measure_col=\"free sulfur dioxide\". Cast the measure column to REAL because the SQLite schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..566e3276b6ea1c6522ccfa87c152307b168a3a45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:34:18.557993Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:34:20.940218Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:34:29.114878Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5a9b47cd697de563266f1bc6e41d335b78fdd57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide. +Result preview: [{"fixed acidity": "6.8", "total_measure": 11829.0}, {"fixed acidity": "6.6", "total_measure": 10597.5}, {"fixed acidity": "6.4", "total_measure": 10403.0}, {"fixed acidity": "6.7", "total_measure": 8735.5}, {"fixed acidity": "6.9", "total_measure": 8309.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..df3c2498571ee004d9bd025ef29f04fe8bdbfa2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_6cd4044e511c3a83 +-- problem_id: v2p_n3_cde2e4e8f2c2053b +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("free sulfur dioxide" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "fixed acidity" +HAVING SUM(CAST("free sulfur dioxide" AS REAL)) > 46.0 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c990c14d91861c7051ec9e39189137384593d35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"fixed acidity\", SUM(CAST(\"free sulfur dioxide\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING SUM(CAST(\"free sulfur dioxide\" AS REAL)) > 46.0\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"free sulfur dioxide\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING SUM(CAST(\\\"free sulfur dioxide\\\" AS REAL)) > 46.0\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"fixed acidity\", \"total_measure\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"total_measure\": 11829.0}, {\"fixed acidity\": \"6.6\", \"total_measure\": 10597.5}, {\"fixed acidity\": \"6.4\", \"total_measure\": 10403.0}, {\"fixed acidity\": \"6.7\", \"total_measure\": 8735.5}, {\"fixed acidity\": \"6.9\", \"total_measure\": 8309.0}, {\"fixed acidity\": \"6.5\", \"total_measure\": 8247.5}, {\"fixed acidity\": \"7\", \"total_measure\": 7631.0}, {\"fixed acidity\": \"7.2\", \"total_measure\": 7338.0}, {\"fixed acidity\": \"6.3\", \"total_measure\": 7333.5}, {\"fixed acidity\": \"7.4\", \"total_measure\": 7296.0}, {\"fixed acidity\": \"6.2\", \"total_measure\": 7129.5}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.67}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2992c1e9623ccaa81dcc6a0797c0e99f7cb42da5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:34:18.352690+00:00", + "ended_at": "2026-05-04T09:34:30.199578+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_6cd4044e511c3a83", + "problem_id": "v2p_n3_cde2e4e8f2c2053b", + "dataset_id": "n3", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=126" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_6cd4044e511c3a83.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_6cd4044e511c3a83", + "api_calls": 0, + "input_tokens": 22337, + "cached_input_tokens": 20864, + "output_tokens": 190, + "total_tokens": 22527, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2248, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2369, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11808.02, + "sql_execution_elapsed_ms_total": 3.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_6cd4044e511c3a83\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0fa2ad8002f920eb202f29625f1218046283c9aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:34:30.187260+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11808.02, "started_at": "2026-05-04T09:34:18.358122+00:00", "ended_at": "2026-05-04T09:34:30.165890+00:00", "prompt_metrics": {"chars": 7867, "bytes_utf8": 7867, "lines": 240, "estimated_tokens": 2248}, "response_metrics": {"chars": 504, "bytes_utf8": 504, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22337, "cached_input_tokens": 20864, "output_tokens": 190}, "stderr_preview": "2026-05-04T09:34:18.557993Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:34:20.940218Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 46.0\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"free sulfur dioxide\\\". Cast the measure column to REAL because the SQLite schema stores values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..028bff44b0f79aa2fa087225477d8868a6499fe9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6cd4044e511c3a83/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_6cd4044e511c3a83", + "api_calls": 0, + "input_tokens": 22337, + "cached_input_tokens": 20864, + "output_tokens": 190, + "total_tokens": 22527, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2248, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2369, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11808.02, + "sql_execution_elapsed_ms_total": 3.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_6cd4044e511c3a83\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fdc5f1e3466534d8ef2e0f1e72607312419d2003 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7975, "bytes_utf8": 7975, "lines": 243, "estimated_tokens": 2300}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 522, "bytes_utf8": 522, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 22391, "cached_input_tokens": 21888, "output_tokens": 150}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5a0095aa48aaf4fc41ff8efb234d756ed0b72da7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_6f82f83f4905c681", + "api_calls": 0, + "input_tokens": 22391, + "cached_input_tokens": 21888, + "output_tokens": 150, + "total_tokens": 22541, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2300, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2429, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14962.76, + "sql_execution_elapsed_ms_total": 5.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_6f82f83f4905c681\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..181a649734c8843f77d0d9a41e815b58c464abe8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:03:20.943212+00:00", + "ended_at": "2026-05-04T09:03:35.905760+00:00", + "elapsed_ms": 14962.76, + "prompt_metrics": { + "chars": 7975, + "bytes_utf8": 7975, + "lines": 243, + "estimated_tokens": 2300 + }, + "stdout_metrics": { + "chars": 859, + "bytes_utf8": 859, + "lines": 4, + "estimated_tokens": 246 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13231 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 522, + "bytes_utf8": 522, + "lines": 1, + "estimated_tokens": 129 + }, + "usage": { + "input_tokens": 22391, + "cached_input_tokens": 21888, + "output_tokens": 150 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f57b246e96b725c4f275b66dc4f0a9e79567e4c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "3", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebf7e248c274bf4c1b24ca375e35e8b61a9686d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23a-5cc5-7c10-9be8-2c0db9b812d7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '3' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with the bound roles: group_col=\\\"fixed acidity\\\", group_col_2=\\\"quality\\\", target_col=\\\"quality\\\", target_value='3'. Kept the query SQLite-compatible and limited it to the single provided table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22391,"cached_input_tokens":21888,"output_tokens":150}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca6b4ce060e0ae71fe42bf67e4b698ba988f3fb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '3' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with the bound roles: group_col=\"fixed acidity\", group_col_2=\"quality\", target_col=\"quality\", target_value='3'. Kept the query SQLite-compatible and limited it to the single provided table and columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66754d72548dd716a0903545cb39571501ba3d8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:03:24.501795Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:03:27.374415Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:03:35.170689Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b3f3b579be8bdbc7a1425f999ff3cac29a5234e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality. +Result preview: [{"fixed acidity": "10.3", "quality": "3", "target_rate": 1.0}, {"fixed acidity": "11.8", "quality": "3", "target_rate": 1.0}, {"fixed acidity": "4.2", "quality": "3", "target_rate": 1.0}, {"fixed acidity": "5.8", "quality": "3", "target_rate": 1.0}, {"fixed acidity": "6.1", "quality": "3", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f11898eb6c73083dc26e0dbeec43ae1c735dbc4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_6f82f83f4905c681 +-- problem_id: v2p_n3_a45bc63763bab473 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '3' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..760b6d98614498b85ac8497923b2a8abb21d9568 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '3' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '3' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"fixed acidity\", \"quality\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"10.3\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"11.8\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.2\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.8\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.7\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.8\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.1\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.5\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.6\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.9\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.3\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.5\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.6\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.1\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.4\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"10\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.2\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.3\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.7\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"14.2\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"3.8\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"3.9\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.2\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.5\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.6\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.1\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.1\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.1\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.2\", \"quality\": \"4\", \"target_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1728ce61a43c549b128eb625abe92b90755f9ee4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:03:20.940817+00:00", + "ended_at": "2026-05-04T09:03:35.938400+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_6f82f83f4905c681", + "problem_id": "v2p_n3_a45bc63763bab473", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "3", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_6f82f83f4905c681.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_6f82f83f4905c681", + "api_calls": 0, + "input_tokens": 22391, + "cached_input_tokens": 21888, + "output_tokens": 150, + "total_tokens": 22541, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2300, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2429, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14962.76, + "sql_execution_elapsed_ms_total": 5.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_6f82f83f4905c681\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e39f1f4a7d13012bde476309e3d4ec0b4a479b6d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_6f82f83f4905c681/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:03:35.924508+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14962.76, "started_at": "2026-05-04T09:03:20.943212+00:00", "ended_at": "2026-05-04T09:03:35.905760+00:00", "prompt_metrics": {"chars": 7975, "bytes_utf8": 7975, "lines": 243, "estimated_tokens": 2300}, "response_metrics": {"chars": 522, "bytes_utf8": 522, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 22391, "cached_input_tokens": 21888, "output_tokens": 150}, "stderr_preview": "2026-05-04T09:03:24.501795Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:03:27.374415Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_718776e8690ab769/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_718776e8690ab769/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79dc258f9465aad18b15d51f964dc3a78635adc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_718776e8690ab769/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_718776e8690ab769\n-- problem_id: v2p_n3_5a2eb5deb1dd7b2a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"pH\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"pH\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_718776e8690ab769\\n-- problem_id: v2p_n3_5a2eb5deb1dd7b2a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"pH\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"pH\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"pH\", \"support\", \"avg_response\"], \"rows\": [{\"pH\": \"3.14\", \"support\": 172, \"avg_response\": 7.038953488372093}, {\"pH\": \"3.16\", \"support\": 164, \"avg_response\": 6.901219512195122}, {\"pH\": \"3.22\", \"support\": 146, \"avg_response\": 6.623287671232877}, {\"pH\": \"3.19\", \"support\": 145, \"avg_response\": 6.731724137931034}, {\"pH\": \"3.18\", \"support\": 138, \"avg_response\": 6.82463768115942}, {\"pH\": \"3.2\", \"support\": 137, \"avg_response\": 6.824087591240875}, {\"pH\": \"3.08\", \"support\": 136, \"avg_response\": 7.118382352941176}, {\"pH\": \"3.15\", \"support\": 136, \"avg_response\": 6.993382352941176}, {\"pH\": \"3.1\", \"support\": 135, \"avg_response\": 7.043703703703703}, {\"pH\": \"3.12\", \"support\": 134, \"avg_response\": 7.056716417910448}, {\"pH\": \"3.24\", \"support\": 132, \"avg_response\": 6.541666666666667}, {\"pH\": \"3.11\", \"support\": 126, \"avg_response\": 7.048412698412698}, {\"pH\": \"3.17\", \"support\": 124, \"avg_response\": 6.904032258064516}, {\"pH\": \"3.13\", \"support\": 117, \"avg_response\": 7.132478632478633}, {\"pH\": \"3.23\", \"support\": 116, \"avg_response\": 6.688793103448275}, {\"pH\": \"3.06\", \"support\": 115, \"avg_response\": 7.167826086956521}, {\"pH\": \"3.25\", \"support\": 114, \"avg_response\": 6.685964912280702}, {\"pH\": \"3.04\", \"support\": 97, \"avg_response\": 7.257731958762887}, {\"pH\": \"3.26\", \"support\": 96, \"avg_response\": 6.594791666666667}, {\"pH\": \"3.21\", \"support\": 95, \"avg_response\": 6.757894736842105}, {\"pH\": \"3.3\", \"support\": 93, \"avg_response\": 6.398924731182796}, {\"pH\": \"3.09\", \"support\": 92, \"avg_response\": 7.107608695652174}, {\"pH\": \"3.05\", \"support\": 89, \"avg_response\": 7.2202247191011235}, {\"pH\": \"3.27\", \"support\": 88, \"avg_response\": 6.651704545454546}, {\"pH\": \"3.28\", \"support\": 87, \"avg_response\": 6.6402298850574715}, {\"pH\": \"3.32\", \"support\": 86, \"avg_response\": 6.4220930232558135}, {\"pH\": \"3.36\", \"support\": 83, \"avg_response\": 6.32289156626506}, {\"pH\": \"3.29\", \"support\": 82, \"avg_response\": 6.5878048780487815}, {\"pH\": \"3.07\", \"support\": 79, \"avg_response\": 7.054430379746835}, {\"pH\": \"3.34\", \"support\": 79, \"avg_response\": 6.525316455696203}, {\"pH\": \"3.31\", \"support\": 79, \"avg_response\": 6.389873417721519}, {\"pH\": \"3.03\", \"support\": 78, \"avg_response\": 7.262820512820513}, {\"pH\": \"3\", \"support\": 74, \"avg_response\": 7.271621621621622}, {\"pH\": \"2.99\", \"support\": 68, \"avg_response\": 7.514705882352941}, {\"pH\": \"3.02\", \"support\": 68, \"avg_response\": 7.272058823529412}, {\"pH\": \"2.96\", \"support\": 63, \"avg_response\": 7.484126984126984}, {\"pH\": \"3.38\", \"support\": 58, \"avg_response\": 6.432758620689656}, {\"pH\": \"3.01\", \"support\": 49, \"avg_response\": 7.383673469387755}, {\"pH\": \"3.37\", \"support\": 49, \"avg_response\": 6.518367346938775}, {\"pH\": \"3.33\", \"support\": 49, \"avg_response\": 6.455102040816326}, {\"pH\": \"3.42\", \"support\": 48, \"avg_response\": 6.433333333333334}, {\"pH\": \"3.35\", \"support\": 48, \"avg_response\": 6.420833333333333}, {\"pH\": \"2.98\", \"support\": 41, \"avg_response\": 7.326829268292682}, {\"pH\": \"3.39\", \"support\": 40, \"avg_response\": 6.3774999999999995}, {\"pH\": \"3.4\", \"support\": 39, \"avg_response\": 6.592307692307693}, {\"pH\": \"2.93\", \"support\": 38, \"avg_response\": 7.757894736842106}, {\"pH\": \"2.94\", \"support\": 35, \"avg_response\": 7.525714285714285}, {\"pH\": \"3.44\", \"support\": 33, \"avg_response\": 6.278787878787878}, {\"pH\": \"2.97\", \"support\": 32, \"avg_response\": 6.99375}, {\"pH\": \"2.9\", \"support\": 31, \"avg_response\": 7.55483870967742}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.72}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_718776e8690ab769/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_718776e8690ab769/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..58c8cc8de90745ef44e26acc239076c7e87e1203 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_718776e8690ab769/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.369017+00:00", + "ended_at": "2026-05-04T09:37:05.382292+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_718776e8690ab769", + "problem_id": "v2p_n3_5a2eb5deb1dd7b2a", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=fixed acidity, key_col=pH.", + "bindings": { + "key_col": "pH", + "measure_col": "fixed acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=29", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 29, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_718776e8690ab769.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_718776e8690ab769/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_718776e8690ab769/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_718776e8690ab769/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..057525ab74ce503e2461f60e1a8e221b2f1cf1c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7823, "bytes_utf8": 7823, "lines": 240, "estimated_tokens": 2243}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22332, "cached_input_tokens": 21888, "output_tokens": 143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..78dbc4e8a30ff26d38056f70083822417dac64d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_721fdcd10874ee1b", + "api_calls": 0, + "input_tokens": 22332, + "cached_input_tokens": 21888, + "output_tokens": 143, + "total_tokens": 22475, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2243, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2350, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11729.83, + "sql_execution_elapsed_ms_total": 3.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_721fdcd10874ee1b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5082d455c1dcaa25f4ae821392243036bd5ac325 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:20:59.699037+00:00", + "ended_at": "2026-05-04T09:21:11.428722+00:00", + "elapsed_ms": 11729.83, + "prompt_metrics": { + "chars": 7823, + "bytes_utf8": 7823, + "lines": 240, + "estimated_tokens": 2243 + }, + "stdout_metrics": { + "chars": 748, + "bytes_utf8": 748, + "lines": 4, + "estimated_tokens": 219 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13171 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 415, + "bytes_utf8": 415, + "lines": 1, + "estimated_tokens": 107 + }, + "usage": { + "input_tokens": 22332, + "cached_input_tokens": 21888, + "output_tokens": 143 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b25bb11c5cdc875f7cff5e1b8e9a818ec169bf42 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=residual sugar.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "quality", + "measure_col": "residual sugar", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f59739a84c6cf1b6818b1ef89325e26ab6768219 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24a-77bb-7ee1-8696-97a60bb1ef6f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"residual sugar\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"quality\\\";\",\"notes\":\"Used the provided template with group_col=\\\"quality\\\" and measure_col=\\\"residual sugar\\\". Cast \\\"residual sugar\\\" from TEXT to REAL for a correct numeric average in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22332,"cached_input_tokens":21888,"output_tokens":143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39b0e3c59c4c106e96d7207349835ce5f91d1ff2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"quality\", AVG(CAST(\"residual sugar\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY \"quality\";","notes":"Used the provided template with group_col=\"quality\" and measure_col=\"residual sugar\". Cast \"residual sugar\" from TEXT to REAL for a correct numeric average in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7382a3ce78a05126c27c3f734cce0468fdd51d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:20:59.905112Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:21:02.280311Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:21:10.546178Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9649fdb94f3cbccbd0ca33eec1948c9c1a498316 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=residual sugar. +Result preview: [{"quality": "3", "avg_measure": 6.3925, "support": 20}, {"quality": "4", "avg_measure": 4.6282208588957054, "support": 163}, {"quality": "5", "avg_measure": 7.33496911461908, "support": 1457}, {"quality": "6", "avg_measure": 6.441606005459509, "support": 2198}, {"quality": "7", "avg_measure": 5.186477272727273, "support": 880}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f3f05a80a7bf8a24c6faef1cd6c5c35ff3417abd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_721fdcd10874ee1b +-- problem_id: v2p_n3_3d1b33e2bf0cc87c +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("residual sugar" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY "quality"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..204982476ab0a510f99f1c3caa90e6e139035bc0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"quality\", AVG(CAST(\"residual sugar\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY \"quality\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"residual sugar\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"quality\\\";\", \"columns\": [\"quality\", \"avg_measure\", \"support\"], \"rows\": [{\"quality\": \"3\", \"avg_measure\": 6.3925, \"support\": 20}, {\"quality\": \"4\", \"avg_measure\": 4.6282208588957054, \"support\": 163}, {\"quality\": \"5\", \"avg_measure\": 7.33496911461908, \"support\": 1457}, {\"quality\": \"6\", \"avg_measure\": 6.441606005459509, \"support\": 2198}, {\"quality\": \"7\", \"avg_measure\": 5.186477272727273, \"support\": 880}, {\"quality\": \"8\", \"avg_measure\": 5.671428571428572, \"support\": 175}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.51}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..85219c83dbd0e46db2eba501f0909835c793c700 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:20:59.696107+00:00", + "ended_at": "2026-05-04T09:21:11.457818+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_721fdcd10874ee1b", + "problem_id": "v2p_n3_3d1b33e2bf0cc87c", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=residual sugar.", + "bindings": { + "group_col": "quality", + "measure_col": "residual sugar", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=80" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_721fdcd10874ee1b.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_721fdcd10874ee1b", + "api_calls": 0, + "input_tokens": 22332, + "cached_input_tokens": 21888, + "output_tokens": 143, + "total_tokens": 22475, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2243, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2350, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11729.83, + "sql_execution_elapsed_ms_total": 3.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_721fdcd10874ee1b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6fe21b0ed1af0514072ee247fb11a25d7f60bf50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:21:11.447039+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11729.83, "started_at": "2026-05-04T09:20:59.699037+00:00", "ended_at": "2026-05-04T09:21:11.428722+00:00", "prompt_metrics": {"chars": 7823, "bytes_utf8": 7823, "lines": 240, "estimated_tokens": 2243}, "response_metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22332, "cached_input_tokens": 21888, "output_tokens": 143}, "stderr_preview": "2026-05-04T09:20:59.905112Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:21:02.280311Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"quality\\\";\",\"notes\":\"Used the provided template with group_col=\\\"quality\\\" and measure_col=\\\"residual sugar\\\". Cast \\\"residual sugar\\\" from TEXT to REAL for a correct numeric average in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..46bb07ec54fec0904cea8683b519372c6fdd28f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_721fdcd10874ee1b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_721fdcd10874ee1b", + "api_calls": 0, + "input_tokens": 22332, + "cached_input_tokens": 21888, + "output_tokens": 143, + "total_tokens": 22475, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2243, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2350, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11729.83, + "sql_execution_elapsed_ms_total": 3.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_721fdcd10874ee1b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad7b778d1f8327b3ce6906500c33a61282d5012d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"volatile acidity": "0.28", "support": 263, "avg_response": 0.3444106463878327}, {"volatile acidity": "0.24", "support": 253, "avg_response": 0.33075098814229253}, {"volatile acidity": "0.26", "support": 240, "avg_response": 0.33716666666666667}, {"volatile acidity": "0.25", "support": 231, "avg_response": 0.3458874458874459}, {"volatile acidity": "0.22", "support": 229, "avg_response": 0.33641921397379915}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..90ce90fcb0399e710b65a4fca2216883cd902cb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_72ef3e3efaa987ae +-- problem_id: v2p_n3_f3e380515c8df8b8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "volatile acidity", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "volatile acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b4ca664355cf9f303abddce5e13dafb3ba75ea83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_72ef3e3efaa987ae\n-- problem_id: v2p_n3_f3e380515c8df8b8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"volatile acidity\",\n COUNT(*) AS support,\n AVG(\"citric acid\") AS avg_response\nFROM \"n3\"\nGROUP BY \"volatile acidity\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_72ef3e3efaa987ae\\n-- problem_id: v2p_n3_f3e380515c8df8b8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"volatile acidity\\\",\\n COUNT(*) AS support,\\n AVG(\\\"citric acid\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"volatile acidity\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"volatile acidity\", \"support\", \"avg_response\"], \"rows\": [{\"volatile acidity\": \"0.28\", \"support\": 263, \"avg_response\": 0.3444106463878327}, {\"volatile acidity\": \"0.24\", \"support\": 253, \"avg_response\": 0.33075098814229253}, {\"volatile acidity\": \"0.26\", \"support\": 240, \"avg_response\": 0.33716666666666667}, {\"volatile acidity\": \"0.25\", \"support\": 231, \"avg_response\": 0.3458874458874459}, {\"volatile acidity\": \"0.22\", \"support\": 229, \"avg_response\": 0.33641921397379915}, {\"volatile acidity\": \"0.27\", \"support\": 218, \"avg_response\": 0.3420642201834862}, {\"volatile acidity\": \"0.23\", \"support\": 216, \"avg_response\": 0.34041666666666665}, {\"volatile acidity\": \"0.2\", \"support\": 214, \"avg_response\": 0.35149532710280373}, {\"volatile acidity\": \"0.3\", \"support\": 198, \"avg_response\": 0.3501010101010101}, {\"volatile acidity\": \"0.21\", \"support\": 191, \"avg_response\": 0.36424083769633514}, {\"volatile acidity\": \"0.32\", \"support\": 182, \"avg_response\": 0.3140659340659341}, {\"volatile acidity\": \"0.18\", \"support\": 177, \"avg_response\": 0.35502824858757065}, {\"volatile acidity\": \"0.19\", \"support\": 170, \"avg_response\": 0.3558235294117647}, {\"volatile acidity\": \"0.29\", \"support\": 160, \"avg_response\": 0.3443125}, {\"volatile acidity\": \"0.31\", \"support\": 148, \"avg_response\": 0.33385135135135136}, {\"volatile acidity\": \"0.16\", \"support\": 141, \"avg_response\": 0.34290780141843974}, {\"volatile acidity\": \"0.17\", \"support\": 140, \"avg_response\": 0.3440714285714286}, {\"volatile acidity\": \"0.34\", \"support\": 135, \"avg_response\": 0.3276296296296296}, {\"volatile acidity\": \"0.33\", \"support\": 134, \"avg_response\": 0.3098507462686567}, {\"volatile acidity\": \"0.36\", \"support\": 104, \"avg_response\": 0.34019230769230774}, {\"volatile acidity\": \"0.15\", \"support\": 88, \"avg_response\": 0.3494318181818182}, {\"volatile acidity\": \"0.35\", \"support\": 86, \"avg_response\": 0.3391860465116279}, {\"volatile acidity\": \"0.37\", \"support\": 65, \"avg_response\": 0.3323076923076923}, {\"volatile acidity\": \"0.38\", \"support\": 63, \"avg_response\": 0.30047619047619045}, {\"volatile acidity\": \"0.39\", \"support\": 61, \"avg_response\": 0.3486885245901639}, {\"volatile acidity\": \"0.4\", \"support\": 59, \"avg_response\": 0.348135593220339}, {\"volatile acidity\": \"0.14\", \"support\": 56, \"avg_response\": 0.3619642857142857}, {\"volatile acidity\": \"0.41\", \"support\": 54, \"avg_response\": 0.24888888888888888}, {\"volatile acidity\": \"0.44\", \"support\": 46, \"avg_response\": 0.30434782608695654}, {\"volatile acidity\": \"0.13\", \"support\": 44, \"avg_response\": 0.3436363636363637}, {\"volatile acidity\": \"0.42\", \"support\": 36, \"avg_response\": 0.3313888888888889}, {\"volatile acidity\": \"0.43\", \"support\": 35, \"avg_response\": 0.358}, {\"volatile acidity\": \"0.12\", \"support\": 34, \"avg_response\": 0.3179411764705882}, {\"volatile acidity\": \"0.46\", \"support\": 30, \"avg_response\": 0.2816666666666666}, {\"volatile acidity\": \"0.45\", \"support\": 25, \"avg_response\": 0.3312}, {\"volatile acidity\": \"0.48\", \"support\": 17, \"avg_response\": 0.29411764705882354}, {\"volatile acidity\": \"0.47\", \"support\": 15, \"avg_response\": 0.266}, {\"volatile acidity\": \"0.49\", \"support\": 14, \"avg_response\": 0.35428571428571426}, {\"volatile acidity\": \"0.5\", \"support\": 14, \"avg_response\": 0.265}, {\"volatile acidity\": \"0.55\", \"support\": 14, \"avg_response\": 0.23357142857142857}, {\"volatile acidity\": \"0.11\", \"support\": 13, \"avg_response\": 0.33615384615384614}, {\"volatile acidity\": \"0.255\", \"support\": 10, \"avg_response\": 0.4}, {\"volatile acidity\": \"0.52\", \"support\": 10, \"avg_response\": 0.344}, {\"volatile acidity\": \"0.51\", \"support\": 10, \"avg_response\": 0.277}, {\"volatile acidity\": \"0.54\", \"support\": 10, \"avg_response\": 0.193}, {\"volatile acidity\": \"0.345\", \"support\": 9, \"avg_response\": 0.40444444444444444}, {\"volatile acidity\": \"0.56\", \"support\": 9, \"avg_response\": 0.23444444444444443}, {\"volatile acidity\": \"0.53\", \"support\": 8, \"avg_response\": 0.20875}, {\"volatile acidity\": \"0.64\", \"support\": 7, \"avg_response\": 0.33714285714285713}, {\"volatile acidity\": \"0.61\", \"support\": 7, \"avg_response\": 0.26857142857142857}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.21}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a8a5df90fc6002e3582e655fe1a769efa702fd90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.109390+00:00", + "ended_at": "2026-05-04T09:37:05.117629+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_72ef3e3efaa987ae", + "problem_id": "v2p_n3_f3e380515c8df8b8", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=citric acid, key_col=volatile acidity.", + "bindings": { + "key_col": "volatile acidity", + "measure_col": "citric acid", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_72ef3e3efaa987ae.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7391a661535c940c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7391a661535c940c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..317329b858cfb9c878c817dff96f26dbacbdf719 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7391a661535c940c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"volatile acidity": "0.28", "support": 263, "avg_response": 7.169961977186312}, {"volatile acidity": "0.24", "support": 253, "avg_response": 6.794861660079051}, {"volatile acidity": "0.26", "support": 240, "avg_response": 6.8672916666666675}, {"volatile acidity": "0.25", "support": 231, "avg_response": 7.117532467532468}, {"volatile acidity": "0.22", "support": 229, "avg_response": 7.593668122270743}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7391a661535c940c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7391a661535c940c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1200d935688f469a2fea84c9fe25424fb7bffef8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7391a661535c940c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_7391a661535c940c +-- problem_id: v2p_n3_003787e0a5aeed8d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "volatile acidity", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "volatile acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7391a661535c940c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7391a661535c940c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5f84af5698ed1a5ac053a91ba468d6dec47b0fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7391a661535c940c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_7391a661535c940c\n-- problem_id: v2p_n3_003787e0a5aeed8d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"volatile acidity\",\n COUNT(*) AS support,\n AVG(\"residual sugar\") AS avg_response\nFROM \"n3\"\nGROUP BY \"volatile acidity\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_7391a661535c940c\\n-- problem_id: v2p_n3_003787e0a5aeed8d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"volatile acidity\\\",\\n COUNT(*) AS support,\\n AVG(\\\"residual sugar\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"volatile acidity\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"volatile acidity\", \"support\", \"avg_response\"], \"rows\": [{\"volatile acidity\": \"0.28\", \"support\": 263, \"avg_response\": 7.169961977186312}, {\"volatile acidity\": \"0.24\", \"support\": 253, \"avg_response\": 6.794861660079051}, {\"volatile acidity\": \"0.26\", \"support\": 240, \"avg_response\": 6.8672916666666675}, {\"volatile acidity\": \"0.25\", \"support\": 231, \"avg_response\": 7.117532467532468}, {\"volatile acidity\": \"0.22\", \"support\": 229, \"avg_response\": 7.593668122270743}, {\"volatile acidity\": \"0.27\", \"support\": 218, \"avg_response\": 6.447477064220183}, {\"volatile acidity\": \"0.23\", \"support\": 216, \"avg_response\": 7.430787037037037}, {\"volatile acidity\": \"0.2\", \"support\": 214, \"avg_response\": 5.481542056074766}, {\"volatile acidity\": \"0.3\", \"support\": 198, \"avg_response\": 5.945707070707071}, {\"volatile acidity\": \"0.21\", \"support\": 191, \"avg_response\": 5.857853403141361}, {\"volatile acidity\": \"0.32\", \"support\": 182, \"avg_response\": 6.449175824175824}, {\"volatile acidity\": \"0.18\", \"support\": 177, \"avg_response\": 5.8144067796610175}, {\"volatile acidity\": \"0.19\", \"support\": 170, \"avg_response\": 6.431470588235293}, {\"volatile acidity\": \"0.29\", \"support\": 160, \"avg_response\": 6.8859375}, {\"volatile acidity\": \"0.31\", \"support\": 148, \"avg_response\": 6.4402027027027025}, {\"volatile acidity\": \"0.16\", \"support\": 141, \"avg_response\": 5.04822695035461}, {\"volatile acidity\": \"0.17\", \"support\": 140, \"avg_response\": 4.571071428571429}, {\"volatile acidity\": \"0.34\", \"support\": 135, \"avg_response\": 6.471851851851852}, {\"volatile acidity\": \"0.33\", \"support\": 134, \"avg_response\": 6.741791044776119}, {\"volatile acidity\": \"0.36\", \"support\": 104, \"avg_response\": 6.359615384615385}, {\"volatile acidity\": \"0.15\", \"support\": 88, \"avg_response\": 5.625568181818182}, {\"volatile acidity\": \"0.35\", \"support\": 86, \"avg_response\": 7.267441860465116}, {\"volatile acidity\": \"0.37\", \"support\": 65, \"avg_response\": 5.783846153846154}, {\"volatile acidity\": \"0.38\", \"support\": 63, \"avg_response\": 6.934126984126984}, {\"volatile acidity\": \"0.39\", \"support\": 61, \"avg_response\": 6.44672131147541}, {\"volatile acidity\": \"0.4\", \"support\": 59, \"avg_response\": 6.986440677966102}, {\"volatile acidity\": \"0.14\", \"support\": 56, \"avg_response\": 2.6571428571428575}, {\"volatile acidity\": \"0.41\", \"support\": 54, \"avg_response\": 6.1037037037037045}, {\"volatile acidity\": \"0.44\", \"support\": 46, \"avg_response\": 7.416304347826086}, {\"volatile acidity\": \"0.13\", \"support\": 44, \"avg_response\": 5.139772727272727}, {\"volatile acidity\": \"0.42\", \"support\": 36, \"avg_response\": 7.416666666666667}, {\"volatile acidity\": \"0.43\", \"support\": 35, \"avg_response\": 8.231428571428571}, {\"volatile acidity\": \"0.12\", \"support\": 34, \"avg_response\": 4.544117647058823}, {\"volatile acidity\": \"0.46\", \"support\": 30, \"avg_response\": 6.2733333333333325}, {\"volatile acidity\": \"0.45\", \"support\": 25, \"avg_response\": 8.344}, {\"volatile acidity\": \"0.48\", \"support\": 17, \"avg_response\": 3.8588235294117643}, {\"volatile acidity\": \"0.47\", \"support\": 15, \"avg_response\": 6.99}, {\"volatile acidity\": \"0.55\", \"support\": 14, \"avg_response\": 8.510714285714286}, {\"volatile acidity\": \"0.49\", \"support\": 14, \"avg_response\": 7.896428571428571}, {\"volatile acidity\": \"0.5\", \"support\": 14, \"avg_response\": 5.578571428571428}, {\"volatile acidity\": \"0.11\", \"support\": 13, \"avg_response\": 8.419230769230769}, {\"volatile acidity\": \"0.52\", \"support\": 10, \"avg_response\": 8.0}, {\"volatile acidity\": \"0.54\", \"support\": 10, \"avg_response\": 7.109999999999999}, {\"volatile acidity\": \"0.51\", \"support\": 10, \"avg_response\": 4.430000000000001}, {\"volatile acidity\": \"0.255\", \"support\": 10, \"avg_response\": 3.54}, {\"volatile acidity\": \"0.56\", \"support\": 9, \"avg_response\": 9.06111111111111}, {\"volatile acidity\": \"0.345\", \"support\": 9, \"avg_response\": 8.38888888888889}, {\"volatile acidity\": \"0.53\", \"support\": 8, \"avg_response\": 2.7875}, {\"volatile acidity\": \"0.58\", \"support\": 7, \"avg_response\": 7.3999999999999995}, {\"volatile acidity\": \"0.64\", \"support\": 7, \"avg_response\": 6.607142857142857}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.65}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7391a661535c940c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7391a661535c940c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eb78bcaa43e53678c1e744e270399a03b39b4e58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7391a661535c940c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.120080+00:00", + "ended_at": "2026-05-04T09:37:05.129298+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_7391a661535c940c", + "problem_id": "v2p_n3_003787e0a5aeed8d", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=residual sugar, key_col=volatile acidity.", + "bindings": { + "key_col": "volatile acidity", + "measure_col": "residual sugar", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_7391a661535c940c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7391a661535c940c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7391a661535c940c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7391a661535c940c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94d383294ac349977b793d8e74808f523506c32b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7979, "bytes_utf8": 7979, "lines": 243, "estimated_tokens": 2305}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 493, "bytes_utf8": 493, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22396, "cached_input_tokens": 21888, "output_tokens": 146}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..449d3ebc62aecdfb66f46f85b8753c54deb649cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_73c863a3a1ce8c3a", + "api_calls": 0, + "input_tokens": 22396, + "cached_input_tokens": 21888, + "output_tokens": 146, + "total_tokens": 22542, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2305, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2435, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13439.63, + "sql_execution_elapsed_ms_total": 6.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_73c863a3a1ce8c3a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..94dd47e198c1b6f7c9bac958fc58928e00aa8770 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:01:35.389062+00:00", + "ended_at": "2026-05-04T09:01:48.827617+00:00", + "elapsed_ms": 13439.63, + "prompt_metrics": { + "chars": 7979, + "bytes_utf8": 7979, + "lines": 243, + "estimated_tokens": 2305 + }, + "stdout_metrics": { + "chars": 830, + "bytes_utf8": 830, + "lines": 4, + "estimated_tokens": 242 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 493, + "bytes_utf8": 493, + "lines": 1, + "estimated_tokens": 130 + }, + "usage": { + "input_tokens": 22396, + "cached_input_tokens": 21888, + "output_tokens": 146 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96f2c7ed033c0709cca26b205d27c146a8c92061 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "5", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5606674093e73308f108fc6ea7992890cc1edb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df238-b3cb-7050-8ffd-1909b4f283a8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"fixed acidity\\\", group_col_2=\\\"sulphates\\\", target_col=\\\"quality\\\", target_value='5'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22396,"cached_input_tokens":21888,"output_tokens":146}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41ebf516e432b47a604b61cfe1ac7c8376d1c109 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"fixed acidity\", group_col_2=\"sulphates\", target_col=\"quality\", target_value='5'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5dc60f437170c35ac37ebe1b8e71c0b1d39ab35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:01:35.636338Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:01:38.021444Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:01:48.019350Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a7b4a52c13ea2473c9fd57376984cc73ce0653b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality. +Result preview: [{"fixed acidity": "10.3", "sulphates": "0.59", "target_rate": 1.0}, {"fixed acidity": "4.5", "sulphates": "0.42", "target_rate": 1.0}, {"fixed acidity": "4.6", "sulphates": "0.55", "target_rate": 1.0}, {"fixed acidity": "4.7", "sulphates": "0.34", "target_rate": 1.0}, {"fixed acidity": "4.7", "sulphates": "0.46", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..67f613f286df5f80a6773d69492f6efbf4f10333 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_73c863a3a1ce8c3a +-- problem_id: v2p_n3_51a51f310e64fd29 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5cefb7cb6f78ba97216ae87c917d9e561f19e4ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"fixed acidity\", \"sulphates\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"10.3\", \"sulphates\": \"0.59\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.5\", \"sulphates\": \"0.42\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.6\", \"sulphates\": \"0.55\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.7\", \"sulphates\": \"0.34\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.7\", \"sulphates\": \"0.46\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.9\", \"sulphates\": \"0.4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.9\", \"sulphates\": \"0.46\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.37\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"sulphates\": \"0.49\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"sulphates\": \"0.51\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.42\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.58\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.62\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.47\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.46\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.52\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.76\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"sulphates\": \"0.31\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"sulphates\": \"0.42\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"sulphates\": \"0.45\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"sulphates\": \"0.48\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"sulphates\": \"0.5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.6\", \"sulphates\": \"0.36\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.6\", \"sulphates\": \"0.68\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.6\", \"sulphates\": \"0.71\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.7\", \"sulphates\": \"0.4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.7\", \"sulphates\": \"0.47\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.51\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.62\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.71\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.9\", \"sulphates\": \"0.31\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.9\", \"sulphates\": \"0.32\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.9\", \"sulphates\": \"0.63\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.9\", \"sulphates\": \"0.73\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"sulphates\": \"0.3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"sulphates\": \"0.49\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"sulphates\": \"0.55\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"sulphates\": \"0.6\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.32\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.39\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.53\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.65\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.72\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.15\", \"sulphates\": \"0.47\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.28\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.58\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.63\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.66\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.72\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.73\", \"target_rate\": 1.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.16}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f2960af97f845b5435e2cff4aa461142297bad63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:01:35.386016+00:00", + "ended_at": "2026-05-04T09:01:48.861239+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_73c863a3a1ce8c3a", + "problem_id": "v2p_n3_51a51f310e64fd29", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "5", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_73c863a3a1ce8c3a.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_73c863a3a1ce8c3a", + "api_calls": 0, + "input_tokens": 22396, + "cached_input_tokens": 21888, + "output_tokens": 146, + "total_tokens": 22542, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2305, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2435, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13439.63, + "sql_execution_elapsed_ms_total": 6.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_73c863a3a1ce8c3a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74393ce83dc5c6ecaa3a6f70f70a12ec14674426 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_73c863a3a1ce8c3a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:01:48.847413+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13439.63, "started_at": "2026-05-04T09:01:35.389062+00:00", "ended_at": "2026-05-04T09:01:48.827617+00:00", "prompt_metrics": {"chars": 7979, "bytes_utf8": 7979, "lines": 243, "estimated_tokens": 2305}, "response_metrics": {"chars": 493, "bytes_utf8": 493, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22396, "cached_input_tokens": 21888, "output_tokens": 146}, "stderr_preview": "2026-05-04T09:01:35.636338Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:01:38.021444Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=density, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "sulphates", + "measure_col": "density", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..23cbd205f4ff71f588bee31dfb4c6487379cf85c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23f-c19b-7710-be5a-5ff83612c3e1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n CAST(\\\"density\\\" AS REAL) AS \\\"density_val\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"sulphates\\\" IS NOT NULL\\n AND \\\"density\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"density_val\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY \\\"density_val\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"density_val\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INT)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \\\"sulphates\\\" group after filtering to \\\"quality\\\" = '6'. \\\"density\\\" is CAST from TEXT to REAL because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22405,"cached_input_tokens":20864,"output_tokens":787}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c2bd856400c8dc2567cb8b700a3c8564b06ea46 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sulphates\",\n CAST(\"density\" AS REAL) AS \"density_val\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"sulphates\" IS NOT NULL\n AND \"density\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sulphates\",\n \"density_val\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY \"density_val\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sulphates\",\n \"density_val\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.95 * \"cnt\") + 0.999999 AS INT)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \"sulphates\" group after filtering to \"quality\" = '6'. \"density\" is CAST from TEXT to REAL because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a59c22d2b62b8183b92ff5a7a7034ab44c8eaabe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:09:17.950422Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:09:20.368902Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:09:41.246966Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..29e662df509d0b2f348a9378520a5de02c9c1b28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=density, condition_col=quality. +Result preview: [{"sulphates": "0.69", "conditional_percentile": 1.03898}, {"sulphates": "0.79", "conditional_percentile": 1.0008}, {"sulphates": "0.67", "conditional_percentile": 1.00047}, {"sulphates": "0.82", "conditional_percentile": 1.0004}, {"sulphates": "0.61", "conditional_percentile": 1.00038}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a9976079564b7f658ec891721d38c57251db72e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_7527f169431ba22b +-- problem_id: v2p_n3_6638d5617b9741c8 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sulphates", + CAST("density" AS REAL) AS "density_val" + FROM "n3" + WHERE "quality" = '6' + AND "sulphates" IS NOT NULL + AND "density" IS NOT NULL +), +"ranked" AS ( + SELECT + "sulphates", + "density_val", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY "density_val" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "filtered" +) +SELECT + "sulphates", + "density_val" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((0.95 * "cnt") + 0.999999 AS INT) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6393394b73d591d356f0bbc7c2f74980ed28380c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sulphates\",\n CAST(\"density\" AS REAL) AS \"density_val\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"sulphates\" IS NOT NULL\n AND \"density\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sulphates\",\n \"density_val\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY \"density_val\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sulphates\",\n \"density_val\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.95 * \"cnt\") + 0.999999 AS INT)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n CAST(\\\"density\\\" AS REAL) AS \\\"density_val\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"sulphates\\\" IS NOT NULL\\n AND \\\"density\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"density_val\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY \\\"density_val\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"density_val\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INT)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"sulphates\", \"conditional_percentile\"], \"rows\": [{\"sulphates\": \"0.69\", \"conditional_percentile\": 1.03898}, {\"sulphates\": \"0.79\", \"conditional_percentile\": 1.0008}, {\"sulphates\": \"0.67\", \"conditional_percentile\": 1.00047}, {\"sulphates\": \"0.82\", \"conditional_percentile\": 1.0004}, {\"sulphates\": \"0.61\", \"conditional_percentile\": 1.00038}, {\"sulphates\": \"0.38\", \"conditional_percentile\": 0.9998}, {\"sulphates\": \"0.66\", \"conditional_percentile\": 0.9997}, {\"sulphates\": \"0.43\", \"conditional_percentile\": 0.99946}, {\"sulphates\": \"0.62\", \"conditional_percentile\": 0.99946}, {\"sulphates\": \"0.77\", \"conditional_percentile\": 0.99946}, {\"sulphates\": \"0.78\", \"conditional_percentile\": 0.99945}, {\"sulphates\": \"0.75\", \"conditional_percentile\": 0.99942}, {\"sulphates\": \"0.42\", \"conditional_percentile\": 0.9994}, {\"sulphates\": \"0.85\", \"conditional_percentile\": 0.99935}, {\"sulphates\": \"0.58\", \"conditional_percentile\": 0.9993}, {\"sulphates\": \"0.48\", \"conditional_percentile\": 0.99916}, {\"sulphates\": \"0.46\", \"conditional_percentile\": 0.99906}, {\"sulphates\": \"0.59\", \"conditional_percentile\": 0.999}, {\"sulphates\": \"0.45\", \"conditional_percentile\": 0.99896}, {\"sulphates\": \"0.47\", \"conditional_percentile\": 0.99888}, {\"sulphates\": \"0.63\", \"conditional_percentile\": 0.99886}, {\"sulphates\": \"0.53\", \"conditional_percentile\": 0.99884}, {\"sulphates\": \"0.57\", \"conditional_percentile\": 0.99884}, {\"sulphates\": \"0.64\", \"conditional_percentile\": 0.9988}, {\"sulphates\": \"0.44\", \"conditional_percentile\": 0.9987}, {\"sulphates\": \"0.71\", \"conditional_percentile\": 0.99863}, {\"sulphates\": \"0.35\", \"conditional_percentile\": 0.9986}, {\"sulphates\": \"0.36\", \"conditional_percentile\": 0.9986}, {\"sulphates\": \"0.5\", \"conditional_percentile\": 0.9986}, {\"sulphates\": \"0.6\", \"conditional_percentile\": 0.99853}, {\"sulphates\": \"0.54\", \"conditional_percentile\": 0.99833}, {\"sulphates\": \"0.3\", \"conditional_percentile\": 0.9983}, {\"sulphates\": \"0.51\", \"conditional_percentile\": 0.9983}, {\"sulphates\": \"0.73\", \"conditional_percentile\": 0.9983}, {\"sulphates\": \"0.49\", \"conditional_percentile\": 0.99825}, {\"sulphates\": \"0.31\", \"conditional_percentile\": 0.9982}, {\"sulphates\": \"0.29\", \"conditional_percentile\": 0.99815}, {\"sulphates\": \"0.41\", \"conditional_percentile\": 0.9981}, {\"sulphates\": \"0.68\", \"conditional_percentile\": 0.998}, {\"sulphates\": \"0.52\", \"conditional_percentile\": 0.9976}, {\"sulphates\": \"0.37\", \"conditional_percentile\": 0.9973}, {\"sulphates\": \"0.4\", \"conditional_percentile\": 0.9973}, {\"sulphates\": \"0.55\", \"conditional_percentile\": 0.9972}, {\"sulphates\": \"0.56\", \"conditional_percentile\": 0.99711}, {\"sulphates\": \"0.39\", \"conditional_percentile\": 0.99702}, {\"sulphates\": \"0.76\", \"conditional_percentile\": 0.9966}, {\"sulphates\": \"0.84\", \"conditional_percentile\": 0.9966}, {\"sulphates\": \"0.32\", \"conditional_percentile\": 0.9963}, {\"sulphates\": \"0.34\", \"conditional_percentile\": 0.9962}, {\"sulphates\": \"0.65\", \"conditional_percentile\": 0.99605}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.8}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..59dd14a05182eb0696e5085ad209f59c7f62cb08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:09:17.717349+00:00", + "ended_at": "2026-05-04T09:09:42.112074+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_7527f169431ba22b", + "problem_id": "v2p_n3_6638d5617b9741c8", + "dataset_id": "n3", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=density, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "measure_col": "density", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_7527f169431ba22b.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_7527f169431ba22b", + "api_calls": 0, + "input_tokens": 22405, + "cached_input_tokens": 20864, + "output_tokens": 787, + "total_tokens": 23192, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2314, + "estimated_output_tokens": 297, + "estimated_total_tokens": 2611, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24356.51, + "sql_execution_elapsed_ms_total": 8.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_7527f169431ba22b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..09f640b33c5860b7aed5ea62d6a3284c2b459c21 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7527f169431ba22b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:09:42.095415+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24356.51, "started_at": "2026-05-04T09:09:17.720164+00:00", "ended_at": "2026-05-04T09:09:42.075931+00:00", "prompt_metrics": {"chars": 8167, "bytes_utf8": 8167, "lines": 245, "estimated_tokens": 2314}, "response_metrics": {"chars": 987, "bytes_utf8": 987, "lines": 1, "estimated_tokens": 297}, "usage": {"input_tokens": 22405, "cached_input_tokens": 20864, "output_tokens": 787}, "stderr_preview": "2026-05-04T09:09:17.950422Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:09:20.368902Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7582e8458f456f3536c487eabe0758528ad5467 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23a-ce8e-7552-95fe-e65ab858511c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"citric acid\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the requested Window Partition Average template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"citric acid\\\". Cast \\\"citric acid\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22305,"cached_input_tokens":19840,"output_tokens":203}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..458f135a5f1b8940ae7937d898d06f33a34f667d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"fixed acidity\",\n AVG(CAST(\"citric acid\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the requested Window Partition Average template with group_col=\"fixed acidity\" and measure_col=\"citric acid\". Cast \"citric acid\" to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab0da7041a909e24701d4c642692616143575b59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:03:53.532510Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:03:55.996423Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:04:04.896812Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a436bfbb3e8e5361694652ec9a925c7a2c41c305 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=citric acid. +Result preview: [{"fixed acidity": "10.2", "avg_measure": 0.88}, {"fixed acidity": "10.7", "avg_measure": 0.56}, {"fixed acidity": "9.7", "avg_measure": 0.505}, {"fixed acidity": "9.8", "avg_measure": 0.49125}, {"fixed acidity": "14.2", "avg_measure": 0.49}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac247170f0155f6aa729c46422e58288ce1c989d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_75d05da56a2c853a +-- problem_id: v2p_n3_697ba4f4ae461e7a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("citric acid" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a40d3e77a97f00793dcfd9adc13923fa90e88e91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"fixed acidity\",\n AVG(CAST(\"citric acid\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"citric acid\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"10.2\", \"avg_measure\": 0.88}, {\"fixed acidity\": \"10.7\", \"avg_measure\": 0.56}, {\"fixed acidity\": \"9.7\", \"avg_measure\": 0.505}, {\"fixed acidity\": \"9.8\", \"avg_measure\": 0.49125}, {\"fixed acidity\": \"14.2\", \"avg_measure\": 0.49}, {\"fixed acidity\": \"10.3\", \"avg_measure\": 0.475}, {\"fixed acidity\": \"9.5\", \"avg_measure\": 0.43999999999999995}, {\"fixed acidity\": \"9.3\", \"avg_measure\": 0.4366666666666667}, {\"fixed acidity\": \"8.7\", \"avg_measure\": 0.42733333333333334}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 0.4211538461538461}, {\"fixed acidity\": \"6.45\", \"avg_measure\": 0.42}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 0.4183333333333333}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 0.4114285714285714}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 0.40619047619047616}, {\"fixed acidity\": \"3.9\", \"avg_measure\": 0.4}, {\"fixed acidity\": \"9\", \"avg_measure\": 0.39882352941176474}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 0.39463414634146343}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 0.3903125}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 0.38636363636363635}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 0.3845714285714286}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 0.3844444444444444}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 0.3844086021505376}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 0.38054054054054054}, {\"fixed acidity\": \"11.8\", \"avg_measure\": 0.38}, {\"fixed acidity\": \"9.6\", \"avg_measure\": 0.378}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 0.37535714285714283}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 0.373125}, {\"fixed acidity\": \"6.15\", \"avg_measure\": 0.37}, {\"fixed acidity\": \"8.6\", \"avg_measure\": 0.37}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 0.3686021505376344}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 0.3663398692810457}, {\"fixed acidity\": \"10\", \"avg_measure\": 0.36000000000000004}, {\"fixed acidity\": \"8\", \"avg_measure\": 0.35575}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 0.355242718446602}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 0.3541573033707865}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 0.34885}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 0.34654639175257734}, {\"fixed acidity\": \"9.9\", \"avg_measure\": 0.34500000000000003}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 0.3377542372881356}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 0.33461038961038964}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 0.33352697095435685}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 0.32991111111111115}, {\"fixed acidity\": \"7\", \"avg_measure\": 0.3282327586206897}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 0.32393617021276594}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 0.3218620689655173}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 0.31949999999999995}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 0.30812500000000004}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 0.30690322580645163}, {\"fixed acidity\": \"6\", \"avg_measure\": 0.3011413043478261}, {\"fixed acidity\": \"4.2\", \"avg_measure\": 0.295}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 15.03}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b88790acabb2aae123487fc9f345288cfb3f9500 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:03:53.320419+00:00", + "ended_at": "2026-05-04T09:04:05.510779+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_75d05da56a2c853a", + "problem_id": "v2p_n3_697ba4f4ae461e7a", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_75d05da56a2c853a.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_75d05da56a2c853a", + "api_calls": 0, + "input_tokens": 22305, + "cached_input_tokens": 19840, + "output_tokens": 203, + "total_tokens": 22508, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2214, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2315, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12146.78, + "sql_execution_elapsed_ms_total": 15.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_75d05da56a2c853a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a76c8d4441d6ddd9a2579dbac923eeaa4248f62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_75d05da56a2c853a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:04:05.487945+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12146.78, "started_at": "2026-05-04T09:03:53.322037+00:00", "ended_at": "2026-05-04T09:04:05.469261+00:00", "prompt_metrics": {"chars": 7769, "bytes_utf8": 7769, "lines": 240, "estimated_tokens": 2214}, "response_metrics": {"chars": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22305, "cached_input_tokens": 19840, "output_tokens": 203}, "stderr_preview": "2026-05-04T09:03:53.532510Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:03:55.996423Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=chlorides.", + "planned_template_id": "tpl_m4_global_zscore_outliers", + "bindings": { + "measure_col": "chlorides", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..349d741c2738387042ec95dc3e25590949c5c391 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df258-716e-74f0-a0f1-bf772d610bf7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_global_zscore_outliers\\nWITH stats AS (\\n SELECT\\n AVG(CAST(\\\"chlorides\\\" AS REAL)) AS mean_val,\\n sqrt(AVG(CAST(\\\"chlorides\\\" AS REAL) * CAST(\\\"chlorides\\\" AS REAL)) - AVG(CAST(\\\"chlorides\\\" AS REAL)) * AVG(CAST(\\\"chlorides\\\" AS REAL))) AS stddev_val\\n FROM \\\"n3\\\"\\n),\\nscored AS (\\n SELECT\\n \\\"n3\\\".*,\\n (CAST(\\\"chlorides\\\" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score\\n FROM \\\"n3\\\"\\n CROSS JOIN stats\\n)\\nSELECT *\\nFROM scored\\nWHERE ABS(z_score) > 2.0\\nORDER BY CAST(\\\"chlorides\\\" AS REAL) DESC;\",\"notes\":\"Used the planned template with measure_col bound to \\\"chlorides\\\", replacing unsupported SQLite STDDEV with sqrt(avg(x*x) - avg(x)^2) and casting the TEXT column to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22377,"cached_input_tokens":20864,"output_tokens":336}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed4d8dcb3a45fc7647b9f1ab3ea4e893d41466ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_global_zscore_outliers\nWITH stats AS (\n SELECT\n AVG(CAST(\"chlorides\" AS REAL)) AS mean_val,\n sqrt(AVG(CAST(\"chlorides\" AS REAL) * CAST(\"chlorides\" AS REAL)) - AVG(CAST(\"chlorides\" AS REAL)) * AVG(CAST(\"chlorides\" AS REAL))) AS stddev_val\n FROM \"n3\"\n),\nscored AS (\n SELECT\n \"n3\".*,\n (CAST(\"chlorides\" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score\n FROM \"n3\"\n CROSS JOIN stats\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > 2.0\nORDER BY CAST(\"chlorides\" AS REAL) DESC;","notes":"Used the planned template with measure_col bound to \"chlorides\", replacing unsupported SQLite STDDEV with sqrt(avg(x*x) - avg(x)^2) and casting the TEXT column to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0f69702418668bbdd60cc552d1f90a74c075f7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:36:15.798112Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:36:18.139664Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:36:29.524576Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc68649f3bb1fa79f7ba54edf2831176d0bdf517 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=chlorides. +Result preview: [{"fixed acidity": "6.2", "volatile acidity": "0.37", "citric acid": "0.3", "residual sugar": "6.6", "chlorides": "0.346", "free sulfur dioxide": "79", "total sulfur dioxide": "200", "density": "0.9954", "pH": "3.29", "sulphates": "0.58", "alcohol": "9.6", "quality": "5", "z_score": 13.743076487715584}, {"fixed acidity": "8", "volatile acidity": "0.61", "citric acid": "0.38", "residual sugar": "12.1", "chlorides": "0.301", "free sulfur dioxide": "24", "total sulfur dioxide": "220", "density": "0.9993", "pH": "2.94", "sulphates": "0.48", "alcohol": "9.2", "quality": "5", "z_score": 11.683178092488477}, {"fixed acidity": "6.8", "volatile acidity": "0.67", "citric acid": "0.3", "residual sugar": "13", "chlorides": "0.29", "free sulfur dioxide": "22", "total sulfur dioxide": "193", "density": "0.9984", "pH": "3.08", "sulphates": "0.67", "alcohol": "9", "quality": "4", "z_score": 11.17964737365518}, {"fixed acidity": "7.1", "volatile acidity": "0.36", "citric acid": "0.2", "residual sugar": "1.6", "chlorides": "0.271", "free sulfur dioxide": "24", "total sulfur dioxide": "140", "density": "0.99356", "pH": "3.11", "sulphates": "0.63", "alcohol": "9.8", "quality": "5", "z_score": 10.309912495670403}, {"fixed acidity": "7.6", "volatile acidity": "0.36", "citric acid": "0.44", "residual sugar": "8.3", "chlorides": "0.255", "free sulfur dioxide": "28", "total sulfur dioxide": "142", "density": "0.9958", "pH": "3.12", "sulphates": "0.43", "alcohol": "10.2", "quality": "6", "z_score": 9.57750417736743}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5733785a8d84fccd18131e377bc803d904d0316f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/generated_sql.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n3_76f36ed1a93a822e +-- problem_id: v2p_n3_112ab1bfa5e07d3a +-- realization_mode: agent +-- source_kind: agent +WITH stats AS ( + SELECT + AVG(CAST("chlorides" AS REAL)) AS mean_val, + sqrt(AVG(CAST("chlorides" AS REAL) * CAST("chlorides" AS REAL)) - AVG(CAST("chlorides" AS REAL)) * AVG(CAST("chlorides" AS REAL))) AS stddev_val + FROM "n3" +), +scored AS ( + SELECT + "n3".*, + (CAST("chlorides" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score + FROM "n3" + CROSS JOIN stats +) +SELECT * +FROM scored +WHERE ABS(z_score) > 2.0 +ORDER BY CAST("chlorides" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cac2f528828398a103a4253e2448ee18a27fa840 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_global_zscore_outliers\nWITH stats AS (\n SELECT\n AVG(CAST(\"chlorides\" AS REAL)) AS mean_val,\n sqrt(AVG(CAST(\"chlorides\" AS REAL) * CAST(\"chlorides\" AS REAL)) - AVG(CAST(\"chlorides\" AS REAL)) * AVG(CAST(\"chlorides\" AS REAL))) AS stddev_val\n FROM \"n3\"\n),\nscored AS (\n SELECT\n \"n3\".*,\n (CAST(\"chlorides\" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score\n FROM \"n3\"\n CROSS JOIN stats\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > 2.0\nORDER BY CAST(\"chlorides\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_global_zscore_outliers\\nWITH stats AS (\\n SELECT\\n AVG(CAST(\\\"chlorides\\\" AS REAL)) AS mean_val,\\n sqrt(AVG(CAST(\\\"chlorides\\\" AS REAL) * CAST(\\\"chlorides\\\" AS REAL)) - AVG(CAST(\\\"chlorides\\\" AS REAL)) * AVG(CAST(\\\"chlorides\\\" AS REAL))) AS stddev_val\\n FROM \\\"n3\\\"\\n),\\nscored AS (\\n SELECT\\n \\\"n3\\\".*,\\n (CAST(\\\"chlorides\\\" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score\\n FROM \\\"n3\\\"\\n CROSS JOIN stats\\n)\\nSELECT *\\nFROM scored\\nWHERE ABS(z_score) > 2.0\\nORDER BY CAST(\\\"chlorides\\\" AS REAL) DESC;\", \"columns\": [\"fixed acidity\", \"volatile acidity\", \"citric acid\", \"residual sugar\", \"chlorides\", \"free sulfur dioxide\", \"total sulfur dioxide\", \"density\", \"pH\", \"sulphates\", \"alcohol\", \"quality\", \"z_score\"], \"rows\": [{\"fixed acidity\": \"6.2\", \"volatile acidity\": \"0.37\", \"citric acid\": \"0.3\", \"residual sugar\": \"6.6\", \"chlorides\": \"0.346\", \"free sulfur dioxide\": \"79\", \"total sulfur dioxide\": \"200\", \"density\": \"0.9954\", \"pH\": \"3.29\", \"sulphates\": \"0.58\", \"alcohol\": \"9.6\", \"quality\": \"5\", \"z_score\": 13.743076487715584}, {\"fixed acidity\": \"8\", \"volatile acidity\": \"0.61\", \"citric acid\": \"0.38\", \"residual sugar\": \"12.1\", \"chlorides\": \"0.301\", \"free sulfur dioxide\": \"24\", \"total sulfur dioxide\": \"220\", \"density\": \"0.9993\", \"pH\": \"2.94\", \"sulphates\": \"0.48\", \"alcohol\": \"9.2\", \"quality\": \"5\", \"z_score\": 11.683178092488477}, {\"fixed acidity\": \"6.8\", \"volatile acidity\": \"0.67\", \"citric acid\": \"0.3\", \"residual sugar\": \"13\", \"chlorides\": \"0.29\", \"free sulfur dioxide\": \"22\", \"total sulfur dioxide\": \"193\", \"density\": \"0.9984\", \"pH\": \"3.08\", \"sulphates\": \"0.67\", \"alcohol\": \"9\", \"quality\": \"4\", \"z_score\": 11.17964737365518}, {\"fixed acidity\": \"7.1\", \"volatile acidity\": \"0.36\", \"citric acid\": \"0.2\", \"residual sugar\": \"1.6\", \"chlorides\": \"0.271\", \"free sulfur dioxide\": \"24\", \"total sulfur dioxide\": \"140\", \"density\": \"0.99356\", \"pH\": \"3.11\", \"sulphates\": \"0.63\", \"alcohol\": \"9.8\", \"quality\": \"5\", \"z_score\": 10.309912495670403}, {\"fixed acidity\": \"7.6\", \"volatile acidity\": \"0.36\", \"citric acid\": \"0.44\", \"residual sugar\": \"8.3\", \"chlorides\": \"0.255\", \"free sulfur dioxide\": \"28\", \"total sulfur dioxide\": \"142\", \"density\": \"0.9958\", \"pH\": \"3.12\", \"sulphates\": \"0.43\", \"alcohol\": \"10.2\", \"quality\": \"6\", \"z_score\": 9.57750417736743}, {\"fixed acidity\": \"7.9\", \"volatile acidity\": \"0.64\", \"citric acid\": \"0.46\", \"residual sugar\": \"10.6\", \"chlorides\": \"0.244\", \"free sulfur dioxide\": \"33\", \"total sulfur dioxide\": \"227\", \"density\": \"0.9983\", \"pH\": \"2.87\", \"sulphates\": \"0.74\", \"alcohol\": \"9.1\", \"quality\": \"3\", \"z_score\": 9.073973458534137}, {\"fixed acidity\": \"6.4\", \"volatile acidity\": \"0.27\", \"citric acid\": \"0.32\", \"residual sugar\": \"4.5\", \"chlorides\": \"0.24\", \"free sulfur dioxide\": \"61\", \"total sulfur dioxide\": \"174\", \"density\": \"0.9948\", \"pH\": \"3.12\", \"sulphates\": \"0.48\", \"alcohol\": \"9.4\", \"quality\": \"5\", \"z_score\": 8.890871378958394}, {\"fixed acidity\": \"7.6\", \"volatile acidity\": \"0.47\", \"citric acid\": \"0.49\", \"residual sugar\": \"13\", \"chlorides\": \"0.239\", \"free sulfur dioxide\": \"42\", \"total sulfur dioxide\": \"220\", \"density\": \"0.9988\", \"pH\": \"2.96\", \"sulphates\": \"0.51\", \"alcohol\": \"9.2\", \"quality\": \"5\", \"z_score\": 8.845095859064457}, {\"fixed acidity\": \"6.5\", \"volatile acidity\": \"0.39\", \"citric acid\": \"0.81\", \"residual sugar\": \"1.2\", \"chlorides\": \"0.217\", \"free sulfur dioxide\": \"14\", \"total sulfur dioxide\": \"74\", \"density\": \"0.9936\", \"pH\": \"3.08\", \"sulphates\": \"0.53\", \"alcohol\": \"9.5\", \"quality\": \"5\", \"z_score\": 7.8380344213978725}, {\"fixed acidity\": \"6.3\", \"volatile acidity\": \"0.29\", \"citric acid\": \"0.3\", \"residual sugar\": \"8.1\", \"chlorides\": \"0.212\", \"free sulfur dioxide\": \"60\", \"total sulfur dioxide\": \"150\", \"density\": \"0.9958\", \"pH\": \"3.1\", \"sulphates\": \"0.4\", \"alcohol\": \"9.3\", \"quality\": \"5\", \"z_score\": 7.6091568219281935}, {\"fixed acidity\": \"8\", \"volatile acidity\": \"0.55\", \"citric acid\": \"0.42\", \"residual sugar\": \"12.6\", \"chlorides\": \"0.211\", \"free sulfur dioxide\": \"37\", \"total sulfur dioxide\": \"213\", \"density\": \"0.9988\", \"pH\": \"2.99\", \"sulphates\": \"0.56\", \"alcohol\": \"9.3\", \"quality\": \"5\", \"z_score\": 7.563381302034258}, {\"fixed acidity\": \"6.4\", \"volatile acidity\": \"0.29\", \"citric acid\": \"0.3\", \"residual sugar\": \"6.5\", \"chlorides\": \"0.209\", \"free sulfur dioxide\": \"62\", \"total sulfur dioxide\": \"156\", \"density\": \"0.99478\", \"pH\": \"3.1\", \"sulphates\": \"0.4\", \"alcohol\": \"9.4\", \"quality\": \"5\", \"z_score\": 7.471830262246386}, {\"fixed acidity\": \"6.3\", \"volatile acidity\": \"0.22\", \"citric acid\": \"0.57\", \"residual sugar\": \"1.4\", \"chlorides\": \"0.208\", \"free sulfur dioxide\": \"14\", \"total sulfur dioxide\": \"96\", \"density\": \"0.9932\", \"pH\": \"3.16\", \"sulphates\": \"0.43\", \"alcohol\": \"10\", \"quality\": \"6\", \"z_score\": 7.42605474235245}, {\"fixed acidity\": \"6.3\", \"volatile acidity\": \"0.28\", \"citric acid\": \"0.3\", \"residual sugar\": \"6.6\", \"chlorides\": \"0.208\", \"free sulfur dioxide\": \"60\", \"total sulfur dioxide\": \"154\", \"density\": \"0.99478\", \"pH\": \"3.1\", \"sulphates\": \"0.4\", \"alcohol\": \"9.4\", \"quality\": \"6\", \"z_score\": 7.42605474235245}, {\"fixed acidity\": \"6.3\", \"volatile acidity\": \"0.2\", \"citric acid\": \"0.58\", \"residual sugar\": \"1.4\", \"chlorides\": \"0.204\", \"free sulfur dioxide\": \"15\", \"total sulfur dioxide\": \"97\", \"density\": \"0.9931\", \"pH\": \"3.16\", \"sulphates\": \"0.43\", \"alcohol\": \"10\", \"quality\": \"6\", \"z_score\": 7.242952662776707}, {\"fixed acidity\": \"5.7\", \"volatile acidity\": \"0.26\", \"citric acid\": \"0.27\", \"residual sugar\": \"4.1\", \"chlorides\": \"0.201\", \"free sulfur dioxide\": \"73.5\", \"total sulfur dioxide\": \"189.5\", \"density\": \"0.9942\", \"pH\": \"3.27\", \"sulphates\": \"0.38\", \"alcohol\": \"9.4\", \"quality\": \"6\", \"z_score\": 7.105626103094901}, {\"fixed acidity\": \"5.7\", \"volatile acidity\": \"0.26\", \"citric acid\": \"0.27\", \"residual sugar\": \"4.1\", \"chlorides\": \"0.201\", \"free sulfur dioxide\": \"73.5\", \"total sulfur dioxide\": \"189.5\", \"density\": \"0.9942\", \"pH\": \"3.27\", \"sulphates\": \"0.38\", \"alcohol\": \"9.4\", \"quality\": \"6\", \"z_score\": 7.105626103094901}, {\"fixed acidity\": \"6.4\", \"volatile acidity\": \"0.29\", \"citric acid\": \"0.44\", \"residual sugar\": \"3.6\", \"chlorides\": \"0.2\", \"free sulfur dioxide\": \"75\", \"total sulfur dioxide\": \"181\", \"density\": \"0.9942\", \"pH\": \"3.02\", \"sulphates\": \"0.41\", \"alcohol\": \"9.1\", \"quality\": \"5\", \"z_score\": 7.059850583200965}, {\"fixed acidity\": \"6.4\", \"volatile acidity\": \"0.3\", \"citric acid\": \"0.45\", \"residual sugar\": \"3.5\", \"chlorides\": \"0.197\", \"free sulfur dioxide\": \"76\", \"total sulfur dioxide\": \"180\", \"density\": \"0.9942\", \"pH\": \"3.02\", \"sulphates\": \"0.39\", \"alcohol\": \"9.1\", \"quality\": \"6\", \"z_score\": 6.922524023519157}, {\"fixed acidity\": \"6.4\", \"volatile acidity\": \"0.29\", \"citric acid\": \"0.44\", \"residual sugar\": \"3.6\", \"chlorides\": \"0.197\", \"free sulfur dioxide\": \"75\", \"total sulfur dioxide\": \"183\", \"density\": \"0.9942\", \"pH\": \"3.01\", \"sulphates\": \"0.38\", \"alcohol\": \"9.1\", \"quality\": \"5\", \"z_score\": 6.922524023519157}, {\"fixed acidity\": \"7.1\", \"volatile acidity\": \"0.39\", \"citric acid\": \"0.79\", \"residual sugar\": \"1.4\", \"chlorides\": \"0.194\", \"free sulfur dioxide\": \"23\", \"total sulfur dioxide\": \"90\", \"density\": \"0.99212\", \"pH\": \"3.17\", \"sulphates\": \"0.46\", \"alcohol\": \"10.5\", \"quality\": \"6\", \"z_score\": 6.78519746383735}, {\"fixed acidity\": \"6.4\", \"volatile acidity\": \"0.18\", \"citric acid\": \"0.48\", \"residual sugar\": \"4\", \"chlorides\": \"0.186\", \"free sulfur dioxide\": \"64\", \"total sulfur dioxide\": \"150\", \"density\": \"0.9945\", \"pH\": \"3.06\", \"sulphates\": \"0.4\", \"alcohol\": \"9.3\", \"quality\": \"5\", \"z_score\": 6.418993304685864}, {\"fixed acidity\": \"6\", \"volatile acidity\": \"0.33\", \"citric acid\": \"0.27\", \"residual sugar\": \"0.8\", \"chlorides\": \"0.185\", \"free sulfur dioxide\": \"12\", \"total sulfur dioxide\": \"188\", \"density\": \"0.9924\", \"pH\": \"3.12\", \"sulphates\": \"0.62\", \"alcohol\": \"9.4\", \"quality\": \"5\", \"z_score\": 6.373217784791928}, {\"fixed acidity\": \"6.5\", \"volatile acidity\": \"0.36\", \"citric acid\": \"0.36\", \"residual sugar\": \"6.7\", \"chlorides\": \"0.185\", \"free sulfur dioxide\": \"51.5\", \"total sulfur dioxide\": \"151\", \"density\": \"0.99528\", \"pH\": \"3.17\", \"sulphates\": \"0.42\", \"alcohol\": \"9.3\", \"quality\": \"5\", \"z_score\": 6.373217784791928}, {\"fixed acidity\": \"6.6\", \"volatile acidity\": \"0.2\", \"citric acid\": \"0.14\", \"residual sugar\": \"4.4\", \"chlorides\": \"0.184\", \"free sulfur dioxide\": \"35\", \"total sulfur dioxide\": \"168\", \"density\": \"0.99396\", \"pH\": \"2.93\", \"sulphates\": \"0.45\", \"alcohol\": \"9.4\", \"quality\": \"6\", \"z_score\": 6.327442264897992}, {\"fixed acidity\": 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a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d1a010b19d78c994bef1446583f51a2a2413a428 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:36:15.574509+00:00", + "ended_at": "2026-05-04T09:36:30.340535+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_76f36ed1a93a822e", + "problem_id": "v2p_n3_112ab1bfa5e07d3a", + "dataset_id": "n3", + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=chlorides.", + "bindings": { + "measure_col": "chlorides", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=136" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_76f36ed1a93a822e.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_76f36ed1a93a822e", + "api_calls": 0, + "input_tokens": 22377, + "cached_input_tokens": 20864, + "output_tokens": 336, + "total_tokens": 22713, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 231, + "estimated_total_tokens": 2517, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14716.14, + "sql_execution_elapsed_ms_total": 12.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_76f36ed1a93a822e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea8435a2d315713818ac9b349b3a7801e12de394 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:36:30.312833+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14716.14, "started_at": "2026-05-04T09:36:15.576811+00:00", "ended_at": "2026-05-04T09:36:30.293342+00:00", "prompt_metrics": {"chars": 7921, "bytes_utf8": 7921, "lines": 238, "estimated_tokens": 2286}, "response_metrics": {"chars": 753, "bytes_utf8": 753, "lines": 1, "estimated_tokens": 231}, "usage": {"input_tokens": 22377, "cached_input_tokens": 20864, "output_tokens": 336}, "stderr_preview": "2026-05-04T09:36:15.798112Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:36:18.139664Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.0\\nORDER BY CAST(\\\"chlorides\\\" AS REAL) DESC;\",\"notes\":\"Used the planned template with measure_col bound to \\\"chlorides\\\", replacing unsupported SQLite STDDEV with sqrt(avg(x*x) - avg(x)^2) and casting the TEXT column to REAL.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cba6bd8f2590ac2fc015575441040ed96a07ef24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_76f36ed1a93a822e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_76f36ed1a93a822e", + "api_calls": 0, + "input_tokens": 22377, + "cached_input_tokens": 20864, + "output_tokens": 336, + "total_tokens": 22713, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 231, + "estimated_total_tokens": 2517, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14716.14, + "sql_execution_elapsed_ms_total": 12.19, + "conversation_log_path": 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1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_7746b9378d56df4f", + "api_calls": 0, + "input_tokens": 22332, + "cached_input_tokens": 20864, + "output_tokens": 169, + "total_tokens": 22501, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2243, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2370, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15004.05, + "sql_execution_elapsed_ms_total": 9.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_7746b9378d56df4f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f26ff3441643ebf3e65ad554b6f41cbdd72ded3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:34:03.280148+00:00", + "ended_at": "2026-05-04T09:34:18.283776+00:00", + "elapsed_ms": 15004.05, + "prompt_metrics": { + "chars": 7838, + "bytes_utf8": 7838, + "lines": 240, + "estimated_tokens": 2243 + }, + "stdout_metrics": { + "chars": 825, + "bytes_utf8": 825, + "lines": 4, + "estimated_tokens": 238 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13283 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 495, + "bytes_utf8": 495, + "lines": 1, + "estimated_tokens": 127 + }, + "usage": { + "input_tokens": 22332, + "cached_input_tokens": 20864, + "output_tokens": 169 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2976d61d1300120e8b309af2694d9ff0b70386b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=quality, measure_col=chlorides.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f1f07b83279b4d48a4b0df61194f89427f78147 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df256-6cbe-72b1-b0ea-efef5adb2a52"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"quality\\\", SUM(CAST(\\\"chlorides\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING SUM(CAST(\\\"chlorides\\\" AS REAL)) > 0.047\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"quality\\\", measure_col=\\\"chlorides\\\", top_k=15, and measure_threshold=0.047. CAST to REAL was added because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22332,"cached_input_tokens":20864,"output_tokens":169}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdc32c6acd77166092290dae4aca274bc2f94392 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"quality\", SUM(CAST(\"chlorides\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING SUM(CAST(\"chlorides\" AS REAL)) > 0.047\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"quality\", measure_col=\"chlorides\", top_k=15, and measure_threshold=0.047. CAST to REAL was added because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a246f6a0afeee4addd93d31336b4aa9506739a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:34:03.530670Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:34:07.399808Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:34:17.532804Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..450c2e6a4f1bf6c3253a8263369f40975384c695 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=quality, measure_col=chlorides. +Result preview: [{"quality": "6", "total_measure": 99.388}, {"quality": "5", "total_measure": 75.103}, {"quality": "7", "total_measure": 33.608}, {"quality": "4", "total_measure": 8.166}, {"quality": "8", "total_measure": 6.705}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..545ce44c3e624d74c4d98b4b9cfbb3a995f8656d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_7746b9378d56df4f +-- problem_id: v2p_n3_cbc6708aa9d107d8 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", SUM(CAST("chlorides" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "quality" +HAVING SUM(CAST("chlorides" AS REAL)) > 0.047 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d5b2a0fd925b8b2148af65eec615e8b3b9142f98 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"quality\", SUM(CAST(\"chlorides\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING SUM(CAST(\"chlorides\" AS REAL)) > 0.047\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"quality\\\", SUM(CAST(\\\"chlorides\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING SUM(CAST(\\\"chlorides\\\" AS REAL)) > 0.047\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"quality\", \"total_measure\"], \"rows\": [{\"quality\": \"6\", \"total_measure\": 99.388}, {\"quality\": \"5\", \"total_measure\": 75.103}, {\"quality\": \"7\", \"total_measure\": 33.608}, {\"quality\": \"4\", \"total_measure\": 8.166}, {\"quality\": \"8\", \"total_measure\": 6.705}, {\"quality\": \"3\", \"total_measure\": 1.086}, {\"quality\": \"9\", \"total_measure\": 0.137}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.44}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..80eaa336c51e0d8e843e6e501a2052b1a396f4d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:34:03.276133+00:00", + "ended_at": "2026-05-04T09:34:18.348092+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_7746b9378d56df4f", + "problem_id": "v2p_n3_cbc6708aa9d107d8", + "dataset_id": "n3", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=quality, measure_col=chlorides.", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=125" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_7746b9378d56df4f.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_7746b9378d56df4f", + "api_calls": 0, + "input_tokens": 22332, + "cached_input_tokens": 20864, + "output_tokens": 169, + "total_tokens": 22501, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2243, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2370, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15004.05, + "sql_execution_elapsed_ms_total": 9.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_7746b9378d56df4f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a1d85e41ea29f491484cb8a6770dff53b03d1771 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:34:18.321278+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15004.05, "started_at": "2026-05-04T09:34:03.280148+00:00", "ended_at": "2026-05-04T09:34:18.283776+00:00", "prompt_metrics": {"chars": 7838, "bytes_utf8": 7838, "lines": 240, "estimated_tokens": 2243}, "response_metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 22332, "cached_input_tokens": 20864, "output_tokens": 169}, "stderr_preview": "2026-05-04T09:34:03.530670Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:34:07.399808Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0.047\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"quality\\\", measure_col=\\\"chlorides\\\", top_k=15, and measure_threshold=0.047. CAST to REAL was added because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..40f1b32f17ee73467171ed1bfdedf69de5c89c73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7746b9378d56df4f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_7746b9378d56df4f", + "api_calls": 0, + "input_tokens": 22332, + "cached_input_tokens": 20864, + "output_tokens": 169, + "total_tokens": 22501, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2243, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2370, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15004.05, + "sql_execution_elapsed_ms_total": 9.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_7746b9378d56df4f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b51b1c9c3a718d931dca9411ba47ef98e7e91b4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7986, "bytes_utf8": 7986, "lines": 243, "estimated_tokens": 2305}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22396, "cached_input_tokens": 19840, "output_tokens": 234}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c40c20a47e4de2f0e49ec0c4d252062cbb6fde02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_7854c5ce5de8382f", + "api_calls": 0, + "input_tokens": 22396, + "cached_input_tokens": 19840, + "output_tokens": 234, + "total_tokens": 22630, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2305, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2424, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15696.32, + "sql_execution_elapsed_ms_total": 6.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_7854c5ce5de8382f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e1b440a0b0022593d4be3cefc71df8c5d327b958 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:00:03.887767+00:00", + "ended_at": "2026-05-04T09:00:19.582494+00:00", + "elapsed_ms": 15696.32, + "prompt_metrics": { + "chars": 7986, + "bytes_utf8": 7986, + "lines": 243, + "estimated_tokens": 2305 + }, + "stdout_metrics": { + "chars": 764, + "bytes_utf8": 764, + "lines": 4, + "estimated_tokens": 234 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13257 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 427, + "bytes_utf8": 427, + "lines": 1, + "estimated_tokens": 119 + }, + "usage": { + "input_tokens": 22396, + "cached_input_tokens": 19840, + "output_tokens": 234 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b7eeb80b99860e6d408251d3d489837979ebcea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "3", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffdbcc556d34bcdaa1d8d9583bc9f3da7bd19911 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df237-4e42-7ee0-a48d-1ea03a27a7b4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '3' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=\\\"fixed acidity\\\", group_col_2=\\\"sulphates\\\", and target_col=\\\"quality\\\" targeting value '3'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22396,"cached_input_tokens":19840,"output_tokens":234}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fb1dcf85eeed6a34949f3bcb1f1343df81a53b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '3' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=\"fixed acidity\", group_col_2=\"sulphates\", and target_col=\"quality\" targeting value '3'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7fd63128df4a448b6bdde95dd6b8c3ce197eac1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:00:04.114343Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:00:06.570105Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:00:18.804489Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..024d453c7fa6c68f755d09e7500d8c90bc2d375f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality. +Result preview: [{"fixed acidity": "10.3", "sulphates": "0.28", "target_rate": 1.0}, {"fixed acidity": "11.8", "sulphates": "0.55", "target_rate": 1.0}, {"fixed acidity": "4.2", "sulphates": "0.44", "target_rate": 1.0}, {"fixed acidity": "8.3", "sulphates": "0.32", "target_rate": 1.0}, {"fixed acidity": "8.6", "sulphates": "0.63", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b0d063bb1510a1b9cfae401eedd2f891d69161e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_7854c5ce5de8382f +-- problem_id: v2p_n3_40236fe020129f8f +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '3' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b779d7548cce1c6f423854055e6141c4b573f68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '3' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '3' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"fixed acidity\", \"sulphates\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"10.3\", \"sulphates\": \"0.28\", \"target_rate\": 1.0}, {\"fixed acidity\": \"11.8\", \"sulphates\": \"0.55\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.2\", \"sulphates\": \"0.44\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.3\", \"sulphates\": \"0.32\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.6\", \"sulphates\": \"0.63\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.1\", \"sulphates\": \"0.38\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.4\", \"sulphates\": \"0.38\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.64\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7.5\", \"sulphates\": \"0.5\", \"target_rate\": 0.3333333333333333}, {\"fixed acidity\": \"7.9\", \"sulphates\": \"0.74\", \"target_rate\": 0.3333333333333333}, {\"fixed acidity\": \"8.5\", \"sulphates\": \"0.5\", \"target_rate\": 0.3333333333333333}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.43\", \"target_rate\": 0.2}, {\"fixed acidity\": \"6.7\", \"sulphates\": \"0.63\", \"target_rate\": 0.16666666666666666}, {\"fixed acidity\": \"7.1\", \"sulphates\": \"0.37\", \"target_rate\": 0.16666666666666666}, {\"fixed acidity\": \"7.6\", \"sulphates\": \"0.54\", \"target_rate\": 0.16666666666666666}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.37\", \"target_rate\": 0.14285714285714285}, {\"fixed acidity\": \"7.1\", \"sulphates\": \"0.4\", \"target_rate\": 0.1}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.44\", \"target_rate\": 0.07692307692307693}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.43\", \"target_rate\": 0.07692307692307693}, {\"fixed acidity\": \"6.8\", \"sulphates\": \"0.52\", \"target_rate\": 0.06666666666666667}, {\"fixed acidity\": \"10\", \"sulphates\": \"0.42\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10\", \"sulphates\": \"0.43\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10\", \"sulphates\": \"0.46\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.2\", \"sulphates\": \"0.51\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.3\", \"sulphates\": \"0.59\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.7\", \"sulphates\": \"0.68\", \"target_rate\": 0.0}, {\"fixed acidity\": \"14.2\", \"sulphates\": \"0.54\", \"target_rate\": 0.0}, {\"fixed acidity\": \"3.8\", \"sulphates\": \"0.44\", \"target_rate\": 0.0}, {\"fixed acidity\": \"3.9\", \"sulphates\": \"0.36\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.2\", \"sulphates\": \"0.89\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"sulphates\": \"0.34\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"sulphates\": \"0.36\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"sulphates\": \"0.4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.5\", \"sulphates\": \"0.42\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.6\", \"sulphates\": \"0.55\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"sulphates\": \"0.34\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"sulphates\": \"0.46\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"sulphates\": \"0.49\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"sulphates\": \"0.83\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"sulphates\": \"0.92\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"sulphates\": \"0.28\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"sulphates\": \"0.34\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"sulphates\": \"0.36\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"sulphates\": \"0.4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"sulphates\": \"0.48\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"sulphates\": \"0.61\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"sulphates\": \"0.64\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"sulphates\": \"0.35\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"sulphates\": \"0.4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"sulphates\": \"0.46\", \"target_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.17}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2a4750e169a012998e7c411fd9225d9119d73480 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:00:03.876988+00:00", + "ended_at": "2026-05-04T09:00:19.619183+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_7854c5ce5de8382f", + "problem_id": "v2p_n3_40236fe020129f8f", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "3", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_7854c5ce5de8382f.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_7854c5ce5de8382f", + "api_calls": 0, + "input_tokens": 22396, + "cached_input_tokens": 19840, + "output_tokens": 234, + "total_tokens": 22630, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2305, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2424, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15696.32, + "sql_execution_elapsed_ms_total": 6.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_7854c5ce5de8382f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..804d3b37e0afd590e078b339f4027d2ed06e6b25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7854c5ce5de8382f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:00:19.601802+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15696.32, "started_at": "2026-05-04T09:00:03.887767+00:00", "ended_at": "2026-05-04T09:00:19.582494+00:00", "prompt_metrics": {"chars": 7986, "bytes_utf8": 7986, "lines": 243, "estimated_tokens": 2305}, "response_metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22396, "cached_input_tokens": 19840, "output_tokens": 234}, "stderr_preview": "2026-05-04T09:00:04.114343Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:00:06.570105Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_79bff8c8f055eb65/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_79bff8c8f055eb65/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b5704dc6420675be8b057b1d1d089ba68e05571 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_79bff8c8f055eb65/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_79bff8c8f055eb65\n-- problem_id: v2p_n3_e1fdf7ad35f6ac61\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"density\",\n COUNT(*) AS support,\n AVG(\"citric acid\") AS avg_response\nFROM \"n3\"\nGROUP BY \"density\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_79bff8c8f055eb65\\n-- problem_id: v2p_n3_e1fdf7ad35f6ac61\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"density\\\",\\n COUNT(*) AS support,\\n AVG(\\\"citric acid\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"density\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"density\", \"support\", \"avg_response\"], \"rows\": [{\"density\": \"0.992\", \"support\": 64, \"avg_response\": 0.33203125}, {\"density\": \"0.9928\", \"support\": 61, \"avg_response\": 0.36245901639344263}, {\"density\": \"0.9932\", \"support\": 53, \"avg_response\": 0.3535849056603773}, {\"density\": \"0.993\", \"support\": 52, \"avg_response\": 0.3409615384615385}, {\"density\": \"0.9934\", \"support\": 50, \"avg_response\": 0.301}, {\"density\": \"0.9938\", \"support\": 49, \"avg_response\": 0.3706122448979592}, {\"density\": \"0.9927\", \"support\": 47, \"avg_response\": 0.34319148936170213}, {\"density\": \"0.9944\", \"support\": 46, \"avg_response\": 0.2965217391304348}, {\"density\": \"0.9948\", \"support\": 45, \"avg_response\": 0.32711111111111113}, {\"density\": \"0.9924\", \"support\": 44, \"avg_response\": 0.34750000000000003}, {\"density\": \"0.9954\", \"support\": 44, \"avg_response\": 0.3434090909090909}, {\"density\": \"0.9986\", \"support\": 42, \"avg_response\": 0.3280952380952381}, {\"density\": \"0.9956\", \"support\": 41, \"avg_response\": 0.3651219512195122}, {\"density\": \"0.9958\", \"support\": 40, \"avg_response\": 0.38}, {\"density\": \"0.9918\", \"support\": 40, \"avg_response\": 0.37075}, {\"density\": \"0.9914\", \"support\": 39, \"avg_response\": 0.33256410256410257}, {\"density\": \"0.9942\", \"support\": 38, \"avg_response\": 0.33894736842105266}, {\"density\": \"0.9952\", \"support\": 37, \"avg_response\": 0.3348648648648649}, {\"density\": \"0.994\", \"support\": 37, \"avg_response\": 0.29486486486486485}, {\"density\": \"0.9966\", \"support\": 36, \"avg_response\": 0.3863888888888889}, {\"density\": \"0.998\", \"support\": 35, \"avg_response\": 0.3737142857142857}, {\"density\": \"0.9937\", \"support\": 35, \"avg_response\": 0.3085714285714286}, {\"density\": \"0.9976\", \"support\": 34, \"avg_response\": 0.43058823529411766}, {\"density\": \"0.991\", \"support\": 34, \"avg_response\": 0.3947058823529412}, {\"density\": \"0.9936\", \"support\": 34, \"avg_response\": 0.35617647058823526}, {\"density\": \"0.9917\", \"support\": 34, \"avg_response\": 0.35294117647058826}, {\"density\": \"0.9912\", \"support\": 33, \"avg_response\": 0.34242424242424246}, {\"density\": \"0.9972\", \"support\": 33, \"avg_response\": 0.34030303030303033}, {\"density\": \"0.9946\", \"support\": 32, \"avg_response\": 0.3640625}, {\"density\": \"0.9953\", \"support\": 32, \"avg_response\": 0.361875}, {\"density\": \"0.9926\", \"support\": 32, \"avg_response\": 0.355}, {\"density\": \"0.9906\", \"support\": 32, \"avg_response\": 0.309375}, {\"density\": \"0.9962\", \"support\": 31, \"avg_response\": 0.33096774193548384}, {\"density\": \"0.9955\", \"support\": 30, \"avg_response\": 0.348}, {\"density\": \"0.9984\", \"support\": 29, \"avg_response\": 0.3624137931034483}, {\"density\": \"0.9974\", \"support\": 28, \"avg_response\": 0.4225}, {\"density\": \"0.9982\", \"support\": 28, \"avg_response\": 0.4203571428571428}, {\"density\": \"0.9931\", \"support\": 28, \"avg_response\": 0.38107142857142856}, {\"density\": \"0.99\", \"support\": 28, \"avg_response\": 0.36750000000000005}, {\"density\": \"0.9939\", \"support\": 28, \"avg_response\": 0.3125}, {\"density\": \"0.9922\", \"support\": 27, \"avg_response\": 0.30296296296296293}, {\"density\": \"0.9911\", \"support\": 25, \"avg_response\": 0.3632}, {\"density\": \"0.9908\", \"support\": 25, \"avg_response\": 0.3344}, {\"density\": \"0.9941\", \"support\": 25, \"avg_response\": 0.33159999999999995}, {\"density\": \"0.9951\", \"support\": 25, \"avg_response\": 0.32880000000000004}, {\"density\": \"0.995\", \"support\": 25, \"avg_response\": 0.304}, {\"density\": \"0.9979\", \"support\": 24, \"avg_response\": 0.40125000000000005}, {\"density\": \"0.9978\", \"support\": 23, \"avg_response\": 0.5343478260869565}, {\"density\": \"0.9916\", \"support\": 23, \"avg_response\": 0.361304347826087}, {\"density\": \"0.9959\", \"support\": 23, \"avg_response\": 0.3443478260869565}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_79bff8c8f055eb65/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_79bff8c8f055eb65/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c463a5f59da81faf43f72534d61d16c227ec4ab3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_79bff8c8f055eb65/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.340922+00:00", + "ended_at": "2026-05-04T09:37:05.352885+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_79bff8c8f055eb65", + "problem_id": "v2p_n3_e1fdf7ad35f6ac61", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=citric acid, key_col=density.", + "bindings": { + "key_col": "density", + "measure_col": "citric acid", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=27", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 27, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_79bff8c8f055eb65.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_79bff8c8f055eb65/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_79bff8c8f055eb65/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_79bff8c8f055eb65/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e3326cee57fff1ece9cfc59eb7dc5324cbd1f419 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7589, "bytes_utf8": 7589, "lines": 238, "estimated_tokens": 2175}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 354, "bytes_utf8": 354, "lines": 1, "estimated_tokens": 81}, "usage": {"input_tokens": 22266, "cached_input_tokens": 19840, "output_tokens": 97}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7ca61c34420f3d75c597cbc7431634944d580495 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_7b5835b76b730d58", + "api_calls": 0, + "input_tokens": 22266, + "cached_input_tokens": 19840, + "output_tokens": 97, + "total_tokens": 22363, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2175, + "estimated_output_tokens": 81, + "estimated_total_tokens": 2256, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11197.7, + "sql_execution_elapsed_ms_total": 2.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_7b5835b76b730d58\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4481fc93141e135a0c3f88c66fdba7ca0dcefe27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:12:12.905967+00:00", + "ended_at": "2026-05-04T09:12:24.098559+00:00", + "elapsed_ms": 11197.7, + "prompt_metrics": { + "chars": 7589, + "bytes_utf8": 7589, + "lines": 238, + "estimated_tokens": 2175 + }, + "stdout_metrics": { + "chars": 669, + "bytes_utf8": 669, + "lines": 4, + "estimated_tokens": 180 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13208 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 354, + "bytes_utf8": 354, + "lines": 1, + "estimated_tokens": 81 + }, + "usage": { + "input_tokens": 22266, + "cached_input_tokens": 19840, + "output_tokens": 97 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5eb4efd299d0a9c419efefbb8d3b294cb7d57d77 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "fixed acidity", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..05685ab1fe69c33e6dc0a3307356591cbbad0bd5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df242-6e25-7cf1-9dab-bc875df2aee5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"fixed acidity\\\". Kept to a single-table SQLite SELECT and quoted identifiers with double quotes.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22266,"cached_input_tokens":19840,"output_tokens":97}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b755ea8ee804cbd98aa19b2c9586e9969bdca39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"fixed acidity\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"fixed acidity\". Kept to a single-table SQLite SELECT and quoted identifiers with double quotes."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f9e3b29bdcde360e9d3cdc9d5bdc505ab98ef2b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:12:13.161637Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:12:15.514520Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:12:23.154994Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d94e29bd2a0b59ce0c478ad3ad14b5e6c386651b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity. +Result preview: [{"fixed acidity": "6.8", "row_count": 308}, {"fixed acidity": "6.6", "row_count": 290}, {"fixed acidity": "6.4", "row_count": 280}, {"fixed acidity": "6.9", "row_count": 241}, {"fixed acidity": "6.7", "row_count": 236}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..71d90759756bd7b7d75dfc20896569c87b8d1ecb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n3_7b5835b76b730d58 +-- problem_id: v2p_n3_faa9e61209f22b3d +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS row_count +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4f8f5cffda16ca4d9fd2c9c004fca1de8caa520 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"fixed acidity\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"fixed acidity\", \"row_count\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"row_count\": 308}, {\"fixed acidity\": \"6.6\", \"row_count\": 290}, {\"fixed acidity\": \"6.4\", \"row_count\": 280}, {\"fixed acidity\": \"6.9\", \"row_count\": 241}, {\"fixed acidity\": \"6.7\", \"row_count\": 236}, {\"fixed acidity\": \"7\", \"row_count\": 232}, {\"fixed acidity\": \"6.5\", \"row_count\": 225}, {\"fixed acidity\": \"7.2\", \"row_count\": 206}, {\"fixed acidity\": \"7.1\", \"row_count\": 200}, {\"fixed acidity\": \"7.4\", \"row_count\": 194}, {\"fixed acidity\": \"6.2\", \"row_count\": 192}, {\"fixed acidity\": \"6.3\", \"row_count\": 188}, {\"fixed acidity\": \"6\", \"row_count\": 184}, {\"fixed acidity\": \"7.3\", \"row_count\": 178}, {\"fixed acidity\": \"6.1\", \"row_count\": 155}, {\"fixed acidity\": \"7.6\", \"row_count\": 153}, {\"fixed acidity\": \"7.5\", \"row_count\": 123}, {\"fixed acidity\": \"5.8\", \"row_count\": 121}, {\"fixed acidity\": \"5.9\", \"row_count\": 103}, {\"fixed acidity\": \"7.8\", \"row_count\": 93}, {\"fixed acidity\": \"7.7\", \"row_count\": 93}, {\"fixed acidity\": \"5.7\", \"row_count\": 88}, {\"fixed acidity\": \"8\", \"row_count\": 80}, {\"fixed acidity\": \"7.9\", \"row_count\": 74}, {\"fixed acidity\": \"5.6\", \"row_count\": 71}, {\"fixed acidity\": \"8.2\", \"row_count\": 56}, {\"fixed acidity\": \"8.1\", \"row_count\": 56}, {\"fixed acidity\": \"8.3\", \"row_count\": 52}, {\"fixed acidity\": \"8.4\", \"row_count\": 35}, {\"fixed acidity\": \"8.5\", \"row_count\": 32}, {\"fixed acidity\": \"5.5\", \"row_count\": 31}, {\"fixed acidity\": \"5.4\", \"row_count\": 28}, {\"fixed acidity\": \"5.2\", \"row_count\": 28}, {\"fixed acidity\": \"5.3\", \"row_count\": 27}, {\"fixed acidity\": \"8.6\", \"row_count\": 25}, {\"fixed acidity\": \"5\", \"row_count\": 24}, {\"fixed acidity\": \"5.1\", \"row_count\": 23}, {\"fixed acidity\": \"9.2\", \"row_count\": 21}, {\"fixed acidity\": \"8.8\", \"row_count\": 18}, {\"fixed acidity\": \"9\", \"row_count\": 17}, {\"fixed acidity\": \"8.9\", \"row_count\": 16}, {\"fixed acidity\": \"8.7\", \"row_count\": 15}, {\"fixed acidity\": \"9.4\", \"row_count\": 11}, {\"fixed acidity\": \"4.8\", \"row_count\": 9}, {\"fixed acidity\": \"9.8\", \"row_count\": 8}, {\"fixed acidity\": \"4.9\", \"row_count\": 7}, {\"fixed acidity\": \"9.1\", \"row_count\": 6}, {\"fixed acidity\": \"9.6\", \"row_count\": 5}, {\"fixed acidity\": \"4.7\", \"row_count\": 5}, {\"fixed acidity\": \"9.7\", \"row_count\": 4}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.89}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cbcc2eb6e7792c9f97ec0a460f6258c1c7719bfe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:12:12.903126+00:00", + "ended_at": "2026-05-04T09:12:24.129861+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_7b5835b76b730d58", + "problem_id": "v2p_n3_faa9e61209f22b3d", + "dataset_id": "n3", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_7b5835b76b730d58.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_7b5835b76b730d58", + "api_calls": 0, + "input_tokens": 22266, + "cached_input_tokens": 19840, + "output_tokens": 97, + "total_tokens": 22363, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2175, + "estimated_output_tokens": 81, + "estimated_total_tokens": 2256, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11197.7, + "sql_execution_elapsed_ms_total": 2.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_7b5835b76b730d58\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5f9b4c52e6f149376d5edb3f380d3fc1c1b0614 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_7b5835b76b730d58/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:12:24.116483+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11197.7, "started_at": "2026-05-04T09:12:12.905967+00:00", "ended_at": "2026-05-04T09:12:24.098559+00:00", "prompt_metrics": {"chars": 7589, "bytes_utf8": 7589, "lines": 238, "estimated_tokens": 2175}, "response_metrics": {"chars": 354, "bytes_utf8": 354, "lines": 1, "estimated_tokens": 81}, "usage": {"input_tokens": 22266, "cached_input_tokens": 19840, "output_tokens": 97}, "stderr_preview": "2026-05-04T09:12:13.161637Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:12:15.514520Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=citric acid.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "citric acid", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..760c0cb0e40b57cbad59f6dee4f4e2870cb26b11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24a-139b-78f2-8e61-83d0349702ff"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"citric acid\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sulphates\\\";\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"sulphates\\\", measure_col=\\\"citric acid\\\", and min_group_size=5. CAST to REAL is used because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22339,"cached_input_tokens":21888,"output_tokens":208}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91cc55f22e9da370a87ec47acb69b8d1a8c2de5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sulphates\", AVG(CAST(\"citric acid\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY \"sulphates\";","notes":"Applied the planned Support-Guarded Group Average template with group_col=\"sulphates\", measure_col=\"citric acid\", and min_group_size=5. CAST to REAL is used because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d3557fa8ebfa3e203f7599bd753c256c6898e5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:20:34.262474Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:20:36.629666Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:20:45.543012Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..20de0f97ad3bb2760ce27b743a397fd459e8210e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=citric acid. +Result preview: [{"sulphates": "0.27", "avg_measure": 0.34615384615384615, "support": 13}, {"sulphates": "0.28", "avg_measure": 0.3246153846153846, "support": 13}, {"sulphates": "0.29", "avg_measure": 0.304375, "support": 16}, {"sulphates": "0.3", "avg_measure": 0.33580645161290323, "support": 31}, {"sulphates": "0.31", "avg_measure": 0.33685714285714285, "support": 35}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f388464360aec895e530093c227c19be60dbcada --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_826e7e337e8443d7 +-- problem_id: v2p_n3_7fa2f77106a1f622 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("citric acid" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY "sulphates"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e2ebb17eaa9ace11362774bb50c1ea45872efca9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sulphates\", AVG(CAST(\"citric acid\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY \"sulphates\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"citric acid\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sulphates\\\";\", \"columns\": [\"sulphates\", \"avg_measure\", \"support\"], \"rows\": [{\"sulphates\": \"0.27\", \"avg_measure\": 0.34615384615384615, \"support\": 13}, {\"sulphates\": \"0.28\", \"avg_measure\": 0.3246153846153846, \"support\": 13}, {\"sulphates\": \"0.29\", \"avg_measure\": 0.304375, \"support\": 16}, {\"sulphates\": \"0.3\", \"avg_measure\": 0.33580645161290323, \"support\": 31}, {\"sulphates\": \"0.31\", \"avg_measure\": 0.33685714285714285, \"support\": 35}, {\"sulphates\": \"0.32\", \"avg_measure\": 0.32833333333333337, \"support\": 54}, {\"sulphates\": \"0.33\", \"avg_measure\": 0.33186440677966106, \"support\": 59}, {\"sulphates\": \"0.34\", \"avg_measure\": 0.3286904761904762, \"support\": 84}, {\"sulphates\": \"0.35\", \"avg_measure\": 0.29670588235294115, \"support\": 85}, {\"sulphates\": \"0.36\", \"avg_measure\": 0.31916666666666665, \"support\": 120}, {\"sulphates\": \"0.37\", \"avg_measure\": 0.30418604651162795, \"support\": 129}, {\"sulphates\": \"0.38\", \"avg_measure\": 0.30775700934579436, \"support\": 214}, {\"sulphates\": \"0.39\", \"avg_measure\": 0.32920529801324505, \"support\": 151}, {\"sulphates\": \"0.4\", \"avg_measure\": 0.3382142857142857, \"support\": 168}, {\"sulphates\": \"0.41\", \"avg_measure\": 0.32827338129496403, \"support\": 139}, {\"sulphates\": \"0.42\", \"avg_measure\": 0.3330386740331492, \"support\": 181}, {\"sulphates\": \"0.43\", \"avg_measure\": 0.34335403726708075, \"support\": 161}, {\"sulphates\": \"0.44\", \"avg_measure\": 0.33708333333333335, \"support\": 216}, {\"sulphates\": \"0.45\", \"avg_measure\": 0.35151685393258425, \"support\": 178}, {\"sulphates\": \"0.46\", \"avg_measure\": 0.33422222222222225, \"support\": 225}, {\"sulphates\": \"0.47\", \"avg_measure\": 0.3388953488372093, \"support\": 172}, {\"sulphates\": \"0.48\", \"avg_measure\": 0.3363687150837989, \"support\": 179}, {\"sulphates\": \"0.49\", \"avg_measure\": 0.3486144578313253, \"support\": 166}, {\"sulphates\": \"0.5\", \"avg_measure\": 0.3278714859437751, \"support\": 249}, {\"sulphates\": \"0.51\", \"avg_measure\": 0.3365, \"support\": 140}, {\"sulphates\": \"0.52\", \"avg_measure\": 0.3312820512820513, \"support\": 156}, {\"sulphates\": \"0.53\", \"avg_measure\": 0.3453333333333333, \"support\": 135}, {\"sulphates\": \"0.54\", \"avg_measure\": 0.3337724550898204, \"support\": 167}, {\"sulphates\": \"0.55\", \"avg_measure\": 0.3383333333333333, \"support\": 102}, {\"sulphates\": \"0.56\", \"avg_measure\": 0.324537037037037, \"support\": 108}, {\"sulphates\": \"0.57\", \"avg_measure\": 0.33180722891566267, \"support\": 83}, {\"sulphates\": \"0.58\", \"avg_measure\": 0.3323232323232323, \"support\": 99}, {\"sulphates\": \"0.59\", \"avg_measure\": 0.34927835051546396, \"support\": 97}, {\"sulphates\": \"0.6\", \"avg_measure\": 0.3281818181818182, \"support\": 88}, {\"sulphates\": \"0.61\", \"avg_measure\": 0.3411111111111111, \"support\": 45}, {\"sulphates\": \"0.62\", \"avg_measure\": 0.3416176470588235, \"support\": 68}, {\"sulphates\": \"0.63\", \"avg_measure\": 0.3127083333333333, \"support\": 48}, {\"sulphates\": \"0.64\", \"avg_measure\": 0.35253731343283584, \"support\": 67}, {\"sulphates\": \"0.65\", \"avg_measure\": 0.3417857142857143, \"support\": 28}, {\"sulphates\": \"0.66\", \"avg_measure\": 0.32055555555555554, \"support\": 36}, {\"sulphates\": \"0.67\", \"avg_measure\": 0.3402857142857143, \"support\": 35}, {\"sulphates\": \"0.68\", \"avg_measure\": 0.36727272727272725, \"support\": 44}, {\"sulphates\": \"0.69\", \"avg_measure\": 0.3446666666666667, \"support\": 30}, {\"sulphates\": \"0.7\", \"avg_measure\": 0.41555555555555557, \"support\": 27}, {\"sulphates\": \"0.71\", \"avg_measure\": 0.28833333333333333, \"support\": 18}, {\"sulphates\": \"0.72\", \"avg_measure\": 0.3187878787878788, \"support\": 33}, {\"sulphates\": \"0.73\", \"avg_measure\": 0.35333333333333333, \"support\": 12}, {\"sulphates\": \"0.74\", \"avg_measure\": 0.34421052631578947, \"support\": 19}, {\"sulphates\": \"0.75\", \"avg_measure\": 0.3981818181818182, \"support\": 22}, {\"sulphates\": \"0.76\", \"avg_measure\": 0.36894736842105263, \"support\": 19}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2c8c1c2cf4995e4a2b55a1cee1bfb80d657f36d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:20:34.059507+00:00", + "ended_at": "2026-05-04T09:20:46.460359+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_826e7e337e8443d7", + "problem_id": "v2p_n3_7fa2f77106a1f622", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=citric acid.", + "bindings": { + "group_col": "sulphates", + "measure_col": "citric acid", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=79" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_826e7e337e8443d7.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_826e7e337e8443d7", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 21888, + "output_tokens": 208, + "total_tokens": 22547, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 125, + "estimated_total_tokens": 2375, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12361.63, + "sql_execution_elapsed_ms_total": 6.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_826e7e337e8443d7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d07c8b53ec35af806af84f24f2714b691217ca81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:20:46.442725+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12361.63, "started_at": "2026-05-04T09:20:34.062450+00:00", "ended_at": "2026-05-04T09:20:46.423883+00:00", "prompt_metrics": {"chars": 7820, "bytes_utf8": 7820, "lines": 240, "estimated_tokens": 2250}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 22339, "cached_input_tokens": 21888, "output_tokens": 208}, "stderr_preview": "2026-05-04T09:20:34.262474Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:20:36.629666Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"sulphates\\\";\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"sulphates\\\", measure_col=\\\"citric acid\\\", and min_group_size=5. CAST to REAL is used because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..261a92bc27719acb0dddf448d10aa9de36b2afdc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_826e7e337e8443d7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_826e7e337e8443d7", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 21888, + "output_tokens": 208, + "total_tokens": 22547, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 125, + "estimated_total_tokens": 2375, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12361.63, + "sql_execution_elapsed_ms_total": 6.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_826e7e337e8443d7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee79044073af616ec7f317deae4a0a8178db87e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7864, "bytes_utf8": 7864, "lines": 240, "estimated_tokens": 2242}} +{"attempt": 1, "phase": 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a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9bf4ca1d7397c220dc8d8b940e21ce2740f8fa54 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_83d26cfa22da2acf", + "api_calls": 0, + "input_tokens": 44929, + "cached_input_tokens": 41728, + "output_tokens": 978, + "total_tokens": 45907, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4747, + "estimated_output_tokens": 516, + "estimated_total_tokens": 5263, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34709.81, + "sql_execution_elapsed_ms_total": 18.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_83d26cfa22da2acf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f30f7196fb28ff0d24da5033e4b0ea4bc5f3f70e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:26:15.631766+00:00", + "ended_at": "2026-05-04T09:26:31.806335+00:00", + "elapsed_ms": 16174.91, + "prompt_metrics": { + "chars": 7864, + "bytes_utf8": 7864, + "lines": 240, + "estimated_tokens": 2242 + }, + "stdout_metrics": { + "chars": 1354, + "bytes_utf8": 1354, + "lines": 4, + "estimated_tokens": 436 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13277 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 937, + "bytes_utf8": 937, + "lines": 1, + "estimated_tokens": 275 + }, + "usage": { + "input_tokens": 22333, + "cached_input_tokens": 20864, + "output_tokens": 438 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_attempt_2.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c38deef64beb4ab8df82cfbb87bd3dc53ffa6c45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:26:31.853369+00:00", + "ended_at": "2026-05-04T09:26:50.388080+00:00", + "elapsed_ms": 18534.9, + "prompt_metrics": { + "chars": 8755, + "bytes_utf8": 8755, + "lines": 244, + "estimated_tokens": 2505 + }, + "stdout_metrics": { + "chars": 1165, + "bytes_utf8": 1165, + "lines": 4, + "estimated_tokens": 385 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13199 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 778, + "bytes_utf8": 778, + "lines": 1, + "estimated_tokens": 241 + }, + "usage": { + "input_tokens": 22596, + "cached_input_tokens": 20864, + "output_tokens": 540 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fe785960629f058999ef83af9f096de3e7085e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=volatile acidity.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sulphates", + "measure_col": "volatile acidity", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8a62c2b5bc1862ed137dedd39de855f0e5e6340 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,244 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=volatile acidity.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sulphates", + "measure_col": "volatile acidity", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sulphates\",\n CAST(\"volatile acidity\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"volatile acidity\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sulphates\") AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"volatile acidity\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"sulphates\",\n \"measure_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"sulphates\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..65b5b4d0e932520ebf50b6492ac0b4835808c4a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24f-49eb-7011-b669-f5f682a1b6e7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n CAST(\\\"volatile acidity\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"volatile acidity\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sulphates\\\") AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"volatile acidity\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"sulphates\\\" group via window functions and casts the TEXT measure column to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22333,"cached_input_tokens":20864,"output_tokens":438}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cd4dc1b2386f0d4eceed9339e52f3220cbaaebd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sulphates\",\n CAST(\"volatile acidity\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"volatile acidity\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sulphates\") AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"volatile acidity\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"sulphates\",\n \"measure_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"sulphates\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \"sulphates\" group via window functions and casts the TEXT measure column to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fae217a24a0ab2d68b3e0d095f2f1f07800f5a89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24f-893e-7291-8f49-96d67e9187da"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n CAST(\\\"volatile acidity\\\" AS REAL) AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"volatile acidity\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sulphates\\\") AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"volatile acidity\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL with integer arithmetic for the 90th-percentile rank: CEIL(0.9 * cnt) = CAST(((9 * cnt) + 9) / 10 AS INTEGER) in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22596,"cached_input_tokens":20864,"output_tokens":540}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..66ad62c7b59ebf77f506a8da05ddaf4abddfdf04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sulphates\",\n CAST(\"volatile acidity\" AS REAL) AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"volatile acidity\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sulphates\") AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"volatile acidity\" IS NOT NULL\n)\nSELECT\n \"sulphates\",\n \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL with integer arithmetic for the 90th-percentile rank: CEIL(0.9 * cnt) = CAST(((9 * cnt) + 9) / 10 AS INTEGER) in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae14c2aef6ba0afdd4e887b17acb67fc83d8c1f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:26:15.863925Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:26:18.219886Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:26:30.998134Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..71e0f23cea8b0b3320753182a72b317a929de4f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T09:26:32.119812Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:26:34.437661Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:26:49.340662Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..11319f1e3b04b1fbda6f0601ab42644a75fe9a17 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=volatile acidity. +Result preview: [{"sulphates": "0.92", "percentile_measure": 0.785}, {"sulphates": "0.94", "percentile_measure": 0.76}, {"sulphates": "0.25", "percentile_measure": 0.75}, {"sulphates": "1", "percentile_measure": 0.655}, {"sulphates": "0.74", "percentile_measure": 0.57}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..58d8e942dccfc4771b1c859bf7df5c646acac1a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_83d26cfa22da2acf +-- problem_id: v2p_n3_839a1a27306e1de8 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sulphates", + CAST("volatile acidity" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY CAST("volatile acidity" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "sulphates") AS "cnt" + FROM "n3" + WHERE "sulphates" IS NOT NULL + AND "volatile acidity" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "sulphates", + "measure_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +) +SELECT + "sulphates", + "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ef9e0ee5b496cd90191427d7a9e06cad24f9ab9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sulphates\",\n CAST(\"volatile acidity\" AS REAL) AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"volatile acidity\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sulphates\") AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"volatile acidity\" IS NOT NULL\n)\nSELECT\n \"sulphates\",\n \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n CAST(\\\"volatile acidity\\\" AS REAL) AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"volatile acidity\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sulphates\\\") AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"volatile acidity\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"sulphates\", \"percentile_measure\"], \"rows\": [{\"sulphates\": \"0.92\", \"percentile_measure\": 0.785}, {\"sulphates\": \"0.94\", \"percentile_measure\": 0.76}, {\"sulphates\": \"0.25\", \"percentile_measure\": 0.75}, {\"sulphates\": \"1\", \"percentile_measure\": 0.655}, {\"sulphates\": \"0.74\", \"percentile_measure\": 0.57}, {\"sulphates\": \"0.57\", \"percentile_measure\": 0.51}, {\"sulphates\": \"0.88\", \"percentile_measure\": 0.5}, {\"sulphates\": \"0.9\", \"percentile_measure\": 0.49}, {\"sulphates\": \"0.29\", \"percentile_measure\": 0.475}, {\"sulphates\": \"0.34\", \"percentile_measure\": 0.46}, {\"sulphates\": \"0.35\", \"percentile_measure\": 0.46}, {\"sulphates\": \"0.51\", \"percentile_measure\": 0.46}, {\"sulphates\": \"0.77\", \"percentile_measure\": 0.46}, {\"sulphates\": \"0.83\", \"percentile_measure\": 0.455}, {\"sulphates\": \"0.27\", \"percentile_measure\": 0.45}, {\"sulphates\": \"0.28\", \"percentile_measure\": 0.45}, {\"sulphates\": \"0.32\", \"percentile_measure\": 0.45}, {\"sulphates\": \"0.38\", \"percentile_measure\": 0.45}, {\"sulphates\": \"0.33\", \"percentile_measure\": 0.44}, {\"sulphates\": \"0.36\", \"percentile_measure\": 0.44}, {\"sulphates\": \"0.47\", \"percentile_measure\": 0.42}, {\"sulphates\": \"0.58\", \"percentile_measure\": 0.42}, {\"sulphates\": \"0.6\", \"percentile_measure\": 0.42}, {\"sulphates\": \"0.53\", \"percentile_measure\": 0.41}, {\"sulphates\": \"0.67\", \"percentile_measure\": 0.41}, {\"sulphates\": \"0.79\", \"percentile_measure\": 0.41}, {\"sulphates\": \"0.86\", \"percentile_measure\": 0.41}, {\"sulphates\": \"0.4\", \"percentile_measure\": 0.405}, {\"sulphates\": \"0.46\", \"percentile_measure\": 0.4}, {\"sulphates\": \"0.49\", \"percentile_measure\": 0.4}, {\"sulphates\": \"0.52\", \"percentile_measure\": 0.4}, {\"sulphates\": \"0.54\", \"percentile_measure\": 0.4}, {\"sulphates\": \"0.62\", \"percentile_measure\": 0.4}, {\"sulphates\": \"0.73\", \"percentile_measure\": 0.4}, {\"sulphates\": \"0.42\", \"percentile_measure\": 0.39}, {\"sulphates\": \"0.43\", \"percentile_measure\": 0.39}, {\"sulphates\": \"0.44\", \"percentile_measure\": 0.39}, {\"sulphates\": \"0.45\", \"percentile_measure\": 0.39}, {\"sulphates\": \"0.48\", \"percentile_measure\": 0.39}, {\"sulphates\": \"0.87\", \"percentile_measure\": 0.39}, {\"sulphates\": \"0.63\", \"percentile_measure\": 0.385}, {\"sulphates\": \"0.31\", \"percentile_measure\": 0.38}, {\"sulphates\": \"0.37\", \"percentile_measure\": 0.38}, {\"sulphates\": \"0.41\", \"percentile_measure\": 0.38}, {\"sulphates\": \"0.5\", \"percentile_measure\": 0.38}, {\"sulphates\": \"0.56\", \"percentile_measure\": 0.38}, {\"sulphates\": \"0.61\", \"percentile_measure\": 0.38}, {\"sulphates\": \"0.71\", \"percentile_measure\": 0.38}, {\"sulphates\": \"0.72\", \"percentile_measure\": 0.38}, {\"sulphates\": \"0.76\", \"percentile_measure\": 0.38}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 18.18}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..62860bdc2b884b7e889d94b7e8413bf1698f1b9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:26:15.628717+00:00", + "ended_at": "2026-05-04T09:26:50.431890+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_83d26cfa22da2acf", + "problem_id": "v2p_n3_839a1a27306e1de8", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=volatile acidity.", + "bindings": { + "group_col": "sulphates", + "measure_col": "volatile acidity", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_83d26cfa22da2acf.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_83d26cfa22da2acf", + "api_calls": 0, + "input_tokens": 44929, + "cached_input_tokens": 41728, + "output_tokens": 978, + "total_tokens": 45907, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4747, + "estimated_output_tokens": 516, + "estimated_total_tokens": 5263, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34709.81, + "sql_execution_elapsed_ms_total": 18.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_83d26cfa22da2acf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b864822296f808ab37875b7e2832cda0c16b634 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_83d26cfa22da2acf/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T09:26:31.847075+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16174.91, "started_at": "2026-05-04T09:26:15.631766+00:00", "ended_at": "2026-05-04T09:26:31.806335+00:00", "prompt_metrics": {"chars": 7864, "bytes_utf8": 7864, "lines": 240, "estimated_tokens": 2242}, "response_metrics": {"chars": 937, "bytes_utf8": 937, "lines": 1, "estimated_tokens": 275}, "usage": {"input_tokens": 22333, "cached_input_tokens": 20864, "output_tokens": 438}, "stderr_preview": "2026-05-04T09:26:15.863925Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:26:18.219886Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=sulphates, measure_col=residual sugar.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd56a2dca9aae41275f2a3ece191d45156aa5c46 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df255-e063-73c0-82d9-993f3fecb071"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"residual sugar\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING SUM(CAST(\\\"residual sugar\\\" AS REAL)) > 9.9\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"sulphates\\\" and measure_col=\\\"residual sugar\\\". Cast \\\"residual sugar\\\" to REAL because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22339,"cached_input_tokens":20864,"output_tokens":169}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..424c4b4dec96ba4f8b68ba364c329ae2b5685662 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"sulphates\", SUM(CAST(\"residual sugar\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING SUM(CAST(\"residual sugar\" AS REAL)) > 9.9\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"sulphates\" and measure_col=\"residual sugar\". Cast \"residual sugar\" to REAL because the schema stores numeric values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e68fcda5ae4d75c6b553b594009936b296e29f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:33:27.607038Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:33:30.216293Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:33:38.955208Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cee2dfc8ea79853b41791f960cfc160cb150c602 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=sulphates, measure_col=residual sugar. +Result preview: [{"sulphates": "0.5", "total_measure": 2026.35}, {"sulphates": "0.46", "total_measure": 1565.05}, {"sulphates": "0.44", "total_measure": 1485.8}, {"sulphates": "0.38", "total_measure": 1469.75}, {"sulphates": "0.49", "total_measure": 1200.05}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0841e7d64ba2396bd94871d1337784dfdd1c01fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_858023827a4c6faa +-- problem_id: v2p_n3_3e8747e422388398 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("residual sugar" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "sulphates" +HAVING SUM(CAST("residual sugar" AS REAL)) > 9.9 +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a5312ae2e4a3cf26c1d4e168049710286aa286e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"sulphates\", SUM(CAST(\"residual sugar\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING SUM(CAST(\"residual sugar\" AS REAL)) > 9.9\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"residual sugar\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING SUM(CAST(\\\"residual sugar\\\" AS REAL)) > 9.9\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"sulphates\", \"total_measure\"], \"rows\": [{\"sulphates\": \"0.5\", \"total_measure\": 2026.35}, {\"sulphates\": \"0.46\", \"total_measure\": 1565.05}, {\"sulphates\": \"0.44\", \"total_measure\": 1485.8}, {\"sulphates\": \"0.38\", \"total_measure\": 1469.75}, {\"sulphates\": \"0.49\", \"total_measure\": 1200.05}, {\"sulphates\": \"0.45\", \"total_measure\": 1166.45}, {\"sulphates\": \"0.48\", \"total_measure\": 1159.25}, {\"sulphates\": \"0.42\", \"total_measure\": 1126.35}, {\"sulphates\": \"0.47\", \"total_measure\": 1087.75}, {\"sulphates\": \"0.43\", \"total_measure\": 1053.25}, {\"sulphates\": \"0.54\", \"total_measure\": 1017.85}, {\"sulphates\": \"0.52\", \"total_measure\": 990.05}, {\"sulphates\": \"0.4\", \"total_measure\": 946.95}, {\"sulphates\": \"0.53\", \"total_measure\": 931.1}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.17}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a1c20c9b203f08dbac2d8706f594dc3c30244acd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:33:27.331618+00:00", + "ended_at": "2026-05-04T09:33:39.645078+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_858023827a4c6faa", + "problem_id": "v2p_n3_3e8747e422388398", + "dataset_id": "n3", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=sulphates, measure_col=residual sugar.", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=124" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_858023827a4c6faa.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_858023827a4c6faa", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 20864, + "output_tokens": 169, + "total_tokens": 22508, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2381, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12275.29, + "sql_execution_elapsed_ms_total": 4.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_858023827a4c6faa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2df5689421976ae539a84c12d0fa6fd31c46c871 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:33:39.631277+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12275.29, "started_at": "2026-05-04T09:33:27.336128+00:00", "ended_at": "2026-05-04T09:33:39.611663+00:00", "prompt_metrics": {"chars": 7848, "bytes_utf8": 7848, "lines": 240, "estimated_tokens": 2250}, "response_metrics": {"chars": 487, "bytes_utf8": 487, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22339, "cached_input_tokens": 20864, "output_tokens": 169}, "stderr_preview": "2026-05-04T09:33:27.607038Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:33:30.216293Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 9.9\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"sulphates\\\" and measure_col=\\\"residual sugar\\\". Cast \\\"residual sugar\\\" to REAL because the schema stores numeric values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..75e3b3493618c2bb9ebd56b10d25bdefc30c9aba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_858023827a4c6faa/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_858023827a4c6faa", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 20864, + "output_tokens": 169, + "total_tokens": 22508, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2381, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12275.29, + "sql_execution_elapsed_ms_total": 4.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_858023827a4c6faa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..10a63aec9a7c1daeb717c331e65a07790739c096 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7862, "bytes_utf8": 7862, "lines": 242, "estimated_tokens": 2257}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 476, "bytes_utf8": 476, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22348, "cached_input_tokens": 21888, "output_tokens": 120}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ce5b5c98122909f5c818a8504cb87c8b610b043a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_85d456629edf8323", + "api_calls": 0, + "input_tokens": 22348, + "cached_input_tokens": 21888, + "output_tokens": 120, + "total_tokens": 22468, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2257, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2361, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10618.26, + "sql_execution_elapsed_ms_total": 5.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_85d456629edf8323\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0ca1728a4a6ebc3fe54eb9a4661dc9783aee4663 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:23:39.678303+00:00", + "ended_at": "2026-05-04T09:23:50.291724+00:00", + "elapsed_ms": 10618.26, + "prompt_metrics": { + "chars": 7862, + "bytes_utf8": 7862, + "lines": 242, + "estimated_tokens": 2257 + }, + "stdout_metrics": { + "chars": 800, + "bytes_utf8": 800, + "lines": 4, + "estimated_tokens": 208 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13205 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 476, + "bytes_utf8": 476, + "lines": 1, + "estimated_tokens": 104 + }, + "usage": { + "input_tokens": 22348, + "cached_input_tokens": 21888, + "output_tokens": 120 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bafc2accc68854a6f44f4671f6d6a980b8afd430 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=quality, measure_col=residual sugar.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "measure_col": "residual sugar", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f02a4828d3eb2b11c8804b484f1b96286d531fc2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24c-e89e-7c90-8862-0c386c337c50"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\", AVG(CAST(\\\"residual sugar\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Two-Dimensional Group Average template with fixed acidity and quality as grouping columns and residual sugar as the averaged measure. Cast residual sugar from TEXT to REAL for correct numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22348,"cached_input_tokens":21888,"output_tokens":120}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b1f1f77e78b82b048d50fc0aab58798939ca29c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"fixed acidity\", \"quality\", AVG(CAST(\"residual sugar\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY avg_measure DESC;","notes":"Used the provided Two-Dimensional Group Average template with fixed acidity and quality as grouping columns and residual sugar as the averaged measure. Cast residual sugar from TEXT to REAL for correct numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c536aaeb3e3eee35e4dc07bb649cedb7858a986f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:23:39.872354Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:23:42.235603Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:23:49.527408Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..63f6ed76040a9c5a05542e9883f33f43b559c9fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=quality, measure_col=residual sugar. +Result preview: [{"fixed acidity": "8.5", "quality": "3", "avg_measure": 16.2}, {"fixed acidity": "8.6", "quality": "3", "avg_measure": 15.55}, {"fixed acidity": "8.1", "quality": "4", "avg_measure": 15.4}, {"fixed acidity": "6.8", "quality": "3", "avg_measure": 15.1}, {"fixed acidity": "7.6", "quality": "8", "avg_measure": 14.199999999999998}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..90597fce3baee0a21f3ff9335829dab2acaf8b4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_85d456629edf8323 +-- problem_id: v2p_n3_183858bc19dc4763 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", AVG(CAST("residual sugar" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c015cc54281a51d5c70956b23048a41641a7be8d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"fixed acidity\", \"quality\", AVG(CAST(\"residual sugar\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\", AVG(CAST(\\\"residual sugar\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"quality\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"8.5\", \"quality\": \"3\", \"avg_measure\": 16.2}, {\"fixed acidity\": \"8.6\", \"quality\": \"3\", \"avg_measure\": 15.55}, {\"fixed acidity\": \"8.1\", \"quality\": \"4\", \"avg_measure\": 15.4}, {\"fixed acidity\": \"6.8\", \"quality\": \"3\", \"avg_measure\": 15.1}, {\"fixed acidity\": \"7.6\", \"quality\": \"8\", \"avg_measure\": 14.199999999999998}, {\"fixed acidity\": \"5.7\", \"quality\": \"8\", \"avg_measure\": 11.4}, {\"fixed acidity\": \"5.9\", \"quality\": \"8\", \"avg_measure\": 11.4}, {\"fixed acidity\": \"8.7\", \"quality\": \"7\", \"avg_measure\": 11.25}, {\"fixed acidity\": \"11.8\", \"quality\": \"3\", \"avg_measure\": 11.1}, {\"fixed acidity\": \"3.8\", \"quality\": \"6\", \"avg_measure\": 11.1}, {\"fixed acidity\": \"7.7\", \"quality\": \"4\", \"avg_measure\": 11.1}, {\"fixed acidity\": \"7.9\", \"quality\": \"3\", \"avg_measure\": 10.6}, {\"fixed acidity\": \"9.1\", \"quality\": \"9\", \"avg_measure\": 10.6}, {\"fixed acidity\": \"7.5\", \"quality\": \"4\", \"avg_measure\": 10.200000000000001}, {\"fixed acidity\": \"8.1\", \"quality\": \"8\", \"avg_measure\": 9.966666666666667}, {\"fixed acidity\": \"9.8\", \"quality\": \"4\", \"avg_measure\": 9.700000000000001}, {\"fixed acidity\": \"7.15\", \"quality\": \"6\", \"avg_measure\": 9.6}, {\"fixed acidity\": \"7.5\", \"quality\": \"5\", \"avg_measure\": 9.454901960784314}, {\"fixed acidity\": \"8.1\", \"quality\": \"7\", \"avg_measure\": 9.428571428571429}, {\"fixed acidity\": \"7.4\", \"quality\": \"5\", \"avg_measure\": 9.409016393442624}, {\"fixed acidity\": \"7.8\", \"quality\": \"6\", \"avg_measure\": 9.246}, {\"fixed acidity\": \"6.9\", \"quality\": \"5\", \"avg_measure\": 9.107042253521128}, {\"fixed acidity\": \"8.4\", \"quality\": \"6\", \"avg_measure\": 8.966666666666667}, {\"fixed acidity\": \"7.7\", \"quality\": \"5\", \"avg_measure\": 8.862903225806452}, {\"fixed acidity\": \"6.8\", \"quality\": \"5\", \"avg_measure\": 8.734408602150538}, {\"fixed acidity\": \"6.5\", \"quality\": \"5\", \"avg_measure\": 8.708035714285716}, {\"fixed acidity\": \"9.4\", \"quality\": \"3\", \"avg_measure\": 8.5}, {\"fixed acidity\": \"7.4\", \"quality\": \"7\", \"avg_measure\": 8.438775510204081}, {\"fixed acidity\": \"8.4\", \"quality\": \"5\", \"avg_measure\": 8.420833333333333}, {\"fixed acidity\": \"6.7\", \"quality\": \"5\", \"avg_measure\": 8.35223880597015}, {\"fixed acidity\": \"8.7\", \"quality\": \"5\", \"avg_measure\": 8.333333333333334}, {\"fixed acidity\": \"10.7\", \"quality\": \"6\", \"avg_measure\": 8.2}, {\"fixed acidity\": \"8.3\", \"quality\": \"5\", \"avg_measure\": 8.109523809523811}, {\"fixed acidity\": \"8\", \"quality\": \"5\", \"avg_measure\": 8.102500000000001}, {\"fixed acidity\": \"5.5\", \"quality\": \"8\", \"avg_measure\": 8.1}, {\"fixed acidity\": \"6.1\", \"quality\": \"5\", \"avg_measure\": 8.069565217391304}, {\"fixed acidity\": \"8.9\", \"quality\": \"6\", \"avg_measure\": 7.9375}, {\"fixed acidity\": \"7.1\", \"quality\": \"8\", \"avg_measure\": 7.8875}, {\"fixed acidity\": \"7.2\", \"quality\": \"5\", \"avg_measure\": 7.830821917808219}, {\"fixed acidity\": \"7.6\", \"quality\": \"4\", \"avg_measure\": 7.800000000000001}, {\"fixed acidity\": \"10\", \"quality\": \"6\", \"avg_measure\": 7.75}, {\"fixed acidity\": \"6.3\", \"quality\": \"5\", \"avg_measure\": 7.651136363636363}, {\"fixed acidity\": \"6.5\", \"quality\": \"6\", \"avg_measure\": 7.623684210526315}, {\"fixed acidity\": \"6.4\", \"quality\": \"5\", \"avg_measure\": 7.618571428571429}, {\"fixed acidity\": \"8\", \"quality\": \"4\", \"avg_measure\": 7.609999999999999}, {\"fixed acidity\": \"6.3\", \"quality\": \"4\", \"avg_measure\": 7.6000000000000005}, {\"fixed acidity\": \"7.3\", \"quality\": \"8\", \"avg_measure\": 7.6000000000000005}, {\"fixed acidity\": \"7.1\", \"quality\": \"5\", \"avg_measure\": 7.563793103448275}, {\"fixed acidity\": \"7.3\", \"quality\": \"6\", \"avg_measure\": 7.536075949367089}, {\"fixed acidity\": \"6.6\", \"quality\": \"5\", \"avg_measure\": 7.528282828282828}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.62}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..23213aec26d1a5e48030cd0dccb376c3a9533534 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:23:39.675513+00:00", + "ended_at": "2026-05-04T09:23:50.329364+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_85d456629edf8323", + "problem_id": "v2p_n3_183858bc19dc4763", + "dataset_id": "n3", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=quality, measure_col=residual sugar.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "measure_col": "residual sugar", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_85d456629edf8323.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_85d456629edf8323", + "api_calls": 0, + "input_tokens": 22348, + "cached_input_tokens": 21888, + "output_tokens": 120, + "total_tokens": 22468, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2257, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2361, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10618.26, + "sql_execution_elapsed_ms_total": 5.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_85d456629edf8323\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..82b2568290f0dc2e9d9829b3c9d0a8672d0cc588 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_85d456629edf8323/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:23:50.315227+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10618.26, "started_at": "2026-05-04T09:23:39.678303+00:00", "ended_at": "2026-05-04T09:23:50.291724+00:00", "prompt_metrics": {"chars": 7862, "bytes_utf8": 7862, "lines": 242, "estimated_tokens": 2257}, "response_metrics": {"chars": 476, "bytes_utf8": 476, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22348, "cached_input_tokens": 21888, "output_tokens": 120}, "stderr_preview": "2026-05-04T09:23:39.872354Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:23:42.235603Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, group_col_2=quality, measure_col=volatile acidity.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "measure_col": "volatile acidity", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d46b4e39317841f16d3734b28d018453bc988e1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24c-5bfc-7982-a6b9-52b98c4dc964"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sulphates\\\", \\\"quality\\\", AVG(CAST(\\\"volatile acidity\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Two-Dimensional Group Average template with group_col=\\\"sulphates\\\", group_col_2=\\\"quality\\\", and measure_col=\\\"volatile acidity\\\". Cast \\\"volatile acidity\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22350,"cached_input_tokens":20864,"output_tokens":146}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b909ffdf1ddad24f131f5b0127d8a409f6e317a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sulphates\", \"quality\", AVG(CAST(\"volatile acidity\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY avg_measure DESC;","notes":"Used the provided Two-Dimensional Group Average template with group_col=\"sulphates\", group_col_2=\"quality\", and measure_col=\"volatile acidity\". Cast \"volatile acidity\" to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..607adce9407f5ec606eb04b7c0d6c52dd2e7b4d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:23:03.863139Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:23:06.161763Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:23:13.818804Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a08fcf555e38344ccca7ee2a979f0021a4d8499 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, group_col_2=quality, measure_col=volatile acidity. +Result preview: [{"sulphates": "0.92", "quality": "6", "avg_measure": 0.785}, {"sulphates": "0.94", "quality": "7", "avg_measure": 0.76}, {"sulphates": "0.25", "quality": "4", "avg_measure": 0.75}, {"sulphates": "0.67", "quality": "4", "avg_measure": 0.67}, {"sulphates": "0.68", "quality": "4", "avg_measure": 0.66}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b2f43848b1c837a4730781cd74d4cd266be84a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_8721b61f0eb5682e +-- problem_id: v2p_n3_adc499e7830fe9e9 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", AVG(CAST("volatile acidity" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..64d12807f4309fd2d965cbdd15080065b6cac430 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sulphates\", \"quality\", AVG(CAST(\"volatile acidity\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sulphates\\\", \\\"quality\\\", AVG(CAST(\\\"volatile acidity\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sulphates\", \"quality\", \"avg_measure\"], \"rows\": [{\"sulphates\": \"0.92\", \"quality\": \"6\", \"avg_measure\": 0.785}, {\"sulphates\": \"0.94\", \"quality\": \"7\", \"avg_measure\": 0.76}, {\"sulphates\": \"0.25\", \"quality\": \"4\", \"avg_measure\": 0.75}, {\"sulphates\": \"0.67\", \"quality\": \"4\", \"avg_measure\": 0.67}, {\"sulphates\": \"0.68\", \"quality\": \"4\", \"avg_measure\": 0.66}, {\"sulphates\": \"1\", \"quality\": \"6\", \"avg_measure\": 0.655}, {\"sulphates\": \"0.74\", \"quality\": \"3\", \"avg_measure\": 0.64}, {\"sulphates\": \"0.59\", \"quality\": \"4\", \"avg_measure\": 0.56}, {\"sulphates\": \"0.51\", \"quality\": \"4\", \"avg_measure\": 0.5475}, {\"sulphates\": \"0.28\", \"quality\": \"4\", \"avg_measure\": 0.54}, {\"sulphates\": \"0.71\", \"quality\": \"4\", \"avg_measure\": 0.53}, {\"sulphates\": \"0.78\", \"quality\": \"8\", \"avg_measure\": 0.5}, {\"sulphates\": \"0.88\", \"quality\": \"7\", \"avg_measure\": 0.5}, {\"sulphates\": \"0.49\", \"quality\": \"4\", \"avg_measure\": 0.491}, {\"sulphates\": \"0.82\", \"quality\": \"5\", \"avg_measure\": 0.49}, {\"sulphates\": \"0.9\", \"quality\": \"7\", \"avg_measure\": 0.49}, {\"sulphates\": \"0.6\", \"quality\": \"4\", \"avg_measure\": 0.48333333333333334}, {\"sulphates\": \"0.54\", \"quality\": \"3\", \"avg_measure\": 0.48}, {\"sulphates\": \"0.77\", \"quality\": \"8\", \"avg_measure\": 0.46}, {\"sulphates\": \"0.83\", \"quality\": \"7\", \"avg_measure\": 0.455}, {\"sulphates\": \"0.53\", \"quality\": \"8\", \"avg_measure\": 0.45333333333333337}, {\"sulphates\": \"0.25\", \"quality\": \"8\", \"avg_measure\": 0.45}, {\"sulphates\": \"0.4\", \"quality\": \"4\", \"avg_measure\": 0.4475}, {\"sulphates\": \"0.32\", \"quality\": \"4\", \"avg_measure\": 0.4466666666666667}, {\"sulphates\": \"0.27\", \"quality\": \"8\", \"avg_measure\": 0.445}, {\"sulphates\": \"0.39\", \"quality\": \"4\", \"avg_measure\": 0.442}, {\"sulphates\": \"0.37\", \"quality\": \"3\", \"avg_measure\": 0.44}, {\"sulphates\": \"0.73\", \"quality\": \"6\", \"avg_measure\": 0.44}, {\"sulphates\": \"0.47\", \"quality\": \"4\", \"avg_measure\": 0.43444444444444447}, {\"sulphates\": \"0.38\", \"quality\": \"4\", \"avg_measure\": 0.42928571428571427}, {\"sulphates\": \"0.52\", \"quality\": \"4\", \"avg_measure\": 0.42250000000000004}, {\"sulphates\": \"0.45\", \"quality\": \"8\", \"avg_measure\": 0.42}, {\"sulphates\": \"0.46\", \"quality\": \"4\", \"avg_measure\": 0.41714285714285715}, {\"sulphates\": \"0.57\", \"quality\": \"4\", \"avg_measure\": 0.41500000000000004}, {\"sulphates\": \"0.38\", \"quality\": \"3\", \"avg_measure\": 0.415}, {\"sulphates\": \"0.27\", \"quality\": \"7\", \"avg_measure\": 0.41333333333333333}, {\"sulphates\": \"0.36\", \"quality\": \"4\", \"avg_measure\": 0.41100000000000003}, {\"sulphates\": \"0.35\", \"quality\": \"8\", \"avg_measure\": 0.41}, {\"sulphates\": \"0.54\", \"quality\": \"8\", \"avg_measure\": 0.41}, {\"sulphates\": \"0.86\", \"quality\": \"4\", \"avg_measure\": 0.41}, {\"sulphates\": \"0.29\", \"quality\": \"5\", \"avg_measure\": 0.40714285714285714}, {\"sulphates\": \"0.35\", \"quality\": \"4\", \"avg_measure\": 0.40166666666666667}, {\"sulphates\": \"0.58\", \"quality\": \"4\", \"avg_measure\": 0.4000000000000001}, {\"sulphates\": \"0.63\", \"quality\": \"3\", \"avg_measure\": 0.4}, {\"sulphates\": \"0.3\", \"quality\": \"4\", \"avg_measure\": 0.39333333333333337}, {\"sulphates\": \"0.33\", \"quality\": \"5\", \"avg_measure\": 0.3933333333333333}, {\"sulphates\": \"0.48\", \"quality\": \"4\", \"avg_measure\": 0.3921428571428572}, {\"sulphates\": \"0.87\", \"quality\": \"4\", \"avg_measure\": 0.39}, {\"sulphates\": \"0.57\", \"quality\": \"8\", \"avg_measure\": 0.38999999999999996}, {\"sulphates\": \"0.41\", \"quality\": \"4\", \"avg_measure\": 0.385}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.34}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..57fe22847f22ca42edaa1647dc0e3bc0ca182bfe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:23:03.563870+00:00", + "ended_at": "2026-05-04T09:23:14.703848+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_8721b61f0eb5682e", + "problem_id": "v2p_n3_adc499e7830fe9e9", + "dataset_id": "n3", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, group_col_2=quality, measure_col=volatile acidity.", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "measure_col": "volatile acidity", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_8721b61f0eb5682e.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_8721b61f0eb5682e", + "api_calls": 0, + "input_tokens": 22350, + "cached_input_tokens": 20864, + "output_tokens": 146, + "total_tokens": 22496, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2259, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2375, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11097.41, + "sql_execution_elapsed_ms_total": 6.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_8721b61f0eb5682e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be97ed36d32be22721ba0a19d5bf76c06ea28610 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8721b61f0eb5682e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:23:14.686316+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11097.41, "started_at": "2026-05-04T09:23:03.568964+00:00", "ended_at": "2026-05-04T09:23:14.666383+00:00", "prompt_metrics": {"chars": 7859, "bytes_utf8": 7859, "lines": 242, "estimated_tokens": 2259}, "response_metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22350, "cached_input_tokens": 20864, "output_tokens": 146}, "stderr_preview": "2026-05-04T09:23:03.863139Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:23:06.161763Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_88b560c0a7f86742/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_88b560c0a7f86742/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..17a0b990ce7b3bf09fc0af4e7e3b8cca2e5dd6ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_88b560c0a7f86742/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_88b560c0a7f86742\n-- problem_id: v2p_n3_2b63a9ab07d9f0f0\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"density\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"density\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_88b560c0a7f86742\\n-- problem_id: v2p_n3_2b63a9ab07d9f0f0\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"density\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"density\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"density\", \"support\", \"avg_response\"], \"rows\": [{\"density\": \"0.992\", \"support\": 64, \"avg_response\": 6.9953125}, {\"density\": \"0.9928\", \"support\": 61, \"avg_response\": 6.9606557377049185}, {\"density\": \"0.9932\", \"support\": 53, \"avg_response\": 6.8999999999999995}, {\"density\": \"0.993\", \"support\": 52, \"avg_response\": 7.196153846153846}, {\"density\": \"0.9934\", \"support\": 50, \"avg_response\": 6.87}, {\"density\": \"0.9938\", \"support\": 49, \"avg_response\": 7.259183673469387}, {\"density\": \"0.9927\", \"support\": 47, \"avg_response\": 6.721276595744681}, {\"density\": \"0.9944\", \"support\": 46, \"avg_response\": 7.23695652173913}, {\"density\": \"0.9948\", \"support\": 45, \"avg_response\": 7.191111111111112}, {\"density\": \"0.9954\", \"support\": 44, \"avg_response\": 7.109090909090909}, {\"density\": \"0.9924\", \"support\": 44, \"avg_response\": 6.640909090909091}, {\"density\": \"0.9986\", \"support\": 42, \"avg_response\": 7.204761904761905}, {\"density\": \"0.9956\", \"support\": 41, \"avg_response\": 6.982926829268293}, {\"density\": \"0.9958\", \"support\": 40, \"avg_response\": 7.325}, {\"density\": \"0.9918\", \"support\": 40, \"avg_response\": 7.15}, {\"density\": \"0.9914\", \"support\": 39, \"avg_response\": 6.843589743589743}, {\"density\": \"0.9942\", \"support\": 38, \"avg_response\": 6.9605263157894735}, {\"density\": \"0.994\", \"support\": 37, \"avg_response\": 7.048648648648649}, {\"density\": \"0.9952\", \"support\": 37, \"avg_response\": 7.027027027027027}, {\"density\": \"0.9966\", \"support\": 36, \"avg_response\": 7.51111111111111}, {\"density\": \"0.998\", \"support\": 35, \"avg_response\": 7.668571428571428}, {\"density\": \"0.9937\", \"support\": 35, \"avg_response\": 6.797142857142857}, {\"density\": \"0.9976\", \"support\": 34, \"avg_response\": 7.197058823529411}, {\"density\": \"0.9936\", \"support\": 34, \"avg_response\": 7.167647058823529}, {\"density\": \"0.9917\", \"support\": 34, \"avg_response\": 6.823529411764706}, {\"density\": \"0.991\", \"support\": 34, \"avg_response\": 6.770588235294118}, {\"density\": \"0.9972\", \"support\": 33, \"avg_response\": 6.742424242424242}, {\"density\": \"0.9912\", \"support\": 33, \"avg_response\": 6.736363636363636}, {\"density\": \"0.9926\", \"support\": 32, \"avg_response\": 7.45}, {\"density\": \"0.9953\", \"support\": 32, \"avg_response\": 7.2125}, {\"density\": \"0.9946\", \"support\": 32, \"avg_response\": 7.003125}, {\"density\": \"0.9906\", \"support\": 32, \"avg_response\": 6.640625}, {\"density\": \"0.9962\", \"support\": 31, \"avg_response\": 7.006451612903225}, {\"density\": \"0.9955\", \"support\": 30, \"avg_response\": 7.02}, {\"density\": \"0.9984\", \"support\": 29, \"avg_response\": 7.23103448275862}, {\"density\": \"0.9982\", \"support\": 28, \"avg_response\": 7.335714285714286}, {\"density\": \"0.9974\", \"support\": 28, \"avg_response\": 7.214285714285714}, {\"density\": \"0.9939\", \"support\": 28, \"avg_response\": 7.2}, {\"density\": \"0.9931\", \"support\": 28, \"avg_response\": 6.867857142857143}, {\"density\": \"0.99\", \"support\": 28, \"avg_response\": 6.757142857142857}, {\"density\": \"0.9922\", \"support\": 27, \"avg_response\": 6.796296296296297}, {\"density\": \"0.9941\", \"support\": 25, \"avg_response\": 7.228}, {\"density\": \"0.9951\", \"support\": 25, \"avg_response\": 7.16}, {\"density\": \"0.9911\", \"support\": 25, \"avg_response\": 7.1}, {\"density\": \"0.995\", \"support\": 25, \"avg_response\": 6.856}, {\"density\": \"0.9908\", \"support\": 25, \"avg_response\": 6.707999999999999}, {\"density\": \"0.9979\", \"support\": 24, \"avg_response\": 6.983333333333333}, {\"density\": \"0.9959\", \"support\": 23, \"avg_response\": 7.178260869565217}, {\"density\": \"0.9978\", \"support\": 23, \"avg_response\": 7.021739130434782}, {\"density\": \"0.9916\", \"support\": 23, \"avg_response\": 7.004347826086956}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_88b560c0a7f86742/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_88b560c0a7f86742/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b0c05919d660e4872a6abcd04fc3f19e3d2ebf66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_88b560c0a7f86742/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.313601+00:00", + "ended_at": "2026-05-04T09:37:05.322436+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_88b560c0a7f86742", + "problem_id": "v2p_n3_2b63a9ab07d9f0f0", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=fixed acidity, key_col=density.", + "bindings": { + "key_col": "density", + "measure_col": "fixed acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=25", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 25, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_88b560c0a7f86742.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_88b560c0a7f86742/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_88b560c0a7f86742/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_88b560c0a7f86742/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6cce7a6526dfedd7adbebc42d49e73376244372 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"chlorides": "0.044", "support": 201, "avg_response": 0.3339303482587065}, {"chlorides": "0.036", "support": 200, "avg_response": 0.31705}, {"chlorides": "0.042", "support": 184, "avg_response": 0.3398369565217391}, {"chlorides": "0.04", "support": 182, "avg_response": 0.325}, {"chlorides": "0.046", "support": 181, "avg_response": 0.34204419889502763}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bffe5418622c671cb2e32c3c0c7d319784d69bcc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_8a3e619fa2157b0e +-- problem_id: v2p_n3_d02f0ff162e654ff +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "chlorides", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "chlorides" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bbf10c0d605f1ef02d769bd42aee46b2061c6d10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_8a3e619fa2157b0e\n-- problem_id: v2p_n3_d02f0ff162e654ff\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"chlorides\",\n COUNT(*) AS support,\n AVG(\"citric acid\") AS avg_response\nFROM \"n3\"\nGROUP BY \"chlorides\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_8a3e619fa2157b0e\\n-- problem_id: v2p_n3_d02f0ff162e654ff\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"chlorides\\\",\\n COUNT(*) AS support,\\n AVG(\\\"citric acid\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"chlorides\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"chlorides\", \"support\", \"avg_response\"], \"rows\": [{\"chlorides\": \"0.044\", \"support\": 201, \"avg_response\": 0.3339303482587065}, {\"chlorides\": \"0.036\", \"support\": 200, \"avg_response\": 0.31705}, {\"chlorides\": \"0.042\", \"support\": 184, \"avg_response\": 0.3398369565217391}, {\"chlorides\": \"0.04\", \"support\": 182, \"avg_response\": 0.325}, {\"chlorides\": \"0.046\", \"support\": 181, \"avg_response\": 0.34204419889502763}, {\"chlorides\": \"0.048\", \"support\": 174, \"avg_response\": 0.3224137931034483}, {\"chlorides\": \"0.047\", \"support\": 171, \"avg_response\": 0.35005847953216374}, {\"chlorides\": \"0.045\", \"support\": 170, \"avg_response\": 0.36623529411764705}, {\"chlorides\": \"0.05\", \"support\": 170, \"avg_response\": 0.3432941176470588}, {\"chlorides\": \"0.034\", \"support\": 168, \"avg_response\": 0.32}, {\"chlorides\": \"0.038\", \"support\": 167, \"avg_response\": 0.3307185628742515}, {\"chlorides\": \"0.037\", \"support\": 160, \"avg_response\": 0.34362499999999996}, {\"chlorides\": \"0.039\", \"support\": 157, \"avg_response\": 0.3372611464968153}, {\"chlorides\": \"0.041\", \"support\": 147, \"avg_response\": 0.33394557823129256}, {\"chlorides\": \"0.043\", \"support\": 141, \"avg_response\": 0.33978723404255323}, {\"chlorides\": \"0.049\", \"support\": 133, \"avg_response\": 0.3356390977443609}, {\"chlorides\": \"0.053\", \"support\": 130, \"avg_response\": 0.33592307692307694}, {\"chlorides\": \"0.035\", \"support\": 130, \"avg_response\": 0.323}, {\"chlorides\": \"0.033\", \"support\": 119, \"avg_response\": 0.32361344537815123}, {\"chlorides\": \"0.051\", \"support\": 115, \"avg_response\": 0.3175652173913044}, {\"chlorides\": \"0.032\", \"support\": 109, \"avg_response\": 0.3218348623853211}, {\"chlorides\": \"0.03\", \"support\": 108, \"avg_response\": 0.31703703703703706}, {\"chlorides\": \"0.031\", \"support\": 107, \"avg_response\": 0.30906542056074765}, {\"chlorides\": \"0.052\", \"support\": 104, \"avg_response\": 0.3499038461538462}, {\"chlorides\": \"0.054\", \"support\": 99, \"avg_response\": 0.32353535353535356}, {\"chlorides\": \"0.056\", \"support\": 88, \"avg_response\": 0.34125}, {\"chlorides\": \"0.028\", \"support\": 85, \"avg_response\": 0.33482352941176474}, {\"chlorides\": \"0.029\", \"support\": 81, \"avg_response\": 0.328641975308642}, {\"chlorides\": \"0.057\", \"support\": 68, \"avg_response\": 0.33588235294117647}, {\"chlorides\": \"0.055\", \"support\": 61, \"avg_response\": 0.3468852459016393}, {\"chlorides\": \"0.027\", \"support\": 58, \"avg_response\": 0.3370689655172414}, {\"chlorides\": \"0.026\", \"support\": 54, \"avg_response\": 0.31833333333333336}, {\"chlorides\": \"0.058\", \"support\": 53, \"avg_response\": 0.32999999999999996}, {\"chlorides\": \"0.06\", \"support\": 46, \"avg_response\": 0.3008695652173913}, {\"chlorides\": \"0.059\", \"support\": 36, \"avg_response\": 0.32583333333333336}, {\"chlorides\": \"0.024\", \"support\": 34, \"avg_response\": 0.30970588235294116}, {\"chlorides\": \"0.025\", \"support\": 30, \"avg_response\": 0.30966666666666665}, {\"chlorides\": \"0.062\", \"support\": 25, \"avg_response\": 0.33799999999999997}, {\"chlorides\": \"0.063\", \"support\": 23, \"avg_response\": 0.32521739130434785}, {\"chlorides\": \"0.023\", \"support\": 20, \"avg_response\": 0.3215}, {\"chlorides\": \"0.022\", \"support\": 19, \"avg_response\": 0.41105263157894734}, {\"chlorides\": \"0.061\", \"support\": 19, \"avg_response\": 0.3589473684210526}, {\"chlorides\": \"0.021\", \"support\": 19, \"avg_response\": 0.3336842105263158}, {\"chlorides\": \"0.067\", \"support\": 18, \"avg_response\": 0.35555555555555557}, {\"chlorides\": \"0.066\", \"support\": 18, \"avg_response\": 0.34}, {\"chlorides\": \"0.069\", \"support\": 18, \"avg_response\": 0.3111111111111111}, {\"chlorides\": \"0.02\", \"support\": 16, \"avg_response\": 0.285}, {\"chlorides\": \"0.064\", \"support\": 15, \"avg_response\": 0.27466666666666667}, {\"chlorides\": \"0.018\", \"support\": 10, \"avg_response\": 0.296}, {\"chlorides\": \"0.076\", \"support\": 9, \"avg_response\": 0.3611111111111111}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.12}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ada0a7ad649e6425fb3c75603f28aab2b539aaad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.210047+00:00", + "ended_at": "2026-05-04T09:37:05.218731+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_8a3e619fa2157b0e", + "problem_id": "v2p_n3_d02f0ff162e654ff", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=citric acid, key_col=chlorides.", + "bindings": { + "key_col": "chlorides", + "measure_col": "citric acid", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=15", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 15, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_8a3e619fa2157b0e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26f2273e2fe2eb7000f6d3c23f54a27749cf41ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7673, "bytes_utf8": 7673, "lines": 240, "estimated_tokens": 2200}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 405, "bytes_utf8": 405, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22291, "cached_input_tokens": 21888, "output_tokens": 163}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dc50f655fbbc14d509f3827d85102190e575df2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_8b3b2fa50055c9c3", + "api_calls": 0, + "input_tokens": 22291, + "cached_input_tokens": 21888, + "output_tokens": 163, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2200, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2299, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14223.42, + "sql_execution_elapsed_ms_total": 4.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_8b3b2fa50055c9c3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..363aaa96eb34b123f46b913cc992ef468ceceb55 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:14:16.361253+00:00", + "ended_at": "2026-05-04T09:14:30.584435+00:00", + "elapsed_ms": 14223.42, + "prompt_metrics": { + "chars": 7673, + "bytes_utf8": 7673, + "lines": 240, + "estimated_tokens": 2200 + }, + "stdout_metrics": { + "chars": 729, + "bytes_utf8": 729, + "lines": 4, + "estimated_tokens": 202 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13220 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 405, + "bytes_utf8": 405, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 22291, + "cached_input_tokens": 21888, + "output_tokens": 163 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f9dba30ae2cbe6d3b59ac44ab093b051f693406 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=pH.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "pH", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..57fdc78da09233875865db017044c969ae3cea26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df244-503b-7350-a3c0-2ab6557daceb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"pH\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Mean template with group_col bound to \\\"fixed acidity\\\" and measure_col bound to \\\"pH\\\". CAST to REAL is included because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22291,"cached_input_tokens":21888,"output_tokens":163}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cc6c4cfe8d216f9198080f489da505d962937e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"fixed acidity\", AVG(CAST(\"pH\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY avg_measure DESC;","notes":"Used the required Grouped Numeric Mean template with group_col bound to \"fixed acidity\" and measure_col bound to \"pH\". CAST to REAL is included because the schema stores numeric values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1379c111f2a0a9a88380caf1f1298b645bbfcba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:14:16.569724Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:14:18.957446Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:14:29.701927Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f7e03c5858e4239f1b1a25c683119b5cc36e66c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=pH. +Result preview: [{"fixed acidity": "4.6", "avg_measure": 3.79}, {"fixed acidity": "3.8", "avg_measure": 3.75}, {"fixed acidity": "3.9", "avg_measure": 3.57}, {"fixed acidity": "4.2", "avg_measure": 3.535}, {"fixed acidity": "4.7", "avg_measure": 3.4539999999999997}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dcd8d180054d56bb62b9b53b56cf5939ab39b813 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_8b3b2fa50055c9c3 +-- problem_id: v2p_n3_7e95ac96029cee96 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("pH" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22b813dbd41dc492358380027536597f2ecd433d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"fixed acidity\", AVG(CAST(\"pH\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"pH\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"4.6\", \"avg_measure\": 3.79}, {\"fixed acidity\": \"3.8\", \"avg_measure\": 3.75}, {\"fixed acidity\": \"3.9\", \"avg_measure\": 3.57}, {\"fixed acidity\": \"4.2\", \"avg_measure\": 3.535}, {\"fixed acidity\": \"4.7\", \"avg_measure\": 3.4539999999999997}, {\"fixed acidity\": \"4.4\", \"avg_measure\": 3.4499999999999997}, {\"fixed acidity\": \"5\", \"avg_measure\": 3.4033333333333338}, {\"fixed acidity\": \"4.8\", \"avg_measure\": 3.393333333333333}, {\"fixed acidity\": \"6.15\", \"avg_measure\": 3.39}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 3.385185185185185}, {\"fixed acidity\": \"5.1\", \"avg_measure\": 3.377391304347826}, {\"fixed acidity\": \"5.2\", \"avg_measure\": 3.3564285714285718}, {\"fixed acidity\": \"4.5\", \"avg_measure\": 3.34}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 3.3317857142857146}, {\"fixed acidity\": \"5.5\", \"avg_measure\": 3.320967741935484}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 3.3198591549295777}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 3.3050485436893204}, {\"fixed acidity\": \"4.9\", \"avg_measure\": 3.2985714285714285}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 3.281900826446281}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 3.280909090909091}, {\"fixed acidity\": \"6.45\", \"avg_measure\": 3.27}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 3.249032258064516}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 3.2338020833333334}, {\"fixed acidity\": \"6\", \"avg_measure\": 3.233641304347826}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 3.2307446808510636}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 3.2105333333333332}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 3.2072857142857143}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 3.189137931034483}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 3.1885593220338984}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 3.1757261410788384}, {\"fixed acidity\": \"7\", \"avg_measure\": 3.1740086206896554}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 3.1696629213483147}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 3.1673376623376623}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 3.1660000000000004}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 3.1649462365591394}, {\"fixed acidity\": \"7.15\", \"avg_measure\": 3.15}, {\"fixed acidity\": \"14.2\", \"avg_measure\": 3.15}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 3.149854368932039}, {\"fixed acidity\": \"9.3\", \"avg_measure\": 3.1466666666666665}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 3.143333333333333}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 3.134301075268817}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 3.1289690721649484}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 3.125040650406504}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 3.1247297297297294}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 3.123529411764706}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 3.121785714285714}, {\"fixed acidity\": \"8\", \"avg_measure\": 3.11325}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 3.106346153846154}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 3.09875}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 3.093928571428571}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.85}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..928c6c4b88be259831dadb26670f3659e7971147 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:14:16.358316+00:00", + "ended_at": "2026-05-04T09:14:30.619971+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_8b3b2fa50055c9c3", + "problem_id": "v2p_n3_7e95ac96029cee96", + "dataset_id": "n3", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=pH.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "pH", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_8b3b2fa50055c9c3.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_8b3b2fa50055c9c3", + "api_calls": 0, + "input_tokens": 22291, + "cached_input_tokens": 21888, + "output_tokens": 163, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2200, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2299, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14223.42, + "sql_execution_elapsed_ms_total": 4.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_8b3b2fa50055c9c3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1172af8148ae858b7da95b979f5aec7580a4f8da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8b3b2fa50055c9c3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:14:30.607184+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14223.42, "started_at": "2026-05-04T09:14:16.361253+00:00", "ended_at": "2026-05-04T09:14:30.584435+00:00", "prompt_metrics": {"chars": 7673, "bytes_utf8": 7673, "lines": 240, "estimated_tokens": 2200}, "response_metrics": {"chars": 405, "bytes_utf8": 405, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22291, "cached_input_tokens": 21888, "output_tokens": 163}, "stderr_preview": "2026-05-04T09:14:16.569724Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:14:18.957446Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8d5147a31de1112b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8d5147a31de1112b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..97e447d45ce949c26908c5bdea305b12fb3983a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8d5147a31de1112b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_8d5147a31de1112b\n-- problem_id: v2p_n3_0866652222a91652\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"volatile acidity\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"volatile acidity\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_8d5147a31de1112b\\n-- problem_id: v2p_n3_0866652222a91652\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"volatile acidity\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"volatile acidity\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"volatile acidity\", \"support\", \"avg_response\"], \"rows\": [{\"volatile acidity\": \"0.28\", \"support\": 263, \"avg_response\": 6.8604562737642585}, {\"volatile acidity\": \"0.24\", \"support\": 253, \"avg_response\": 6.858102766798418}, {\"volatile acidity\": \"0.26\", \"support\": 240, \"avg_response\": 6.822500000000001}, {\"volatile acidity\": \"0.25\", \"support\": 231, \"avg_response\": 6.895238095238095}, {\"volatile acidity\": \"0.22\", \"support\": 229, \"avg_response\": 6.835807860262009}, {\"volatile acidity\": \"0.27\", \"support\": 218, \"avg_response\": 6.945412844036697}, {\"volatile acidity\": \"0.23\", \"support\": 216, \"avg_response\": 7.014351851851852}, {\"volatile acidity\": \"0.2\", \"support\": 214, \"avg_response\": 7.057943925233645}, {\"volatile acidity\": \"0.3\", \"support\": 198, \"avg_response\": 6.8813131313131315}, {\"volatile acidity\": \"0.21\", \"support\": 191, \"avg_response\": 6.864397905759162}, {\"volatile acidity\": \"0.32\", \"support\": 182, \"avg_response\": 6.741758241758242}, {\"volatile acidity\": \"0.18\", \"support\": 177, \"avg_response\": 6.967231638418079}, {\"volatile acidity\": \"0.19\", \"support\": 170, \"avg_response\": 6.9541176470588235}, {\"volatile acidity\": \"0.29\", \"support\": 160, \"avg_response\": 6.782500000000001}, {\"volatile acidity\": \"0.31\", \"support\": 148, \"avg_response\": 6.897297297297297}, {\"volatile acidity\": \"0.16\", \"support\": 141, \"avg_response\": 6.956737588652482}, {\"volatile acidity\": \"0.17\", \"support\": 140, \"avg_response\": 6.902857142857143}, {\"volatile acidity\": \"0.34\", \"support\": 135, \"avg_response\": 6.908148148148149}, {\"volatile acidity\": \"0.33\", \"support\": 134, \"avg_response\": 6.7164179104477615}, {\"volatile acidity\": \"0.36\", \"support\": 104, \"avg_response\": 6.763461538461538}, {\"volatile acidity\": \"0.15\", \"support\": 88, \"avg_response\": 6.759090909090909}, {\"volatile acidity\": \"0.35\", \"support\": 86, \"avg_response\": 6.734883720930233}, {\"volatile acidity\": \"0.37\", \"support\": 65, \"avg_response\": 6.815384615384615}, {\"volatile acidity\": \"0.38\", \"support\": 63, \"avg_response\": 6.852380952380952}, {\"volatile acidity\": \"0.39\", \"support\": 61, \"avg_response\": 6.926229508196721}, {\"volatile acidity\": \"0.4\", \"support\": 59, \"avg_response\": 6.972881355932203}, {\"volatile acidity\": \"0.14\", \"support\": 56, \"avg_response\": 6.965178571428572}, {\"volatile acidity\": \"0.41\", \"support\": 54, \"avg_response\": 6.596296296296296}, {\"volatile acidity\": \"0.44\", \"support\": 46, \"avg_response\": 6.893478260869566}, {\"volatile acidity\": \"0.13\", \"support\": 44, \"avg_response\": 6.804545454545454}, {\"volatile acidity\": \"0.42\", \"support\": 36, \"avg_response\": 7.188888888888889}, {\"volatile acidity\": \"0.43\", \"support\": 35, \"avg_response\": 6.968571428571429}, {\"volatile acidity\": \"0.12\", \"support\": 34, \"avg_response\": 6.626470588235295}, {\"volatile acidity\": \"0.46\", \"support\": 30, \"avg_response\": 6.633333333333334}, {\"volatile acidity\": \"0.45\", \"support\": 25, \"avg_response\": 6.843999999999999}, {\"volatile acidity\": \"0.48\", \"support\": 17, \"avg_response\": 6.958823529411765}, {\"volatile acidity\": \"0.47\", \"support\": 15, \"avg_response\": 6.680000000000001}, {\"volatile acidity\": \"0.49\", \"support\": 14, \"avg_response\": 7.557142857142857}, {\"volatile acidity\": \"0.55\", \"support\": 14, \"avg_response\": 7.178571428571429}, {\"volatile acidity\": \"0.5\", \"support\": 14, \"avg_response\": 6.5928571428571425}, {\"volatile acidity\": \"0.11\", \"support\": 13, \"avg_response\": 6.746153846153846}, {\"volatile acidity\": \"0.51\", \"support\": 10, \"avg_response\": 7.17}, {\"volatile acidity\": \"0.52\", \"support\": 10, \"avg_response\": 6.81}, {\"volatile acidity\": \"0.54\", \"support\": 10, \"avg_response\": 6.42}, {\"volatile acidity\": \"0.255\", \"support\": 10, \"avg_response\": 6.01}, {\"volatile acidity\": \"0.56\", \"support\": 9, \"avg_response\": 7.044444444444444}, {\"volatile acidity\": \"0.345\", \"support\": 9, \"avg_response\": 6.777777777777778}, {\"volatile acidity\": \"0.53\", \"support\": 8, \"avg_response\": 6.45}, {\"volatile acidity\": \"0.64\", \"support\": 7, \"avg_response\": 7.014285714285714}, {\"volatile acidity\": \"0.61\", \"support\": 7, \"avg_response\": 6.985714285714286}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8d5147a31de1112b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8d5147a31de1112b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7a4b00a77d188aacf2ebf60597782d03295add88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8d5147a31de1112b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.097963+00:00", + "ended_at": "2026-05-04T09:37:05.106127+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_8d5147a31de1112b", + "problem_id": "v2p_n3_0866652222a91652", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=fixed acidity, key_col=volatile acidity.", + "bindings": { + "key_col": "volatile acidity", + "measure_col": "fixed acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_8d5147a31de1112b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8d5147a31de1112b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8d5147a31de1112b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8d5147a31de1112b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8df91c80964443c1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8df91c80964443c1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8e9a9ec429fc72cf6041b960294901c1d2dcad6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8df91c80964443c1/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "6.8", "support": 308, "support_share": 0.06288280930992242, "cumulative_support": 308}, {"value_label": "6.6", "support": 290, "support_share": 0.05920783993466721, "cumulative_support": 598}, {"value_label": "6.4", "support": 280, "support_share": 0.05716619028174765, "cumulative_support": 878}, {"value_label": "6.9", "support": 241, "support_share": 0.04920375663536137, "cumulative_support": 1119}, {"value_label": "6.7", "support": 236, "support_share": 0.04818293180890159, "cumulative_support": 1355}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8df91c80964443c1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8df91c80964443c1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d1691ffad0f084653b3a182f4530aab04e2c77b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8df91c80964443c1/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n3_8df91c80964443c1 +-- problem_id: v2p_n3_a565e95f4ca2a7ef +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "fixed acidity" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "fixed acidity" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8df91c80964443c1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8df91c80964443c1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8731963b6c285cc433d51b24ff48029127d1acbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8df91c80964443c1/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_n3_8df91c80964443c1\n-- problem_id: v2p_n3_a565e95f4ca2a7ef\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"fixed acidity\" AS value_label, COUNT(*) AS support\n FROM \"n3\"\n GROUP BY \"fixed acidity\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_n3_8df91c80964443c1\\n-- problem_id: v2p_n3_a565e95f4ca2a7ef\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"fixed acidity\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n3\\\"\\n GROUP BY \\\"fixed acidity\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"6.8\", \"support\": 308, \"support_share\": 0.06288280930992242, \"cumulative_support\": 308}, {\"value_label\": \"6.6\", \"support\": 290, \"support_share\": 0.05920783993466721, \"cumulative_support\": 598}, {\"value_label\": \"6.4\", \"support\": 280, \"support_share\": 0.05716619028174765, \"cumulative_support\": 878}, {\"value_label\": \"6.9\", \"support\": 241, \"support_share\": 0.04920375663536137, \"cumulative_support\": 1119}, {\"value_label\": \"6.7\", \"support\": 236, \"support_share\": 0.04818293180890159, \"cumulative_support\": 1355}, {\"value_label\": \"7\", \"support\": 232, \"support_share\": 0.04736627194773377, \"cumulative_support\": 1587}, {\"value_label\": \"6.5\", \"support\": 225, \"support_share\": 0.045937117190690074, \"cumulative_support\": 1812}, {\"value_label\": \"7.2\", \"support\": 206, \"support_share\": 0.042057982850142915, \"cumulative_support\": 2018}, {\"value_label\": \"7.1\", \"support\": 200, \"support_share\": 0.04083299305839118, \"cumulative_support\": 2218}, {\"value_label\": \"7.4\", \"support\": 194, \"support_share\": 0.03960800326663944, \"cumulative_support\": 2412}, {\"value_label\": \"6.2\", \"support\": 192, \"support_share\": 0.039199673336055535, \"cumulative_support\": 2604}, {\"value_label\": \"6.3\", \"support\": 188, \"support_share\": 0.038383013474887706, \"cumulative_support\": 2792}, {\"value_label\": \"6\", \"support\": 184, \"support_share\": 0.037566353613719884, \"cumulative_support\": 2976}, {\"value_label\": \"7.3\", \"support\": 178, \"support_share\": 0.03634136382196815, \"cumulative_support\": 3154}, {\"value_label\": \"6.1\", \"support\": 155, \"support_share\": 0.03164556962025317, \"cumulative_support\": 3309}, {\"value_label\": \"7.6\", \"support\": 153, \"support_share\": 0.031237239689669252, \"cumulative_support\": 3462}, {\"value_label\": \"7.5\", \"support\": 123, \"support_share\": 0.025112290730910574, \"cumulative_support\": 3585}, {\"value_label\": \"5.8\", \"support\": 121, \"support_share\": 0.024703960800326663, \"cumulative_support\": 3706}, {\"value_label\": \"5.9\", \"support\": 103, \"support_share\": 0.021028991425071458, \"cumulative_support\": 3809}, {\"value_label\": \"7.7\", \"support\": 93, \"support_share\": 0.0189873417721519, \"cumulative_support\": 3902}, {\"value_label\": \"7.8\", \"support\": 93, \"support_share\": 0.0189873417721519, \"cumulative_support\": 3995}, {\"value_label\": \"5.7\", \"support\": 88, \"support_share\": 0.01796651694569212, \"cumulative_support\": 4083}, {\"value_label\": \"8\", \"support\": 80, \"support_share\": 0.016333197223356473, \"cumulative_support\": 4163}, {\"value_label\": \"7.9\", \"support\": 74, \"support_share\": 0.015108207431604737, \"cumulative_support\": 4237}, {\"value_label\": \"5.6\", \"support\": 71, \"support_share\": 0.014495712535728868, \"cumulative_support\": 4308}, {\"value_label\": \"8.1\", \"support\": 56, \"support_share\": 0.011433238056349531, \"cumulative_support\": 4364}, {\"value_label\": \"8.2\", \"support\": 56, \"support_share\": 0.011433238056349531, \"cumulative_support\": 4420}, {\"value_label\": \"8.3\", \"support\": 52, \"support_share\": 0.010616578195181707, \"cumulative_support\": 4472}, {\"value_label\": \"8.4\", \"support\": 35, \"support_share\": 0.0071457737852184565, \"cumulative_support\": 4507}, {\"value_label\": \"8.5\", \"support\": 32, \"support_share\": 0.006533278889342589, \"cumulative_support\": 4539}, {\"value_label\": \"5.5\", \"support\": 31, \"support_share\": 0.006329113924050633, \"cumulative_support\": 4570}, {\"value_label\": \"5.2\", \"support\": 28, \"support_share\": 0.0057166190281747655, \"cumulative_support\": 4598}, {\"value_label\": \"5.4\", \"support\": 28, \"support_share\": 0.0057166190281747655, \"cumulative_support\": 4626}, {\"value_label\": \"5.3\", \"support\": 27, \"support_share\": 0.005512454062882809, \"cumulative_support\": 4653}, {\"value_label\": \"8.6\", \"support\": 25, \"support_share\": 0.005104124132298897, \"cumulative_support\": 4678}, {\"value_label\": \"5\", \"support\": 24, \"support_share\": 0.004899959167006942, \"cumulative_support\": 4702}, {\"value_label\": \"5.1\", \"support\": 23, \"support_share\": 0.0046957942017149855, \"cumulative_support\": 4725}, {\"value_label\": \"9.2\", \"support\": 21, \"support_share\": 0.004287464271131074, \"cumulative_support\": 4746}, {\"value_label\": \"8.8\", \"support\": 18, \"support_share\": 0.0036749693752552064, \"cumulative_support\": 4764}, {\"value_label\": \"9\", \"support\": 17, \"support_share\": 0.0034708044099632505, \"cumulative_support\": 4781}, {\"value_label\": \"8.9\", \"support\": 16, \"support_share\": 0.0032666394446712946, \"cumulative_support\": 4797}, {\"value_label\": \"8.7\", \"support\": 15, \"support_share\": 0.0030624744793793387, \"cumulative_support\": 4812}, {\"value_label\": \"9.4\", \"support\": 11, \"support_share\": 0.002245814618211515, \"cumulative_support\": 4823}, {\"value_label\": \"4.8\", \"support\": 9, \"support_share\": 0.0018374846876276032, \"cumulative_support\": 4832}, {\"value_label\": \"9.8\", \"support\": 8, \"support_share\": 0.0016333197223356473, \"cumulative_support\": 4840}, {\"value_label\": \"4.9\", \"support\": 7, \"support_share\": 0.0014291547570436914, \"cumulative_support\": 4847}, {\"value_label\": \"9.1\", \"support\": 6, \"support_share\": 0.0012249897917517355, \"cumulative_support\": 4853}, {\"value_label\": \"4.7\", \"support\": 5, \"support_share\": 0.0010208248264597796, \"cumulative_support\": 4858}, {\"value_label\": \"9.6\", \"support\": 5, \"support_share\": 0.0010208248264597796, \"cumulative_support\": 4863}, {\"value_label\": \"9.7\", \"support\": 4, \"support_share\": 0.0008166598611678236, \"cumulative_support\": 4867}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8df91c80964443c1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8df91c80964443c1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f46ed7014bf8fc0e37cf64b0004998e650f8adff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8df91c80964443c1/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.005450+00:00", + "ended_at": "2026-05-04T09:37:05.012447+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_8df91c80964443c1", + "problem_id": "v2p_n3_a565e95f4ca2a7ef", + "dataset_id": "n3", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_8df91c80964443c1.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8df91c80964443c1/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8df91c80964443c1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8df91c80964443c1/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd6cd2ebf066eb435440267e6d95fc4d77e827a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7839, "bytes_utf8": 7839, "lines": 242, "estimated_tokens": 2255}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22346, "cached_input_tokens": 20864, "output_tokens": 151}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0db9f86298bad83b9c99d69eb5d2df411b010d0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_8f442873618f3664", + "api_calls": 0, + "input_tokens": 22346, + "cached_input_tokens": 20864, + "output_tokens": 151, + "total_tokens": 22497, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2255, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2364, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11372.5, + "sql_execution_elapsed_ms_total": 5.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_8f442873618f3664\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..db3d4b94a72fb77180282a511a6c47e0837cb0f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:21:47.729784+00:00", + "ended_at": "2026-05-04T09:21:59.102094+00:00", + "elapsed_ms": 11372.5, + "prompt_metrics": { + "chars": 7839, + "bytes_utf8": 7839, + "lines": 242, + "estimated_tokens": 2255 + }, + "stdout_metrics": { + "chars": 780, + "bytes_utf8": 780, + "lines": 4, + "estimated_tokens": 221 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13172 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 444, + "bytes_utf8": 444, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 22346, + "cached_input_tokens": 20864, + "output_tokens": 151 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..09913ef981cc4a904323f114bbb5de0729d37cc6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=quality, measure_col=pH.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "measure_col": "pH", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b409202d5ea9c91140f20ddbd837503ed452b3d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24b-3364-7e20-91b6-cdc629af2567"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\", AVG(CAST(\\\"pH\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Two-Dimensional Group Average template with group_col=\\\"fixed acidity\\\", group_col_2=\\\"quality\\\", and measure_col=\\\"pH\\\". CAST to REAL is needed because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22346,"cached_input_tokens":20864,"output_tokens":151}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c96112441b881a964488eee135fbb48a2efcf89c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"fixed acidity\", \"quality\", AVG(CAST(\"pH\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY avg_measure DESC;","notes":"Used the required Two-Dimensional Group Average template with group_col=\"fixed acidity\", group_col_2=\"quality\", and measure_col=\"pH\". CAST to REAL is needed because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1901db1730dac73dd1c42c3230b6aec05f313630 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:21:47.926868Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:21:50.334318Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:21:58.296998Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c43fdc1b29518260f3fa3a0892d1f88ea860486 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=quality, measure_col=pH. +Result preview: [{"fixed acidity": "4.6", "quality": "5", "avg_measure": 3.79}, {"fixed acidity": "3.8", "quality": "6", "avg_measure": 3.75}, {"fixed acidity": "4.2", "quality": "7", "avg_measure": 3.65}, {"fixed acidity": "4.7", "quality": "6", "avg_measure": 3.6449999999999996}, {"fixed acidity": "5.5", "quality": "4", "avg_measure": 3.63}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec874edda6325f74a60276cb9d45630cd5658bb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_8f442873618f3664 +-- problem_id: v2p_n3_3d192656c7b12e73 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", AVG(CAST("pH" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53a6c72562cdbf1f0d276bb6ab26a206810340c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"fixed acidity\", \"quality\", AVG(CAST(\"pH\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\", AVG(CAST(\\\"pH\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"quality\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"4.6\", \"quality\": \"5\", \"avg_measure\": 3.79}, {\"fixed acidity\": \"3.8\", \"quality\": \"6\", \"avg_measure\": 3.75}, {\"fixed acidity\": \"4.2\", \"quality\": \"7\", \"avg_measure\": 3.65}, {\"fixed acidity\": \"4.7\", \"quality\": \"6\", \"avg_measure\": 3.6449999999999996}, {\"fixed acidity\": \"5.5\", \"quality\": \"4\", \"avg_measure\": 3.63}, {\"fixed acidity\": \"3.9\", \"quality\": \"8\", \"avg_measure\": 3.57}, {\"fixed acidity\": \"6.7\", \"quality\": \"3\", \"avg_measure\": 3.55}, {\"fixed acidity\": \"5.8\", \"quality\": \"3\", \"avg_measure\": 3.53}, {\"fixed acidity\": \"5.2\", \"quality\": \"4\", \"avg_measure\": 3.52}, {\"fixed acidity\": \"5.9\", \"quality\": \"4\", \"avg_measure\": 3.52}, {\"fixed acidity\": \"4.4\", \"quality\": \"6\", \"avg_measure\": 3.48}, {\"fixed acidity\": \"4.8\", \"quality\": \"7\", \"avg_measure\": 3.48}, {\"fixed acidity\": \"5.3\", \"quality\": \"7\", \"avg_measure\": 3.48}, {\"fixed acidity\": \"5\", \"quality\": \"5\", \"avg_measure\": 3.465}, {\"fixed acidity\": \"4.4\", \"quality\": \"8\", \"avg_measure\": 3.46}, {\"fixed acidity\": \"7.9\", \"quality\": \"8\", \"avg_measure\": 3.45}, {\"fixed acidity\": \"5.3\", \"quality\": \"8\", \"avg_measure\": 3.445}, {\"fixed acidity\": \"5.3\", \"quality\": \"4\", \"avg_measure\": 3.4299999999999997}, {\"fixed acidity\": \"4.2\", \"quality\": \"3\", \"avg_measure\": 3.42}, {\"fixed acidity\": \"5.4\", \"quality\": \"7\", \"avg_measure\": 3.4171428571428573}, {\"fixed acidity\": \"4.4\", \"quality\": \"7\", \"avg_measure\": 3.41}, {\"fixed acidity\": \"6.6\", \"quality\": \"9\", \"avg_measure\": 3.41}, {\"fixed acidity\": \"5.1\", \"quality\": \"7\", \"avg_measure\": 3.407142857142857}, {\"fixed acidity\": \"5\", \"quality\": \"6\", \"avg_measure\": 3.4057142857142857}, {\"fixed acidity\": \"5.5\", \"quality\": \"8\", \"avg_measure\": 3.405}, {\"fixed acidity\": \"5\", \"quality\": \"8\", \"avg_measure\": 3.4}, {\"fixed acidity\": \"5.2\", \"quality\": \"8\", \"avg_measure\": 3.3962499999999998}, {\"fixed acidity\": \"5.5\", \"quality\": \"7\", \"avg_measure\": 3.393333333333333}, {\"fixed acidity\": \"6\", \"quality\": \"8\", \"avg_measure\": 3.39}, {\"fixed acidity\": \"6.15\", \"quality\": \"5\", \"avg_measure\": 3.39}, {\"fixed acidity\": \"5.7\", \"quality\": \"7\", \"avg_measure\": 3.3874999999999997}, {\"fixed acidity\": \"4.7\", \"quality\": \"5\", \"avg_measure\": 3.385}, {\"fixed acidity\": \"5.3\", \"quality\": \"6\", \"avg_measure\": 3.38}, {\"fixed acidity\": \"5\", \"quality\": \"7\", \"avg_measure\": 3.3783333333333334}, {\"fixed acidity\": \"6.2\", \"quality\": \"3\", \"avg_measure\": 3.37}, {\"fixed acidity\": \"7.1\", \"quality\": \"9\", \"avg_measure\": 3.37}, {\"fixed acidity\": \"6.2\", \"quality\": \"4\", \"avg_measure\": 3.368}, {\"fixed acidity\": \"5.1\", \"quality\": \"6\", \"avg_measure\": 3.3658333333333332}, {\"fixed acidity\": \"5.1\", \"quality\": \"5\", \"avg_measure\": 3.36}, {\"fixed acidity\": \"4.9\", \"quality\": \"5\", \"avg_measure\": 3.3550000000000004}, {\"fixed acidity\": \"4.8\", \"quality\": \"5\", \"avg_measure\": 3.35}, {\"fixed acidity\": \"5.9\", \"quality\": \"8\", \"avg_measure\": 3.35}, {\"fixed acidity\": \"5.2\", \"quality\": \"7\", \"avg_measure\": 3.3480000000000003}, {\"fixed acidity\": \"5.2\", \"quality\": \"6\", \"avg_measure\": 3.3409999999999997}, {\"fixed acidity\": \"5.6\", \"quality\": \"5\", \"avg_measure\": 3.3407142857142853}, {\"fixed acidity\": \"4.5\", \"quality\": \"5\", \"avg_measure\": 3.34}, {\"fixed acidity\": \"5.9\", \"quality\": \"7\", \"avg_measure\": 3.3308695652173914}, {\"fixed acidity\": \"4.9\", \"quality\": \"8\", \"avg_measure\": 3.33}, {\"fixed acidity\": \"5.6\", \"quality\": \"7\", \"avg_measure\": 3.3295238095238098}, {\"fixed acidity\": \"5.4\", \"quality\": \"5\", \"avg_measure\": 3.3275}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.96}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..57267919c6941f25f5896c7ec19fd53b8a9469e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:21:47.727589+00:00", + "ended_at": "2026-05-04T09:21:59.136302+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_8f442873618f3664", + "problem_id": "v2p_n3_3d192656c7b12e73", + "dataset_id": "n3", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=quality, measure_col=pH.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "measure_col": "pH", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_8f442873618f3664.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_8f442873618f3664", + "api_calls": 0, + "input_tokens": 22346, + "cached_input_tokens": 20864, + "output_tokens": 151, + "total_tokens": 22497, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2255, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2364, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11372.5, + "sql_execution_elapsed_ms_total": 5.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_8f442873618f3664\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07c4b2c1102209daa0509157ef51a3349dd2124a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_8f442873618f3664/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:21:59.121072+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11372.5, "started_at": "2026-05-04T09:21:47.729784+00:00", "ended_at": "2026-05-04T09:21:59.102094+00:00", "prompt_metrics": {"chars": 7839, "bytes_utf8": 7839, "lines": 242, "estimated_tokens": 2255}, "response_metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22346, "cached_input_tokens": 20864, "output_tokens": 151}, "stderr_preview": "2026-05-04T09:21:47.926868Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:21:50.334318Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9014c686ac36a305/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9014c686ac36a305/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf028059c633a3a05f03a4f1417bde9a87b389b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9014c686ac36a305/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_9014c686ac36a305\n-- problem_id: v2p_n3_d3b254de574df49e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"sulphates\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_9014c686ac36a305\\n-- problem_id: v2p_n3_d3b254de574df49e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"sulphates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"sulphates\", \"support\", \"avg_response\"], \"rows\": [{\"sulphates\": \"0.5\", \"support\": 249, \"avg_response\": 0.27686746987951805}, {\"sulphates\": \"0.46\", \"support\": 225, \"avg_response\": 0.2758888888888889}, {\"sulphates\": \"0.44\", \"support\": 216, \"avg_response\": 0.2725}, {\"sulphates\": \"0.38\", \"support\": 214, \"avg_response\": 0.29000000000000004}, {\"sulphates\": \"0.42\", \"support\": 181, \"avg_response\": 0.2688121546961326}, {\"sulphates\": \"0.48\", \"support\": 179, \"avg_response\": 0.28740223463687153}, {\"sulphates\": \"0.45\", \"support\": 178, \"avg_response\": 0.27185393258426965}, {\"sulphates\": \"0.47\", \"support\": 172, \"avg_response\": 0.28718023255813957}, {\"sulphates\": \"0.4\", \"support\": 168, \"avg_response\": 0.2835119047619048}, {\"sulphates\": \"0.54\", \"support\": 167, \"avg_response\": 0.2711077844311377}, {\"sulphates\": \"0.49\", \"support\": 166, \"avg_response\": 0.27909638554216865}, {\"sulphates\": \"0.43\", \"support\": 161, \"avg_response\": 0.2723913043478261}, {\"sulphates\": \"0.52\", \"support\": 156, \"avg_response\": 0.2718269230769231}, {\"sulphates\": \"0.39\", \"support\": 151, \"avg_response\": 0.27182119205298017}, {\"sulphates\": \"0.51\", \"support\": 140, \"avg_response\": 0.3008214285714286}, {\"sulphates\": \"0.41\", \"support\": 139, \"avg_response\": 0.2619064748201439}, {\"sulphates\": \"0.53\", \"support\": 135, \"avg_response\": 0.28644444444444445}, {\"sulphates\": \"0.37\", \"support\": 129, \"avg_response\": 0.25511627906976747}, {\"sulphates\": \"0.36\", \"support\": 120, \"avg_response\": 0.280125}, {\"sulphates\": \"0.56\", \"support\": 108, \"avg_response\": 0.2849074074074074}, {\"sulphates\": \"0.55\", \"support\": 102, \"avg_response\": 0.26}, {\"sulphates\": \"0.58\", \"support\": 99, \"avg_response\": 0.2862626262626263}, {\"sulphates\": \"0.59\", \"support\": 97, \"avg_response\": 0.2718041237113402}, {\"sulphates\": \"0.6\", \"support\": 88, \"avg_response\": 0.30170454545454545}, {\"sulphates\": \"0.35\", \"support\": 85, \"avg_response\": 0.2898823529411765}, {\"sulphates\": \"0.34\", \"support\": 84, \"avg_response\": 0.29964285714285716}, {\"sulphates\": \"0.57\", \"support\": 83, \"avg_response\": 0.3151807228915663}, {\"sulphates\": \"0.62\", \"support\": 68, \"avg_response\": 0.2889705882352941}, {\"sulphates\": \"0.64\", \"support\": 67, \"avg_response\": 0.2694029850746269}, {\"sulphates\": \"0.33\", \"support\": 59, \"avg_response\": 0.28355932203389833}, {\"sulphates\": \"0.32\", \"support\": 54, \"avg_response\": 0.2914814814814815}, {\"sulphates\": \"0.63\", \"support\": 48, \"avg_response\": 0.2997916666666667}, {\"sulphates\": \"0.61\", \"support\": 45, \"avg_response\": 0.2743333333333334}, {\"sulphates\": \"0.68\", \"support\": 44, \"avg_response\": 0.24102272727272728}, {\"sulphates\": \"0.66\", \"support\": 36, \"avg_response\": 0.2508333333333333}, {\"sulphates\": \"0.67\", \"support\": 35, \"avg_response\": 0.2937142857142857}, {\"sulphates\": \"0.31\", \"support\": 35, \"avg_response\": 0.26342857142857146}, {\"sulphates\": \"0.72\", \"support\": 33, \"avg_response\": 0.23787878787878786}, {\"sulphates\": \"0.3\", \"support\": 31, \"avg_response\": 0.2796774193548387}, {\"sulphates\": \"0.69\", \"support\": 30, \"avg_response\": 0.27116666666666667}, {\"sulphates\": \"0.65\", \"support\": 28, \"avg_response\": 0.295}, {\"sulphates\": \"0.7\", \"support\": 27, \"avg_response\": 0.24222222222222223}, {\"sulphates\": \"0.75\", \"support\": 22, \"avg_response\": 0.22863636363636364}, {\"sulphates\": \"0.74\", \"support\": 19, \"avg_response\": 0.2531578947368421}, {\"sulphates\": \"0.76\", \"support\": 19, \"avg_response\": 0.22342105263157896}, {\"sulphates\": \"0.78\", \"support\": 19, \"avg_response\": 0.21947368421052632}, {\"sulphates\": \"0.71\", \"support\": 18, \"avg_response\": 0.2997222222222222}, {\"sulphates\": \"0.29\", \"support\": 16, \"avg_response\": 0.36}, {\"sulphates\": \"0.77\", \"support\": 16, \"avg_response\": 0.2759375}, {\"sulphates\": \"0.79\", \"support\": 16, \"avg_response\": 0.26625}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.09}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9014c686ac36a305/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9014c686ac36a305/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a422015c891cbf95be5960734972efbf2faf4286 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9014c686ac36a305/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.435554+00:00", + "ended_at": "2026-05-04T09:37:05.443522+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_9014c686ac36a305", + "problem_id": "v2p_n3_d3b254de574df49e", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=volatile acidity, key_col=sulphates.", + "bindings": { + "key_col": "sulphates", + "measure_col": "volatile acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=34", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 34, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_9014c686ac36a305.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9014c686ac36a305/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9014c686ac36a305/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9014c686ac36a305/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3bb67b13faeaaa0b157436404668eddad6287492 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7837, "bytes_utf8": 7837, "lines": 240, "estimated_tokens": 2243}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22332, "cached_input_tokens": 19840, "output_tokens": 169}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..37e4d35eb654b3edd86054ce79c058ab2b332296 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_9045a49dc839b1f7", + "api_calls": 0, + "input_tokens": 22332, + "cached_input_tokens": 19840, + "output_tokens": 169, + "total_tokens": 22501, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2243, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2358, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11862.29, + "sql_execution_elapsed_ms_total": 3.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_9045a49dc839b1f7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ddc61fe451fc3e039e6ed9fb6498cc5a93d26ba2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:33:51.380044+00:00", + "ended_at": "2026-05-04T09:34:03.242253+00:00", + "elapsed_ms": 11862.29, + "prompt_metrics": { + "chars": 7837, + "bytes_utf8": 7837, + "lines": 240, + "estimated_tokens": 2243 + }, + "stdout_metrics": { + "chars": 780, + "bytes_utf8": 780, + "lines": 4, + "estimated_tokens": 225 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13151 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 450, + "bytes_utf8": 450, + "lines": 1, + "estimated_tokens": 115 + }, + "usage": { + "input_tokens": 22332, + "cached_input_tokens": 19840, + "output_tokens": 169 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7e05864d5041a8658859986952c6b16181afc94 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=chlorides.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b48da56ba32b7dcbe93485469ecb592b1af8d510 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df256-3e23-7062-b246-0cf4c4171ed7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"quality\\\", SUM(CAST(\\\"chlorides\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING SUM(CAST(\\\"chlorides\\\" AS REAL)) > 0.05\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Applied the Thresholded Group Ranking template with group_col=\\\"quality\\\" and measure_col=\\\"chlorides\\\". CAST to REAL is used because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22332,"cached_input_tokens":19840,"output_tokens":169}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87db5fb0a71564898e6382cd06b7c8e9acdb3a33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"quality\", SUM(CAST(\"chlorides\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING SUM(CAST(\"chlorides\" AS REAL)) > 0.05\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Applied the Thresholded Group Ranking template with group_col=\"quality\" and measure_col=\"chlorides\". CAST to REAL is used because the schema stores numeric values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..000eca52b6500cbb6ecaf8ba1c51dd629e025599 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:33:51.585605Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:33:54.197002Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:34:02.604390Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c56ca2c811ace449bfeacb907fd76c080fca2251 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=chlorides. +Result preview: [{"quality": "6", "total_measure": 99.388}, {"quality": "5", "total_measure": 75.103}, {"quality": "7", "total_measure": 33.608}, {"quality": "4", "total_measure": 8.166}, {"quality": "8", "total_measure": 6.705}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6a9fd5630e58cd6053f7bbdf7fbec16410e3ab7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_9045a49dc839b1f7 +-- problem_id: v2p_n3_5ec771cebbd1f723 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", SUM(CAST("chlorides" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "quality" +HAVING SUM(CAST("chlorides" AS REAL)) > 0.05 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04762494a802f8728e61c5ee7cb2a3002662812e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"quality\", SUM(CAST(\"chlorides\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING SUM(CAST(\"chlorides\" AS REAL)) > 0.05\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"quality\\\", SUM(CAST(\\\"chlorides\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING SUM(CAST(\\\"chlorides\\\" AS REAL)) > 0.05\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"quality\", \"total_measure\"], \"rows\": [{\"quality\": \"6\", \"total_measure\": 99.388}, {\"quality\": \"5\", \"total_measure\": 75.103}, {\"quality\": \"7\", \"total_measure\": 33.608}, {\"quality\": \"4\", \"total_measure\": 8.166}, {\"quality\": \"8\", \"total_measure\": 6.705}, {\"quality\": \"3\", \"total_measure\": 1.086}, {\"quality\": \"9\", \"total_measure\": 0.137}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.85}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a58a6ea6c804530645ad007a5e493c7776cacc63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:33:51.377706+00:00", + "ended_at": "2026-05-04T09:34:03.272461+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_9045a49dc839b1f7", + "problem_id": "v2p_n3_5ec771cebbd1f723", + "dataset_id": "n3", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=chlorides.", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=125" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_9045a49dc839b1f7.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_9045a49dc839b1f7", + "api_calls": 0, + "input_tokens": 22332, + "cached_input_tokens": 19840, + "output_tokens": 169, + "total_tokens": 22501, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2243, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2358, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11862.29, + "sql_execution_elapsed_ms_total": 3.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_9045a49dc839b1f7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1565572492ea92e3cc9d1e30d19b50331b562ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:34:03.261777+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11862.29, "started_at": "2026-05-04T09:33:51.380044+00:00", "ended_at": "2026-05-04T09:34:03.242253+00:00", "prompt_metrics": {"chars": 7837, "bytes_utf8": 7837, "lines": 240, "estimated_tokens": 2243}, "response_metrics": {"chars": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22332, "cached_input_tokens": 19840, "output_tokens": 169}, "stderr_preview": "2026-05-04T09:33:51.585605Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:33:54.197002Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0.05\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Applied the Thresholded Group Ranking template with group_col=\\\"quality\\\" and measure_col=\\\"chlorides\\\". CAST to REAL is used because the schema stores numeric values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9c1f371839e47aae47a9dc7d2b743b12dcbc7725 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9045a49dc839b1f7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_9045a49dc839b1f7", + "api_calls": 0, + "input_tokens": 22332, + "cached_input_tokens": 19840, + "output_tokens": 169, + "total_tokens": 22501, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2243, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2358, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11862.29, + "sql_execution_elapsed_ms_total": 3.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_9045a49dc839b1f7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_909284dd637020cf/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_909284dd637020cf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..78f3cd14fb45ba22c82136dc00c510861cda864e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_909284dd637020cf/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"density": "0.992", "support": 64, "avg_response": 2.559375}, {"density": "0.9928", "support": 61, "avg_response": 3.2049180327868854}, {"density": "0.9932", "support": 53, "avg_response": 2.688679245283019}, {"density": "0.993", "support": 52, "avg_response": 2.848076923076923}, {"density": "0.9934", "support": 50, "avg_response": 2.596}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_909284dd637020cf/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_909284dd637020cf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..215229ad0187d3cb28ec59d93f3862a2dcf3f4cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_909284dd637020cf/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_909284dd637020cf +-- problem_id: v2p_n3_01d02d56d2f78392 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "density", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "density" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_909284dd637020cf/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_909284dd637020cf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e842e353ba6a21c7519223e2ba29d95a42ea9f91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_909284dd637020cf/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_909284dd637020cf\n-- problem_id: v2p_n3_01d02d56d2f78392\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"density\",\n COUNT(*) AS support,\n AVG(\"residual sugar\") AS avg_response\nFROM \"n3\"\nGROUP BY \"density\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_909284dd637020cf\\n-- problem_id: v2p_n3_01d02d56d2f78392\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"density\\\",\\n COUNT(*) AS support,\\n AVG(\\\"residual sugar\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"density\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"density\", \"support\", \"avg_response\"], \"rows\": [{\"density\": \"0.992\", \"support\": 64, \"avg_response\": 2.559375}, {\"density\": \"0.9928\", \"support\": 61, \"avg_response\": 3.2049180327868854}, {\"density\": \"0.9932\", \"support\": 53, \"avg_response\": 2.688679245283019}, {\"density\": \"0.993\", \"support\": 52, \"avg_response\": 2.848076923076923}, {\"density\": \"0.9934\", \"support\": 50, \"avg_response\": 2.596}, {\"density\": \"0.9938\", \"support\": 49, \"avg_response\": 3.810204081632653}, {\"density\": \"0.9927\", \"support\": 47, \"avg_response\": 2.6074468085106384}, {\"density\": \"0.9944\", \"support\": 46, \"avg_response\": 4.535869565217391}, {\"density\": \"0.9948\", \"support\": 45, \"avg_response\": 5.140000000000001}, {\"density\": \"0.9954\", \"support\": 44, \"avg_response\": 7.597727272727273}, {\"density\": \"0.9924\", \"support\": 44, \"avg_response\": 2.5727272727272728}, {\"density\": \"0.9986\", \"support\": 42, \"avg_response\": 14.052380952380954}, {\"density\": \"0.9956\", \"support\": 41, \"avg_response\": 6.960975609756097}, {\"density\": \"0.9958\", \"support\": 40, \"avg_response\": 7.325}, {\"density\": \"0.9918\", \"support\": 40, \"avg_response\": 2.55875}, {\"density\": \"0.9914\", \"support\": 39, \"avg_response\": 2.3076923076923075}, {\"density\": \"0.9942\", \"support\": 38, \"avg_response\": 4.6000000000000005}, {\"density\": \"0.9952\", \"support\": 37, \"avg_response\": 6.7}, {\"density\": \"0.994\", \"support\": 37, \"avg_response\": 4.124324324324324}, {\"density\": \"0.9966\", \"support\": 36, \"avg_response\": 8.519444444444444}, {\"density\": \"0.998\", \"support\": 35, \"avg_response\": 12.574285714285715}, {\"density\": \"0.9937\", \"support\": 35, \"avg_response\": 4.331428571428571}, {\"density\": \"0.9976\", \"support\": 34, \"avg_response\": 12.063235294117646}, {\"density\": \"0.9936\", \"support\": 34, \"avg_response\": 3.0661764705882355}, {\"density\": \"0.991\", \"support\": 34, \"avg_response\": 2.7955882352941175}, {\"density\": \"0.9917\", \"support\": 34, \"avg_response\": 1.9014705882352942}, {\"density\": \"0.9972\", \"support\": 33, \"avg_response\": 11.47121212121212}, {\"density\": \"0.9912\", \"support\": 33, \"avg_response\": 2.368181818181818}, {\"density\": \"0.9953\", \"support\": 32, \"avg_response\": 6.8}, {\"density\": \"0.9946\", \"support\": 32, \"avg_response\": 4.3609375}, {\"density\": \"0.9906\", \"support\": 32, \"avg_response\": 2.26875}, {\"density\": \"0.9926\", \"support\": 32, \"avg_response\": 2.240625}, {\"density\": \"0.9962\", \"support\": 31, \"avg_response\": 9.416129032258064}, {\"density\": \"0.9955\", \"support\": 30, \"avg_response\": 7.758333333333334}, {\"density\": \"0.9984\", \"support\": 29, \"avg_response\": 13.525862068965518}, {\"density\": \"0.9982\", \"support\": 28, \"avg_response\": 13.301785714285714}, {\"density\": \"0.9974\", \"support\": 28, \"avg_response\": 11.157142857142857}, {\"density\": \"0.9939\", \"support\": 28, \"avg_response\": 5.010714285714286}, {\"density\": \"0.9931\", \"support\": 28, \"avg_response\": 2.9696428571428575}, {\"density\": \"0.99\", \"support\": 28, \"avg_response\": 2.080357142857143}, {\"density\": \"0.9922\", \"support\": 27, \"avg_response\": 3.1555555555555554}, {\"density\": \"0.9951\", \"support\": 25, \"avg_response\": 6.24}, {\"density\": \"0.995\", \"support\": 25, \"avg_response\": 6.08}, {\"density\": \"0.9941\", \"support\": 25, \"avg_response\": 4.512}, {\"density\": \"0.9911\", \"support\": 25, \"avg_response\": 2.38}, {\"density\": \"0.9908\", \"support\": 25, \"avg_response\": 2.244}, {\"density\": \"0.9979\", \"support\": 24, \"avg_response\": 13.825000000000001}, {\"density\": \"0.9978\", \"support\": 23, \"avg_response\": 12.556521739130435}, {\"density\": \"0.9959\", \"support\": 23, \"avg_response\": 8.004347826086956}, {\"density\": \"0.9916\", \"support\": 23, \"avg_response\": 2.5652173913043477}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.47}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_909284dd637020cf/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_909284dd637020cf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d9a5a0f186b426a8525a081416b63ed6e7567df8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_909284dd637020cf/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.356845+00:00", + "ended_at": "2026-05-04T09:37:05.366016+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_909284dd637020cf", + "problem_id": "v2p_n3_01d02d56d2f78392", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=residual sugar, key_col=density.", + "bindings": { + "key_col": "density", + "measure_col": "residual sugar", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=28", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 28, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_909284dd637020cf.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_909284dd637020cf/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_909284dd637020cf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_909284dd637020cf/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..880ca194afa9e582a60c51fdeb1658a67cc8cbd8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7853, "bytes_utf8": 7853, "lines": 242, "estimated_tokens": 2261}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 388, "bytes_utf8": 388, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22352, "cached_input_tokens": 20864, "output_tokens": 264}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..65d3e2a11d0362e42edd96be81a210a129f6d431 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_923a52f7e444ca0f", + "api_calls": 0, + "input_tokens": 22352, + "cached_input_tokens": 20864, + "output_tokens": 264, + "total_tokens": 22616, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2261, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2357, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13945.01, + "sql_execution_elapsed_ms_total": 7.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_923a52f7e444ca0f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ea3d2f618f1b86fafaeb816056ed41e2e1d1c376 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:22:23.217738+00:00", + "ended_at": "2026-05-04T09:22:37.163088+00:00", + "elapsed_ms": 13945.01, + "prompt_metrics": { + "chars": 7853, + "bytes_utf8": 7853, + "lines": 242, + "estimated_tokens": 2261 + }, + "stdout_metrics": { + "chars": 712, + "bytes_utf8": 712, + "lines": 4, + "estimated_tokens": 198 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13199 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 388, + "bytes_utf8": 388, + "lines": 1, + "estimated_tokens": 96 + }, + "usage": { + "input_tokens": 22352, + "cached_input_tokens": 20864, + "output_tokens": 264 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6f4d52b988bca1173d884b13cf4bf0028e5667b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=sulphates, measure_col=alcohol.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "measure_col": "alcohol", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..12923049012894a022763f560319139ea6cb6e6d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24b-bdee-7b23-856f-daa7ceb43bf4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\", AVG(CAST(\\\"alcohol\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided two-dimensional group average template with bound roles. CAST is applied because the numeric fields are stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22352,"cached_input_tokens":20864,"output_tokens":264}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e94350b86f246bb3c36c5f99f694a9195a23f9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"fixed acidity\", \"sulphates\", AVG(CAST(\"alcohol\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY avg_measure DESC;","notes":"Used the provided two-dimensional group average template with bound roles. CAST is applied because the numeric fields are stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a63c84ec8555e7612bce8a9fbd11c59b87641445 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:22:23.409171Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:22:25.951295Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:22:36.393897Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9cc78368a506fcb3eaf35f0bdf231e9c748778e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=sulphates, measure_col=alcohol. +Result preview: [{"fixed acidity": "5.8", "sulphates": "0.72", "avg_measure": 14.05}, {"fixed acidity": "4.7", "sulphates": "0.83", "avg_measure": 14.0}, {"fixed acidity": "4.9", "sulphates": "0.59", "avg_measure": 14.0}, {"fixed acidity": "5", "sulphates": "0.83", "avg_measure": 14.0}, {"fixed acidity": "5.8", "sulphates": "0.79", "avg_measure": 14.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3bfbd1bce9a06c27888ab18472eb365582fa39fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_923a52f7e444ca0f +-- problem_id: v2p_n3_aaed328938de816a +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", AVG(CAST("alcohol" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f6f1bf843c1537ff76703076cfc83864ba383ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"fixed acidity\", \"sulphates\", AVG(CAST(\"alcohol\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\", AVG(CAST(\\\"alcohol\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"sulphates\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"5.8\", \"sulphates\": \"0.72\", \"avg_measure\": 14.05}, {\"fixed acidity\": \"4.7\", \"sulphates\": \"0.83\", \"avg_measure\": 14.0}, {\"fixed acidity\": \"4.9\", \"sulphates\": \"0.59\", \"avg_measure\": 14.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.83\", \"avg_measure\": 14.0}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.79\", \"avg_measure\": 14.0}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.29\", \"avg_measure\": 13.9}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.78\", \"avg_measure\": 13.9}, {\"fixed acidity\": \"5.9\", \"sulphates\": \"0.78\", \"avg_measure\": 13.9}, {\"fixed acidity\": \"4.7\", \"sulphates\": \"0.92\", \"avg_measure\": 13.8}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.54\", \"avg_measure\": 13.8}, {\"fixed acidity\": \"5.6\", \"sulphates\": \"0.9\", \"avg_measure\": 13.7}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.94\", \"avg_measure\": 13.7}, {\"fixed acidity\": \"4.7\", \"sulphates\": \"0.34\", \"avg_measure\": 13.6}, {\"fixed acidity\": \"7.1\", \"sulphates\": \"0.27\", \"avg_measure\": 13.6}, {\"fixed acidity\": \"7.7\", \"sulphates\": \"0.41\", \"avg_measure\": 13.6}, {\"fixed acidity\": \"4.8\", \"sulphates\": \"0.36\", \"avg_measure\": 13.5}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.37\", \"avg_measure\": 13.5}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.88\", \"avg_measure\": 13.5}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.77\", \"avg_measure\": 13.4}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.27\", \"avg_measure\": 13.4}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.77\", \"avg_measure\": 13.4}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.33\", \"avg_measure\": 13.4}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.26\", \"avg_measure\": 13.4}, {\"fixed acidity\": \"6.7\", \"sulphates\": \"0.22\", \"avg_measure\": 13.4}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.53\", \"avg_measure\": 13.2}, {\"fixed acidity\": \"6\", \"sulphates\": \"0.95\", \"avg_measure\": 13.1333333333333}, {\"fixed acidity\": \"4.4\", \"sulphates\": \"0.34\", \"avg_measure\": 13.1}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.32\", \"avg_measure\": 13.1}, {\"fixed acidity\": \"5.6\", \"sulphates\": \"0.33\", \"avg_measure\": 13.1}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.7\", \"avg_measure\": 13.1}, {\"fixed acidity\": \"7.1\", \"sulphates\": \"0.47\", \"avg_measure\": 13.033333333333333}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.3\", \"avg_measure\": 13.0}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.27\", \"avg_measure\": 13.0}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.96\", \"avg_measure\": 13.0}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.79\", \"avg_measure\": 13.0}, {\"fixed acidity\": \"6.6\", \"sulphates\": \"0.53\", \"avg_measure\": 13.0}, {\"fixed acidity\": \"6.8\", \"sulphates\": \"0.27\", \"avg_measure\": 13.0}, {\"fixed acidity\": \"7.5\", \"sulphates\": \"0.48\", \"avg_measure\": 13.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.34\", \"avg_measure\": 12.9}, {\"fixed acidity\": \"5.6\", \"sulphates\": \"0.32\", \"avg_measure\": 12.9}, {\"fixed acidity\": \"6\", \"sulphates\": \"0.65\", \"avg_measure\": 12.9}, {\"fixed acidity\": \"6.5\", \"sulphates\": \"0.25\", \"avg_measure\": 12.9}, {\"fixed acidity\": \"6.6\", \"sulphates\": \"0.78\", \"avg_measure\": 12.9}, {\"fixed acidity\": \"6.6\", \"sulphates\": \"0.8\", \"avg_measure\": 12.9}, {\"fixed acidity\": \"6.8\", \"sulphates\": \"0.32\", \"avg_measure\": 12.9}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.34\", \"avg_measure\": 12.9}, {\"fixed acidity\": \"7.7\", \"sulphates\": \"0.32\", \"avg_measure\": 12.9}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.33\", \"avg_measure\": 12.9}, {\"fixed acidity\": \"8.3\", \"sulphates\": \"0.6\", \"avg_measure\": 12.9}, {\"fixed acidity\": \"9\", \"sulphates\": \"0.57\", \"avg_measure\": 12.9}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.41}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1534c62004ad801a7fdaff7fee5e21e5711c501a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:22:23.214884+00:00", + "ended_at": "2026-05-04T09:22:37.201986+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_923a52f7e444ca0f", + "problem_id": "v2p_n3_aaed328938de816a", + "dataset_id": "n3", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=sulphates, measure_col=alcohol.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "measure_col": "alcohol", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_923a52f7e444ca0f.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_923a52f7e444ca0f", + "api_calls": 0, + "input_tokens": 22352, + "cached_input_tokens": 20864, + "output_tokens": 264, + "total_tokens": 22616, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2261, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2357, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13945.01, + "sql_execution_elapsed_ms_total": 7.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_923a52f7e444ca0f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f8606330ac7a8ba5b893d5c6dc507db5c203237 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_923a52f7e444ca0f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:22:37.183325+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13945.01, "started_at": "2026-05-04T09:22:23.217738+00:00", "ended_at": "2026-05-04T09:22:37.163088+00:00", "prompt_metrics": {"chars": 7853, "bytes_utf8": 7853, "lines": 242, "estimated_tokens": 2261}, "response_metrics": {"chars": 388, "bytes_utf8": 388, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22352, "cached_input_tokens": 20864, "output_tokens": 264}, "stderr_preview": "2026-05-04T09:22:23.409171Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:22:25.951295Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=fixed acidity.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "sulphates", + "measure_col": "fixed acidity", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..43ffa710ecf6ab3fe1a9561b3389d31797a79de6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df254-be96-7062-98bf-fe3f554228aa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"fixed acidity\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING SUM(CAST(\\\"fixed acidity\\\" AS REAL)) > 7.3\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col bound to \\\"sulphates\\\" and measure_col bound to \\\"fixed acidity\\\". Cast \\\"fixed acidity\\\" to REAL because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22337,"cached_input_tokens":20864,"output_tokens":147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..79b5aeb77a61f055c951113d1b8110fde0d6908e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"sulphates\", SUM(CAST(\"fixed acidity\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING SUM(CAST(\"fixed acidity\" AS REAL)) > 7.3\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the required Thresholded Group Ranking template with group_col bound to \"sulphates\" and measure_col bound to \"fixed acidity\". Cast \"fixed acidity\" to REAL because the schema stores numeric values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1720f71cb7c1009cee42bc1d1b21a4b3470685c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:32:13.397337Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:32:15.757747Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:32:23.687539Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..86e7f77f3656169af19dc36bd71f06543fd5878c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=fixed acidity. +Result preview: [{"sulphates": "0.5", "total_measure": 1682.6}, {"sulphates": "0.46", "total_measure": 1551.5}, {"sulphates": "0.38", "total_measure": 1461.5}, {"sulphates": "0.44", "total_measure": 1458.9}, {"sulphates": "0.42", "total_measure": 1221.8}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c4352a2b38267556b036a606f0894be3940c5836 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_9434c2ec12bc2f50 +-- problem_id: v2p_n3_7a7772847a78796c +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("fixed acidity" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "sulphates" +HAVING SUM(CAST("fixed acidity" AS REAL)) > 7.3 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac62f7cc01c7efc1d911255e5d495e32632c8c2b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"sulphates\", SUM(CAST(\"fixed acidity\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING SUM(CAST(\"fixed acidity\" AS REAL)) > 7.3\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"fixed acidity\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING SUM(CAST(\\\"fixed acidity\\\" AS REAL)) > 7.3\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"sulphates\", \"total_measure\"], \"rows\": [{\"sulphates\": \"0.5\", \"total_measure\": 1682.6}, {\"sulphates\": \"0.46\", \"total_measure\": 1551.5}, {\"sulphates\": \"0.38\", \"total_measure\": 1461.5}, {\"sulphates\": \"0.44\", \"total_measure\": 1458.9}, {\"sulphates\": \"0.42\", \"total_measure\": 1221.8}, {\"sulphates\": \"0.45\", \"total_measure\": 1214.8}, {\"sulphates\": \"0.48\", \"total_measure\": 1210.3}, {\"sulphates\": \"0.47\", \"total_measure\": 1194.7}, {\"sulphates\": \"0.49\", \"total_measure\": 1161.5}, {\"sulphates\": \"0.54\", \"total_measure\": 1154.0}, {\"sulphates\": \"0.4\", \"total_measure\": 1124.8}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.15}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ac9977280c368650aaea433a1c14b384dbbec03d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:32:13.161492+00:00", + "ended_at": "2026-05-04T09:32:24.485794+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_9434c2ec12bc2f50", + "problem_id": "v2p_n3_7a7772847a78796c", + "dataset_id": "n3", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=fixed acidity.", + "bindings": { + "group_col": "sulphates", + "measure_col": "fixed acidity", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=121" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_9434c2ec12bc2f50.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_9434c2ec12bc2f50", + "api_calls": 0, + "input_tokens": 22337, + "cached_input_tokens": 20864, + "output_tokens": 147, + "total_tokens": 22484, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2248, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2379, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11288.86, + "sql_execution_elapsed_ms_total": 4.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_9434c2ec12bc2f50\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f498789c1dd567186a91bf8c6d41b7be99d6c0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:32:24.473289+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11288.86, "started_at": "2026-05-04T09:32:13.163747+00:00", "ended_at": "2026-05-04T09:32:24.452791+00:00", "prompt_metrics": {"chars": 7848, "bytes_utf8": 7848, "lines": 240, "estimated_tokens": 2248}, "response_metrics": {"chars": 501, "bytes_utf8": 501, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22337, "cached_input_tokens": 20864, "output_tokens": 147}, "stderr_preview": "2026-05-04T09:32:13.397337Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:32:15.757747Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 7.3\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col bound to \\\"sulphates\\\" and measure_col bound to \\\"fixed acidity\\\". Cast \\\"fixed acidity\\\" to REAL because the schema stores numeric values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..37bf529990cd8133737ff0423fdf66675d21c689 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9434c2ec12bc2f50/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_9434c2ec12bc2f50", + "api_calls": 0, + "input_tokens": 22337, + "cached_input_tokens": 20864, + "output_tokens": 147, + "total_tokens": 22484, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2248, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2379, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11288.86, + "sql_execution_elapsed_ms_total": 4.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_9434c2ec12bc2f50\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..384020357a13ed3e5a9b9ceda77aabce632af365 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7982, "bytes_utf8": 7982, "lines": 243, "estimated_tokens": 2304}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22395, "cached_input_tokens": 19840, "output_tokens": 183}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..589644c315a2311cc48c429dec8dc02dc82366f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_94605a007e8a68f6", + "api_calls": 0, + "input_tokens": 22395, + "cached_input_tokens": 19840, + "output_tokens": 183, + "total_tokens": 22578, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2304, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2424, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13423.45, + "sql_execution_elapsed_ms_total": 6.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_94605a007e8a68f6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..763d7b47a968eb8ad3c0b7fa9790ec5a7fc9cebd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:00:19.626414+00:00", + "ended_at": "2026-05-04T09:00:33.053704+00:00", + "elapsed_ms": 13423.45, + "prompt_metrics": { + "chars": 7982, + "bytes_utf8": 7982, + "lines": 243, + "estimated_tokens": 2304 + }, + "stdout_metrics": { + "chars": 771, + "bytes_utf8": 771, + "lines": 4, + "estimated_tokens": 235 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13210 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 434, + "bytes_utf8": 434, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 22395, + "cached_input_tokens": 19840, + "output_tokens": 183 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..26bfc1c12f60e037dae37b4120a2d363f51c7709 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "3", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..56e7b6ecdf4bf3d4dc26313ee9213a5deda738a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df237-8bcb-78b1-a6e2-1b752e6782f6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '3' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the requested Two-Axis Target Rate Surface template with group_col=\\\"fixed acidity\\\", group_col_2=\\\"sulphates\\\", and target_col=\\\"quality\\\" using target_value='3'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22395,"cached_input_tokens":19840,"output_tokens":183}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f76f22ea72162e7fdfe605fae00b85ac2bb185b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '3' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY target_rate DESC;","notes":"Applied the requested Two-Axis Target Rate Surface template with group_col=\"fixed acidity\", group_col_2=\"sulphates\", and target_col=\"quality\" using target_value='3'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bae08d5740f8190b2ade4db39f77b5e3cc54ea77 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:00:19.851622Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:00:22.296515Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:00:32.219931Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae315fb2c57ddcf95c6ce71b52aed5c28c978b9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality. +Result preview: [{"fixed acidity": "10.3", "sulphates": "0.28", "target_rate": 1.0}, {"fixed acidity": "11.8", "sulphates": "0.55", "target_rate": 1.0}, {"fixed acidity": "4.2", "sulphates": "0.44", "target_rate": 1.0}, {"fixed acidity": "8.3", "sulphates": "0.32", "target_rate": 1.0}, {"fixed acidity": "8.6", "sulphates": "0.63", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..16513d1c86d8ae697f82d634cb78c17af6c06bf6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_94605a007e8a68f6 +-- problem_id: v2p_n3_9f7ae4d26ade912d +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '3' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ad5c0328b8adfecc906b2eb70b2fc652b5bc99e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '3' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '3' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"fixed acidity\", \"sulphates\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"10.3\", \"sulphates\": \"0.28\", \"target_rate\": 1.0}, {\"fixed acidity\": \"11.8\", \"sulphates\": \"0.55\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.2\", \"sulphates\": \"0.44\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.3\", \"sulphates\": \"0.32\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.6\", \"sulphates\": \"0.63\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.1\", \"sulphates\": \"0.38\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.4\", \"sulphates\": \"0.38\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.64\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7.5\", \"sulphates\": \"0.5\", \"target_rate\": 0.3333333333333333}, {\"fixed acidity\": \"7.9\", \"sulphates\": \"0.74\", \"target_rate\": 0.3333333333333333}, {\"fixed acidity\": \"8.5\", \"sulphates\": \"0.5\", \"target_rate\": 0.3333333333333333}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.43\", \"target_rate\": 0.2}, {\"fixed acidity\": \"6.7\", \"sulphates\": \"0.63\", \"target_rate\": 0.16666666666666666}, {\"fixed acidity\": \"7.1\", \"sulphates\": \"0.37\", \"target_rate\": 0.16666666666666666}, {\"fixed acidity\": \"7.6\", \"sulphates\": \"0.54\", \"target_rate\": 0.16666666666666666}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.37\", \"target_rate\": 0.14285714285714285}, {\"fixed acidity\": \"7.1\", \"sulphates\": \"0.4\", \"target_rate\": 0.1}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.44\", \"target_rate\": 0.07692307692307693}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.43\", \"target_rate\": 0.07692307692307693}, {\"fixed acidity\": \"6.8\", \"sulphates\": \"0.52\", \"target_rate\": 0.06666666666666667}, {\"fixed acidity\": \"10\", \"sulphates\": \"0.42\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10\", \"sulphates\": \"0.43\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10\", \"sulphates\": \"0.46\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.2\", \"sulphates\": \"0.51\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.3\", \"sulphates\": \"0.59\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.7\", \"sulphates\": \"0.68\", \"target_rate\": 0.0}, {\"fixed acidity\": \"14.2\", \"sulphates\": \"0.54\", \"target_rate\": 0.0}, {\"fixed acidity\": \"3.8\", \"sulphates\": \"0.44\", \"target_rate\": 0.0}, {\"fixed acidity\": \"3.9\", \"sulphates\": \"0.36\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.2\", \"sulphates\": \"0.89\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"sulphates\": \"0.34\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"sulphates\": \"0.36\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"sulphates\": \"0.4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.5\", \"sulphates\": \"0.42\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.6\", \"sulphates\": \"0.55\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"sulphates\": \"0.34\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"sulphates\": \"0.46\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"sulphates\": \"0.49\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"sulphates\": \"0.83\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"sulphates\": \"0.92\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"sulphates\": \"0.28\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"sulphates\": \"0.34\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"sulphates\": \"0.36\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"sulphates\": \"0.4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"sulphates\": \"0.48\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"sulphates\": \"0.61\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"sulphates\": \"0.64\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"sulphates\": \"0.35\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"sulphates\": \"0.4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"sulphates\": \"0.46\", \"target_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.98}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..faaa8b2b845ee51fe7e8cebe6dc1d20c242521b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:00:19.625279+00:00", + "ended_at": "2026-05-04T09:00:33.090985+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_94605a007e8a68f6", + "problem_id": "v2p_n3_9f7ae4d26ade912d", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "3", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_94605a007e8a68f6.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_94605a007e8a68f6", + "api_calls": 0, + "input_tokens": 22395, + "cached_input_tokens": 19840, + "output_tokens": 183, + "total_tokens": 22578, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2304, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2424, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13423.45, + "sql_execution_elapsed_ms_total": 6.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_94605a007e8a68f6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a1c926781f9081b7a918cb44ae74eb0b99cc4285 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_94605a007e8a68f6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:00:33.071965+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13423.45, "started_at": "2026-05-04T09:00:19.626414+00:00", "ended_at": "2026-05-04T09:00:33.053704+00:00", "prompt_metrics": {"chars": 7982, "bytes_utf8": 7982, "lines": 243, "estimated_tokens": 2304}, "response_metrics": {"chars": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22395, "cached_input_tokens": 19840, "output_tokens": 183}, "stderr_preview": "2026-05-04T09:00:19.851622Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:00:22.296515Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=pH.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "pH", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8e9104b645476df64426ce1594b2a8a160ddc4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23c-ecaa-71d0-a291-16d630a4d68f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"pH\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the requested Window Partition Average template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"pH\\\". CAST to REAL is added because the schema stores values as TEXT, and SQLite AVG should operate on numeric values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22303,"cached_input_tokens":20864,"output_tokens":179}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..43dacd0f2ae02190f1e53190aca6c998a00a6b28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"fixed acidity\",\n AVG(CAST(\"pH\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the requested Window Partition Average template with group_col=\"fixed acidity\" and measure_col=\"pH\". CAST to REAL is added because the schema stores values as TEXT, and SQLite AVG should operate on numeric values."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f6983327fdf817b25ca074b8b40b54cd467f015 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:06:12.332248Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:06:14.876333Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:06:23.486445Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..66b829c23f6f4f28024ea46f00ff87ed47f78f3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=pH. +Result preview: [{"fixed acidity": "4.6", "avg_measure": 3.79}, {"fixed acidity": "3.8", "avg_measure": 3.75}, {"fixed acidity": "3.9", "avg_measure": 3.57}, {"fixed acidity": "4.2", "avg_measure": 3.535}, {"fixed acidity": "4.7", "avg_measure": 3.4539999999999997}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b9729ab04edf1b2573bb3621d5a21af25300df2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_97d27485e77ea1f9 +-- problem_id: v2p_n3_48016c08989c8c6a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("pH" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50f87905ad8f7506326bcc9c0dcae62a800e2a87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"fixed acidity\",\n AVG(CAST(\"pH\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"pH\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"4.6\", \"avg_measure\": 3.79}, {\"fixed acidity\": \"3.8\", \"avg_measure\": 3.75}, {\"fixed acidity\": \"3.9\", \"avg_measure\": 3.57}, {\"fixed acidity\": \"4.2\", \"avg_measure\": 3.535}, {\"fixed acidity\": \"4.7\", \"avg_measure\": 3.4539999999999997}, {\"fixed acidity\": \"4.4\", \"avg_measure\": 3.4499999999999997}, {\"fixed acidity\": \"5\", \"avg_measure\": 3.4033333333333338}, {\"fixed acidity\": \"4.8\", \"avg_measure\": 3.393333333333333}, {\"fixed acidity\": \"6.15\", \"avg_measure\": 3.39}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 3.385185185185185}, {\"fixed acidity\": \"5.1\", \"avg_measure\": 3.377391304347826}, {\"fixed acidity\": \"5.2\", \"avg_measure\": 3.3564285714285718}, {\"fixed acidity\": \"4.5\", \"avg_measure\": 3.34}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 3.3317857142857146}, {\"fixed acidity\": \"5.5\", \"avg_measure\": 3.320967741935484}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 3.3198591549295777}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 3.3050485436893204}, {\"fixed acidity\": \"4.9\", \"avg_measure\": 3.2985714285714285}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 3.281900826446281}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 3.280909090909091}, {\"fixed acidity\": \"6.45\", \"avg_measure\": 3.27}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 3.249032258064516}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 3.2338020833333334}, {\"fixed acidity\": \"6\", \"avg_measure\": 3.233641304347826}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 3.2307446808510636}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 3.2105333333333332}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 3.2072857142857143}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 3.189137931034483}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 3.1885593220338984}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 3.1757261410788384}, {\"fixed acidity\": \"7\", \"avg_measure\": 3.1740086206896554}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 3.1696629213483147}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 3.1673376623376623}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 3.1660000000000004}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 3.1649462365591394}, {\"fixed acidity\": \"14.2\", \"avg_measure\": 3.15}, {\"fixed acidity\": \"7.15\", \"avg_measure\": 3.15}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 3.149854368932039}, {\"fixed acidity\": \"9.3\", \"avg_measure\": 3.1466666666666665}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 3.143333333333333}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 3.134301075268817}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 3.1289690721649484}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 3.125040650406504}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 3.1247297297297294}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 3.123529411764706}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 3.121785714285714}, {\"fixed acidity\": \"8\", \"avg_measure\": 3.11325}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 3.106346153846154}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 3.09875}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 3.093928571428571}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.99}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4b9b44b56ba2e2c5d37468411bfa0eb81e6ee20a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:06:12.095508+00:00", + "ended_at": "2026-05-04T09:06:24.569623+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_97d27485e77ea1f9", + "problem_id": "v2p_n3_48016c08989c8c6a", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=pH.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "pH", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_97d27485e77ea1f9.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_97d27485e77ea1f9", + "api_calls": 0, + "input_tokens": 22303, + "cached_input_tokens": 20864, + "output_tokens": 179, + "total_tokens": 22482, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2212, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2317, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12421.29, + "sql_execution_elapsed_ms_total": 13.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_97d27485e77ea1f9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d670de051d2a4562940406a5ee60cce4c514eb35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_97d27485e77ea1f9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:06:24.546654+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12421.29, "started_at": "2026-05-04T09:06:12.098284+00:00", "ended_at": "2026-05-04T09:06:24.518126+00:00", "prompt_metrics": {"chars": 7752, "bytes_utf8": 7752, "lines": 240, "estimated_tokens": 2212}, "response_metrics": {"chars": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22303, "cached_input_tokens": 20864, "output_tokens": 179}, "stderr_preview": "2026-05-04T09:06:12.332248Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:06:14.876333Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cba01f9e36dee84c32351dc81bc06e0fff8a14d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df257-09bf-7890-9bb6-7e8817c068b4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"total sulfur dioxide\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING SUM(CAST(\\\"total sulfur dioxide\\\" AS REAL)) > 167.0\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"sulphates\\\", measure_col=\\\"total sulfur dioxide\\\", measure_threshold=167.0, and top_k=12. Casted the measure column to REAL because the SQLite schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22339,"cached_input_tokens":20864,"output_tokens":179}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..531654c473ccf01d42437c1ecc626e6c57ccbad3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"sulphates\", SUM(CAST(\"total sulfur dioxide\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING SUM(CAST(\"total sulfur dioxide\" AS REAL)) > 167.0\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"sulphates\", measure_col=\"total sulfur dioxide\", measure_threshold=167.0, and top_k=12. Casted the measure column to REAL because the SQLite schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f7f36a224ba7af39841442699f792ce1cbfd45e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:34:43.707162Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:34:46.051759Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:34:54.445623Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fb1fdbab2bec2dba093ba0a2b76017860c99ad6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide. +Result preview: [{"sulphates": "0.5", "total_measure": 37244.5}, {"sulphates": "0.46", "total_measure": 32191.0}, {"sulphates": "0.44", "total_measure": 30643.5}, {"sulphates": "0.38", "total_measure": 27540.0}, {"sulphates": "0.48", "total_measure": 25827.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..709791a850f8ca972abc162769539023b600e8ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_9a78d77a08ace574 +-- problem_id: v2p_n3_9f632e24ced50238 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("total sulfur dioxide" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "sulphates" +HAVING SUM(CAST("total sulfur dioxide" AS REAL)) > 167.0 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b84bf289bddabdde340148171d206ac7d9bf5af6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"sulphates\", SUM(CAST(\"total sulfur dioxide\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING SUM(CAST(\"total sulfur dioxide\" AS REAL)) > 167.0\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"total sulfur dioxide\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING SUM(CAST(\\\"total sulfur dioxide\\\" AS REAL)) > 167.0\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"sulphates\", \"total_measure\"], \"rows\": [{\"sulphates\": \"0.5\", \"total_measure\": 37244.5}, {\"sulphates\": \"0.46\", \"total_measure\": 32191.0}, {\"sulphates\": \"0.44\", \"total_measure\": 30643.5}, {\"sulphates\": \"0.38\", \"total_measure\": 27540.0}, {\"sulphates\": \"0.48\", \"total_measure\": 25827.0}, {\"sulphates\": \"0.49\", \"total_measure\": 24762.0}, {\"sulphates\": \"0.45\", \"total_measure\": 24613.5}, {\"sulphates\": \"0.47\", \"total_measure\": 24437.5}, {\"sulphates\": \"0.42\", \"total_measure\": 24319.0}, {\"sulphates\": \"0.54\", \"total_measure\": 23204.0}, {\"sulphates\": \"0.43\", \"total_measure\": 23003.5}, {\"sulphates\": \"0.52\", \"total_measure\": 22455.5}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..49d85d768a8a5eeb1d7edcef0f361a4e426130f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:34:43.495171+00:00", + "ended_at": "2026-05-04T09:34:55.328666+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_9a78d77a08ace574", + "problem_id": "v2p_n3_9f632e24ced50238", + "dataset_id": "n3", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=127" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_9a78d77a08ace574.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_9a78d77a08ace574", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 20864, + "output_tokens": 179, + "total_tokens": 22518, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 141, + "estimated_total_tokens": 2391, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11796.79, + "sql_execution_elapsed_ms_total": 4.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_9a78d77a08ace574\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bcb5b81db7980f5addaa38430f24b5a4193ff74c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:34:55.314477+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11796.79, "started_at": "2026-05-04T09:34:43.499136+00:00", "ended_at": "2026-05-04T09:34:55.295677+00:00", "prompt_metrics": {"chars": 7864, "bytes_utf8": 7864, "lines": 240, "estimated_tokens": 2250}, "response_metrics": {"chars": 550, "bytes_utf8": 550, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 22339, "cached_input_tokens": 20864, "output_tokens": 179}, "stderr_preview": "2026-05-04T09:34:43.707162Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:34:46.051759Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 167.0\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"sulphates\\\", measure_col=\\\"total sulfur dioxide\\\", measure_threshold=167.0, and top_k=12. Casted the measure column to REAL because the SQLite schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6e5fa42a9ed9edb204882a9d46878777f5f0a023 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9a78d77a08ace574/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_9a78d77a08ace574", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 20864, + "output_tokens": 179, + "total_tokens": 22518, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 141, + "estimated_total_tokens": 2391, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11796.79, + "sql_execution_elapsed_ms_total": 4.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_9a78d77a08ace574\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..659015da4635a386fdb1445216bada9d3ea392c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8163, "bytes_utf8": 8163, "lines": 245, "estimated_tokens": 2315}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1061, "bytes_utf8": 1061, "lines": 1, "estimated_tokens": 323}, "usage": {"input_tokens": 22406, "cached_input_tokens": 21888, "output_tokens": 663}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a3d457be1ad876703eee4e2a0b65d3dc33f0e928 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_9d74f28ad30eb2df", + "api_calls": 0, + "input_tokens": 22406, + "cached_input_tokens": 21888, + "output_tokens": 663, + "total_tokens": 23069, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2315, + "estimated_output_tokens": 323, + "estimated_total_tokens": 2638, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21869.55, + "sql_execution_elapsed_ms_total": 8.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_9d74f28ad30eb2df\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..52700d90e9a12be8839a39e5441f410ddefcb05e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:11:16.586779+00:00", + "ended_at": "2026-05-04T09:11:38.441918+00:00", + "elapsed_ms": 21869.55, + "prompt_metrics": { + "chars": 8163, + "bytes_utf8": 8163, + "lines": 245, + "estimated_tokens": 2315 + }, + "stdout_metrics": { + "chars": 1495, + "bytes_utf8": 1495, + "lines": 4, + "estimated_tokens": 493 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13168 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1061, + "bytes_utf8": 1061, + "lines": 1, + "estimated_tokens": 323 + }, + "usage": { + "input_tokens": 22406, + "cached_input_tokens": 21888, + "output_tokens": 663 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71e090a9af8d60514ddfc49c2a26a315c21df24d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,245 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=alcohol, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "sulphates", + "measure_col": "alcohol", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf56f09390ff9de5af4514eb0daf143899b5ba67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df241-9204-7fb0-ae70-ad8da6ce0ee1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n CAST(\\\"alcohol\\\" AS REAL) AS \\\"alcohol_value\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"sulphates\\\" IS NOT NULL\\n AND \\\"alcohol\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"alcohol_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY \\\"alcohol_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"alcohol_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INT)\\nORDER BY \\\"conditional_percentile\\\" DESC\\nLIMIT 13;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank discrete 90th percentile within each \\\"sulphates\\\" group after filtering to \\\"quality\\\" = '6'. Numeric TEXT columns are cast to REAL, and groups are restricted to support >= 5 for a stable grouped view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22406,"cached_input_tokens":21888,"output_tokens":663}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3194987d873781f973e34455c39b7468b073cd1f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sulphates\",\n CAST(\"alcohol\" AS REAL) AS \"alcohol_value\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"sulphates\" IS NOT NULL\n AND \"alcohol\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sulphates\",\n \"alcohol_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY \"alcohol_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sulphates\",\n \"alcohol_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = CAST((0.9 * \"cnt\") + 0.999999 AS INT)\nORDER BY \"conditional_percentile\" DESC\nLIMIT 13;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank discrete 90th percentile within each \"sulphates\" group after filtering to \"quality\" = '6'. Numeric TEXT columns are cast to REAL, and groups are restricted to support >= 5 for a stable grouped view."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c044634c8c444ed552d8b7db2efde81cf217997 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:11:16.802131Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:11:19.243520Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:11:37.544965Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..653839ac7400a3f4b4e3f43e34c8b0a7be09918c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=alcohol, condition_col=quality. +Result preview: [{"sulphates": "0.27", "conditional_percentile": 13.6}, {"sulphates": "0.33", "conditional_percentile": 12.9}, {"sulphates": "0.7", "conditional_percentile": 12.8}, {"sulphates": "0.74", "conditional_percentile": 12.8}, {"sulphates": "0.31", "conditional_percentile": 12.7}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3e012f56f65ac435e87e6ea7bfee10cfef1510a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_9d74f28ad30eb2df +-- problem_id: v2p_n3_805bea969e352f0a +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sulphates", + CAST("alcohol" AS REAL) AS "alcohol_value" + FROM "n3" + WHERE "quality" = '6' + AND "sulphates" IS NOT NULL + AND "alcohol" IS NOT NULL +), +"ranked" AS ( + SELECT + "sulphates", + "alcohol_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY "alcohol_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "filtered" +) +SELECT + "sulphates", + "alcohol_value" AS "conditional_percentile" +FROM "ranked" +WHERE "cnt" >= 5 + AND "rn" = CAST((0.9 * "cnt") + 0.999999 AS INT) +ORDER BY "conditional_percentile" DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4f869ba73fb9fd764681a5fb1dd2e3775fe000c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sulphates\",\n CAST(\"alcohol\" AS REAL) AS \"alcohol_value\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"sulphates\" IS NOT NULL\n AND \"alcohol\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sulphates\",\n \"alcohol_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY \"alcohol_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sulphates\",\n \"alcohol_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = CAST((0.9 * \"cnt\") + 0.999999 AS INT)\nORDER BY \"conditional_percentile\" DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n CAST(\\\"alcohol\\\" AS REAL) AS \\\"alcohol_value\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"sulphates\\\" IS NOT NULL\\n AND \\\"alcohol\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"alcohol_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY \\\"alcohol_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"alcohol_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INT)\\nORDER BY \\\"conditional_percentile\\\" DESC\\nLIMIT 13;\", \"columns\": [\"sulphates\", \"conditional_percentile\"], \"rows\": [{\"sulphates\": \"0.27\", \"conditional_percentile\": 13.6}, {\"sulphates\": \"0.33\", \"conditional_percentile\": 12.9}, {\"sulphates\": \"0.7\", \"conditional_percentile\": 12.8}, {\"sulphates\": \"0.74\", \"conditional_percentile\": 12.8}, {\"sulphates\": \"0.31\", \"conditional_percentile\": 12.7}, {\"sulphates\": \"0.32\", \"conditional_percentile\": 12.7}, {\"sulphates\": \"0.98\", \"conditional_percentile\": 12.7}, {\"sulphates\": \"0.71\", \"conditional_percentile\": 12.6}, {\"sulphates\": \"0.37\", \"conditional_percentile\": 12.5}, {\"sulphates\": \"0.39\", \"conditional_percentile\": 12.5}, {\"sulphates\": \"0.43\", \"conditional_percentile\": 12.5}, {\"sulphates\": \"0.63\", \"conditional_percentile\": 12.5}, {\"sulphates\": \"0.65\", \"conditional_percentile\": 12.5}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.5}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3f8c23412bdee53d20310287cb833546ded5ac3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:11:16.583192+00:00", + "ended_at": "2026-05-04T09:11:38.496754+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_9d74f28ad30eb2df", + "problem_id": "v2p_n3_805bea969e352f0a", + "dataset_id": "n3", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=alcohol, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "measure_col": "alcohol", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_9d74f28ad30eb2df.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_9d74f28ad30eb2df", + "api_calls": 0, + "input_tokens": 22406, + "cached_input_tokens": 21888, + "output_tokens": 663, + "total_tokens": 23069, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2315, + "estimated_output_tokens": 323, + "estimated_total_tokens": 2638, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21869.55, + "sql_execution_elapsed_ms_total": 8.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_9d74f28ad30eb2df\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a360817c416de9bf2f8f9a2e8e439f557894193 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:11:38.479477+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21869.55, "started_at": "2026-05-04T09:11:16.586779+00:00", "ended_at": "2026-05-04T09:11:38.441918+00:00", "prompt_metrics": {"chars": 8163, "bytes_utf8": 8163, "lines": 245, "estimated_tokens": 2315}, "response_metrics": {"chars": 1061, "bytes_utf8": 1061, "lines": 1, "estimated_tokens": 323}, "usage": {"input_tokens": 22406, "cached_input_tokens": 21888, "output_tokens": 663}, "stderr_preview": "2026-05-04T09:11:16.802131Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:11:19.243520Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\n AND \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INT)\\nORDER BY \\\"conditional_percentile\\\" DESC\\nLIMIT 13;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank discrete 90th percentile within each \\\"sulphates\\\" group after filtering to \\\"quality\\\" = '6'. Numeric TEXT columns are cast to REAL, and group"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8b21ef4815acbd66b9382f1da87942c452e962e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9d74f28ad30eb2df/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_9d74f28ad30eb2df", + "api_calls": 0, + "input_tokens": 22406, + "cached_input_tokens": 21888, + "output_tokens": 663, + "total_tokens": 23069, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2315, + "estimated_output_tokens": 323, + "estimated_total_tokens": 2638, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21869.55, + "sql_execution_elapsed_ms_total": 8.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_9d74f28ad30eb2df\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9e3ac97041118b81/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9e3ac97041118b81/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6f3f6d6d67171f81fe2aaea0504aa55097396a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9e3ac97041118b81/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"density": "0.992", "support": 64, "avg_response": 0.2775}, {"density": "0.9928", "support": 61, "avg_response": 0.24639344262295082}, {"density": "0.9932", "support": 53, "avg_response": 0.2810377358490566}, {"density": "0.993", "support": 52, "avg_response": 0.2653846153846154}, {"density": "0.9934", "support": 50, "avg_response": 0.2663}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9e3ac97041118b81/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9e3ac97041118b81/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7443005d204c68909f687f174f00d44b3a1443f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9e3ac97041118b81/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_9e3ac97041118b81 +-- problem_id: v2p_n3_fb4648b2198aa438 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "density", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "density" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9e3ac97041118b81/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9e3ac97041118b81/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3eb56f816fecf3e1c76adbdc494c4e9b284e7de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9e3ac97041118b81/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_9e3ac97041118b81\n-- problem_id: v2p_n3_fb4648b2198aa438\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"density\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"density\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_9e3ac97041118b81\\n-- problem_id: v2p_n3_fb4648b2198aa438\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"density\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"density\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"density\", \"support\", \"avg_response\"], \"rows\": [{\"density\": \"0.992\", \"support\": 64, \"avg_response\": 0.2775}, {\"density\": \"0.9928\", \"support\": 61, \"avg_response\": 0.24639344262295082}, {\"density\": \"0.9932\", \"support\": 53, \"avg_response\": 0.2810377358490566}, {\"density\": \"0.993\", \"support\": 52, \"avg_response\": 0.2653846153846154}, {\"density\": \"0.9934\", \"support\": 50, \"avg_response\": 0.2663}, {\"density\": \"0.9938\", \"support\": 49, \"avg_response\": 0.2739795918367347}, {\"density\": \"0.9927\", \"support\": 47, \"avg_response\": 0.2674468085106383}, {\"density\": \"0.9944\", \"support\": 46, \"avg_response\": 0.3169565217391304}, {\"density\": \"0.9948\", \"support\": 45, \"avg_response\": 0.29866666666666664}, {\"density\": \"0.9924\", \"support\": 44, \"avg_response\": 0.27397727272727274}, {\"density\": \"0.9954\", \"support\": 44, \"avg_response\": 0.25875}, {\"density\": \"0.9986\", \"support\": 42, \"avg_response\": 0.25726190476190475}, {\"density\": \"0.9956\", \"support\": 41, \"avg_response\": 0.26951219512195124}, {\"density\": \"0.9918\", \"support\": 40, \"avg_response\": 0.278}, {\"density\": \"0.9958\", \"support\": 40, \"avg_response\": 0.2615}, {\"density\": \"0.9914\", \"support\": 39, \"avg_response\": 0.23769230769230767}, {\"density\": \"0.9942\", \"support\": 38, \"avg_response\": 0.24118421052631578}, {\"density\": \"0.994\", \"support\": 37, \"avg_response\": 0.27054054054054055}, {\"density\": \"0.9952\", \"support\": 37, \"avg_response\": 0.25756756756756755}, {\"density\": \"0.9966\", \"support\": 36, \"avg_response\": 0.27902777777777776}, {\"density\": \"0.9937\", \"support\": 35, \"avg_response\": 0.2947142857142857}, {\"density\": \"0.998\", \"support\": 35, \"avg_response\": 0.2552857142857143}, {\"density\": \"0.9976\", \"support\": 34, \"avg_response\": 0.3423529411764706}, {\"density\": \"0.9936\", \"support\": 34, \"avg_response\": 0.2786764705882353}, {\"density\": \"0.991\", \"support\": 34, \"avg_response\": 0.2701470588235294}, {\"density\": \"0.9917\", \"support\": 34, \"avg_response\": 0.2626470588235294}, {\"density\": \"0.9972\", \"support\": 33, \"avg_response\": 0.3009090909090909}, {\"density\": \"0.9912\", \"support\": 33, \"avg_response\": 0.2601515151515152}, {\"density\": \"0.9906\", \"support\": 32, \"avg_response\": 0.33453125}, {\"density\": \"0.9953\", \"support\": 32, \"avg_response\": 0.2759375}, {\"density\": \"0.9946\", \"support\": 32, \"avg_response\": 0.2740625}, {\"density\": \"0.9926\", \"support\": 32, \"avg_response\": 0.2484375}, {\"density\": \"0.9962\", \"support\": 31, \"avg_response\": 0.27322580645161293}, {\"density\": \"0.9955\", \"support\": 30, \"avg_response\": 0.31483333333333335}, {\"density\": \"0.9984\", \"support\": 29, \"avg_response\": 0.2827586206896552}, {\"density\": \"0.9974\", \"support\": 28, \"avg_response\": 0.3432142857142857}, {\"density\": \"0.9982\", \"support\": 28, \"avg_response\": 0.30821428571428566}, {\"density\": \"0.9931\", \"support\": 28, \"avg_response\": 0.2967857142857143}, {\"density\": \"0.99\", \"support\": 28, \"avg_response\": 0.27089285714285716}, {\"density\": \"0.9939\", \"support\": 28, \"avg_response\": 0.24517857142857144}, {\"density\": \"0.9922\", \"support\": 27, \"avg_response\": 0.26333333333333336}, {\"density\": \"0.9911\", \"support\": 25, \"avg_response\": 0.2796}, {\"density\": \"0.9951\", \"support\": 25, \"avg_response\": 0.2742}, {\"density\": \"0.9941\", \"support\": 25, \"avg_response\": 0.2702}, {\"density\": \"0.995\", \"support\": 25, \"avg_response\": 0.2554}, {\"density\": \"0.9908\", \"support\": 25, \"avg_response\": 0.2402}, {\"density\": \"0.9979\", \"support\": 24, \"avg_response\": 0.29229166666666667}, {\"density\": \"0.9959\", \"support\": 23, \"avg_response\": 0.2991304347826087}, {\"density\": \"0.9916\", \"support\": 23, \"avg_response\": 0.2752173913043478}, {\"density\": \"0.9978\", \"support\": 23, \"avg_response\": 0.26565217391304347}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.68}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9e3ac97041118b81/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9e3ac97041118b81/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f775ec56f747f08b5ba299552ebc219558851008 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9e3ac97041118b81/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.325330+00:00", + "ended_at": "2026-05-04T09:37:05.334848+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_9e3ac97041118b81", + "problem_id": "v2p_n3_fb4648b2198aa438", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=volatile acidity, key_col=density.", + "bindings": { + "key_col": "density", + "measure_col": "volatile acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=26", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 26, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_9e3ac97041118b81.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9e3ac97041118b81/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9e3ac97041118b81/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9e3ac97041118b81/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ef84ad17ac0e9c95fb70e43a7816b1cfe5dfbe6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7577, "bytes_utf8": 7577, "lines": 238, "estimated_tokens": 2172}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 283, "bytes_utf8": 283, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22263, "cached_input_tokens": 20864, "output_tokens": 87}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..80e4066681ce98eabce0cf2f7b63f1293090bf4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_9fcbc9439bcc952e", + "api_calls": 0, + "input_tokens": 22263, + "cached_input_tokens": 20864, + "output_tokens": 87, + "total_tokens": 22350, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2172, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2243, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10085.48, + "sql_execution_elapsed_ms_total": 3.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_9fcbc9439bcc952e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2aa032774bd5559996b3529eea844eaf1fe0544e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:12:02.777606+00:00", + "ended_at": "2026-05-04T09:12:12.863447+00:00", + "elapsed_ms": 10085.48, + "prompt_metrics": { + "chars": 7577, + "bytes_utf8": 7577, + "lines": 238, + "estimated_tokens": 2172 + }, + "stdout_metrics": { + "chars": 602, + "bytes_utf8": 602, + "lines": 4, + "estimated_tokens": 172 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13217 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 283, + "bytes_utf8": 283, + "lines": 1, + "estimated_tokens": 71 + }, + "usage": { + "input_tokens": 22263, + "cached_input_tokens": 20864, + "output_tokens": 87 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d65c62cb1c60ecf1bca5d6ba40c14fee05ec085c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=quality.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "quality", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..25d509ec5188b43e6e7466b9afd628bc46c9c6e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df242-465f-7dd0-8d8c-ea90313f432c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"quality\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"quality\\\" on the single table \\\"n3\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22263,"cached_input_tokens":20864,"output_tokens":87}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4930edda9918d7d127cef75b909f28050286a6a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"quality\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"quality\" on the single table \"n3\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccaa8195a2fb7c50e95356c04e72418b87b4a546 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:12:03.004841Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:12:05.445799Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:12:12.042241Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2845137258b1b37fc0ede89a5f3d3782dfedea99 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=quality. +Result preview: [{"quality": "6", "row_count": 2198}, {"quality": "5", "row_count": 1457}, {"quality": "7", "row_count": 880}, {"quality": "8", "row_count": 175}, {"quality": "4", "row_count": 163}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..245a9ed5c7da1fa2263cb60f396f3e6622f0a842 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n3_9fcbc9439bcc952e +-- problem_id: v2p_n3_88a006162d6987d0 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", COUNT(*) AS row_count +FROM "n3" +GROUP BY "quality" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fac6b52e7fd7ba04f060381a0b5a7b47be96a014 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"quality\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"quality\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"quality\", \"row_count\"], \"rows\": [{\"quality\": \"6\", \"row_count\": 2198}, {\"quality\": \"5\", \"row_count\": 1457}, {\"quality\": \"7\", \"row_count\": 880}, {\"quality\": \"8\", \"row_count\": 175}, {\"quality\": \"4\", \"row_count\": 163}, {\"quality\": \"3\", \"row_count\": 20}, {\"quality\": \"9\", \"row_count\": 5}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.6}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..54f7240a3344ace02aacd43c262684e4493b6a8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:12:02.775203+00:00", + "ended_at": "2026-05-04T09:12:12.900836+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_9fcbc9439bcc952e", + "problem_id": "v2p_n3_88a006162d6987d0", + "dataset_id": "n3", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=quality.", + "bindings": { + "group_col": "quality", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_9fcbc9439bcc952e.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_9fcbc9439bcc952e", + "api_calls": 0, + "input_tokens": 22263, + "cached_input_tokens": 20864, + "output_tokens": 87, + "total_tokens": 22350, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2172, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2243, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10085.48, + "sql_execution_elapsed_ms_total": 3.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_9fcbc9439bcc952e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6cba1fda042b6f075cddf2a41bf05db71bb8011 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_9fcbc9439bcc952e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:12:12.888055+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10085.48, "started_at": "2026-05-04T09:12:02.777606+00:00", "ended_at": "2026-05-04T09:12:12.863447+00:00", "prompt_metrics": {"chars": 7577, "bytes_utf8": 7577, "lines": 238, "estimated_tokens": 2172}, "response_metrics": {"chars": 283, "bytes_utf8": 283, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22263, "cached_input_tokens": 20864, "output_tokens": 87}, "stderr_preview": "2026-05-04T09:12:03.004841Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:12:05.445799Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=sulphates, measure_col=citric acid.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "measure_col": "citric acid", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c1e2a83820b0db1015c7d7881f15a3a5f75713c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24c-8730-7a73-a1da-c57ed36c0d87"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\", AVG(CAST(\\\"citric acid\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Two-Dimensional Group Average template with fixed bindings. CAST was added so SQLite computes AVG numerically because the source columns are stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22354,"cached_input_tokens":21888,"output_tokens":165}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..beb93358c834e2de5946813f3608c1a16c64da57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"fixed acidity\", \"sulphates\", AVG(CAST(\"citric acid\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY avg_measure DESC;","notes":"Used the required Two-Dimensional Group Average template with fixed bindings. CAST was added so SQLite computes AVG numerically because the source columns are stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0be51dbf9d9251c512dccf5332ee43d0f6b55b7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:23:14.927796Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:23:17.256159Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:23:26.373446Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbe28223ace705e1cde8000ffe9d6f218a29b803 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=sulphates, measure_col=citric acid. +Result preview: [{"fixed acidity": "8.2", "sulphates": "0.43", "avg_measure": 1.0}, {"fixed acidity": "6.6", "sulphates": "0.31", "avg_measure": 0.99}, {"fixed acidity": "10.2", "sulphates": "0.51", "avg_measure": 0.88}, {"fixed acidity": "7.7", "sulphates": "0.4", "avg_measure": 0.76}, {"fixed acidity": "6.8", "sulphates": "0.76", "avg_measure": 0.74}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1282434d7b8136442575f53b4247ee197f456bd2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_a3a54fd675f37815 +-- problem_id: v2p_n3_d1d488d4ae125e04 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", AVG(CAST("citric acid" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba54d78720487294378b85b0121873b92cfd6fe8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"fixed acidity\", \"sulphates\", AVG(CAST(\"citric acid\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\", AVG(CAST(\\\"citric acid\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"sulphates\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"8.2\", \"sulphates\": \"0.43\", \"avg_measure\": 1.0}, {\"fixed acidity\": \"6.6\", \"sulphates\": \"0.31\", \"avg_measure\": 0.99}, {\"fixed acidity\": \"10.2\", \"sulphates\": \"0.51\", \"avg_measure\": 0.88}, {\"fixed acidity\": \"7.7\", \"sulphates\": \"0.4\", \"avg_measure\": 0.76}, {\"fixed acidity\": \"6.8\", \"sulphates\": \"0.76\", \"avg_measure\": 0.74}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.81\", \"avg_measure\": 0.74}, {\"fixed acidity\": \"7.8\", \"sulphates\": \"0.52\", \"avg_measure\": 0.74}, {\"fixed acidity\": \"7.9\", \"sulphates\": \"0.82\", \"avg_measure\": 0.74}, {\"fixed acidity\": \"8.3\", \"sulphates\": \"0.42\", \"avg_measure\": 0.74}, {\"fixed acidity\": \"8.5\", \"sulphates\": \"0.7\", \"avg_measure\": 0.74}, {\"fixed acidity\": \"9.8\", \"sulphates\": \"0.43\", \"avg_measure\": 0.74}, {\"fixed acidity\": \"7\", \"sulphates\": \"0.3\", \"avg_measure\": 0.73}, {\"fixed acidity\": \"8.7\", \"sulphates\": \"0.88\", \"avg_measure\": 0.73}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.75\", \"avg_measure\": 0.71}, {\"fixed acidity\": \"8.3\", \"sulphates\": \"0.57\", \"avg_measure\": 0.7}, {\"fixed acidity\": \"8.4\", \"sulphates\": \"0.64\", \"avg_measure\": 0.7}, {\"fixed acidity\": \"8.6\", \"sulphates\": \"0.73\", \"avg_measure\": 0.7}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.64\", \"avg_measure\": 0.68}, {\"fixed acidity\": \"9.2\", \"sulphates\": \"0.45\", \"avg_measure\": 0.68}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.68\", \"avg_measure\": 0.645}, {\"fixed acidity\": \"8.2\", \"sulphates\": \"0.8\", \"avg_measure\": 0.64}, {\"fixed acidity\": \"8.3\", \"sulphates\": \"0.67\", \"avg_measure\": 0.62}, {\"fixed acidity\": \"7.8\", \"sulphates\": \"0.69\", \"avg_measure\": 0.6}, {\"fixed acidity\": \"7.7\", \"sulphates\": \"0.46\", \"avg_measure\": 0.595}, {\"fixed acidity\": \"7.1\", \"sulphates\": \"0.67\", \"avg_measure\": 0.5933333333333334}, {\"fixed acidity\": \"8.7\", \"sulphates\": \"0.56\", \"avg_measure\": 0.59}, {\"fixed acidity\": \"9.7\", \"sulphates\": \"0.62\", \"avg_measure\": 0.59}, {\"fixed acidity\": \"7.5\", \"sulphates\": \"0.41\", \"avg_measure\": 0.5875}, {\"fixed acidity\": \"5.6\", \"sulphates\": \"0.6\", \"avg_measure\": 0.58}, {\"fixed acidity\": \"8.1\", \"sulphates\": \"0.62\", \"avg_measure\": 0.58}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.62\", \"avg_measure\": 0.5725}, {\"fixed acidity\": \"6.8\", \"sulphates\": \"0.7\", \"avg_measure\": 0.5700000000000001}, {\"fixed acidity\": \"5.6\", \"sulphates\": \"0.61\", \"avg_measure\": 0.57}, {\"fixed acidity\": \"8.3\", \"sulphates\": \"0.64\", \"avg_measure\": 0.57}, {\"fixed acidity\": \"8.7\", \"sulphates\": \"0.82\", \"avg_measure\": 0.57}, {\"fixed acidity\": \"8.4\", \"sulphates\": \"0.65\", \"avg_measure\": 0.565}, {\"fixed acidity\": \"10.7\", \"sulphates\": \"0.68\", \"avg_measure\": 0.56}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.39\", \"avg_measure\": 0.56}, {\"fixed acidity\": \"7.5\", \"sulphates\": \"0.65\", \"avg_measure\": 0.56}, {\"fixed acidity\": \"8.4\", \"sulphates\": \"0.58\", \"avg_measure\": 0.56}, {\"fixed acidity\": \"8.5\", \"sulphates\": \"0.67\", \"avg_measure\": 0.56}, {\"fixed acidity\": \"9.4\", \"sulphates\": \"0.51\", \"avg_measure\": 0.56}, {\"fixed acidity\": \"6.4\", \"sulphates\": \"0.68\", \"avg_measure\": 0.55}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.29\", \"avg_measure\": 0.55}, {\"fixed acidity\": \"9.4\", \"sulphates\": \"0.61\", \"avg_measure\": 0.55}, {\"fixed acidity\": \"9.4\", \"sulphates\": \"0.69\", \"avg_measure\": 0.55}, {\"fixed acidity\": \"7.6\", \"sulphates\": \"0.43\", \"avg_measure\": 0.5466666666666666}, {\"fixed acidity\": \"7.2\", \"sulphates\": \"0.42\", \"avg_measure\": 0.5442857142857143}, {\"fixed acidity\": \"7.4\", \"sulphates\": \"0.55\", \"avg_measure\": 0.5411111111111111}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.34\", \"avg_measure\": 0.54}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.98}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7aa359e8a3b7ce5976f1de277a413bf5048914d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:23:14.707555+00:00", + "ended_at": "2026-05-04T09:23:27.209049+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_a3a54fd675f37815", + "problem_id": "v2p_n3_d1d488d4ae125e04", + "dataset_id": "n3", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=sulphates, measure_col=citric acid.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "measure_col": "citric acid", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_a3a54fd675f37815.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_a3a54fd675f37815", + "api_calls": 0, + "input_tokens": 22354, + "cached_input_tokens": 21888, + "output_tokens": 165, + "total_tokens": 22519, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2263, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2365, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12459.33, + "sql_execution_elapsed_ms_total": 7.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_a3a54fd675f37815\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..48dec535fba6dbb6960316875c606755cd7ec914 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3a54fd675f37815/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:23:27.189799+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12459.33, "started_at": "2026-05-04T09:23:14.710859+00:00", "ended_at": "2026-05-04T09:23:27.170669+00:00", "prompt_metrics": {"chars": 7862, "bytes_utf8": 7862, "lines": 242, "estimated_tokens": 2263}, "response_metrics": {"chars": 419, "bytes_utf8": 419, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22354, "cached_input_tokens": 21888, "output_tokens": 165}, "stderr_preview": "2026-05-04T09:23:14.927796Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:23:17.256159Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_m4_global_zscore_outliers", + "bindings": { + "measure_col": "free sulfur dioxide", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..10e08129e52c0ff9cf593e6a8e5529cb34017dd9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df258-ab2c-7911-9202-b8268f910ae4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_global_zscore_outliers\\nWITH \\\"stats\\\" AS (\\n SELECT\\n AVG(CAST(\\\"free sulfur dioxide\\\" AS REAL)) AS \\\"mean_val\\\",\\n AVG(CAST(\\\"free sulfur dioxide\\\" AS REAL) * CAST(\\\"free sulfur dioxide\\\" AS REAL)) -\\n AVG(CAST(\\\"free sulfur dioxide\\\" AS REAL)) * AVG(CAST(\\\"free sulfur dioxide\\\" AS REAL)) AS \\\"var_val\\\"\\n FROM \\\"n3\\\"\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"n3\\\".*,\\n CASE\\n WHEN \\\"stats\\\".\\\"var_val\\\" > 0 THEN\\n (CAST(\\\"n3\\\".\\\"free sulfur dioxide\\\" AS REAL) - \\\"stats\\\".\\\"mean_val\\\") /\\n SQRT(\\\"stats\\\".\\\"var_val\\\")\\n ELSE NULL\\n END AS \\\"z_score\\\"\\n FROM \\\"n3\\\"\\n CROSS JOIN \\\"stats\\\"\\n)\\nSELECT *\\nFROM \\\"scored\\\"\\nWHERE ABS(\\\"z_score\\\") > 2.0\\nORDER BY CAST(\\\"free sulfur dioxide\\\" AS REAL) DESC;\",\"notes\":\"Adapted the planned z-score template for SQLite by replacing unsupported STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)) and casting the TEXT measure column to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22379,"cached_input_tokens":20864,"output_tokens":561}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5a08a707bd6bbdb17374f9d1063743950925fca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_global_zscore_outliers\nWITH \"stats\" AS (\n SELECT\n AVG(CAST(\"free sulfur dioxide\" AS REAL)) AS \"mean_val\",\n AVG(CAST(\"free sulfur dioxide\" AS REAL) * CAST(\"free sulfur dioxide\" AS REAL)) -\n AVG(CAST(\"free sulfur dioxide\" AS REAL)) * AVG(CAST(\"free sulfur dioxide\" AS REAL)) AS \"var_val\"\n FROM \"n3\"\n),\n\"scored\" AS (\n SELECT\n \"n3\".*,\n CASE\n WHEN \"stats\".\"var_val\" > 0 THEN\n (CAST(\"n3\".\"free sulfur dioxide\" AS REAL) - \"stats\".\"mean_val\") /\n SQRT(\"stats\".\"var_val\")\n ELSE NULL\n END AS \"z_score\"\n FROM \"n3\"\n CROSS JOIN \"stats\"\n)\nSELECT *\nFROM \"scored\"\nWHERE ABS(\"z_score\") > 2.0\nORDER BY CAST(\"free sulfur dioxide\" AS REAL) DESC;","notes":"Adapted the planned z-score template for SQLite by replacing unsupported STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)) and casting the TEXT measure column to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31be1ecbda9865b50ca183a0e6a6083a363d619c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:36:30.596464Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:36:32.993361Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:36:49.511370Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c5e2bd24d7b1f898443a77a14956578b13c5df5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=free sulfur dioxide. +Result preview: [{"fixed acidity": "6.1", "volatile acidity": "0.26", "citric acid": "0.25", "residual sugar": "2.9", "chlorides": "0.047", "free sulfur dioxide": "289", "total sulfur dioxide": "440", "density": "0.99314", "pH": "3.44", "sulphates": "0.64", "alcohol": "10.5", "quality": "3", "z_score": 14.918314098496786}, {"fixed acidity": "7.1", "volatile acidity": "0.49", "citric acid": "0.22", "residual sugar": "2", "chlorides": "0.047", "free sulfur dioxide": "146.5", "total sulfur dioxide": "307.5", "density": "0.9924", "pH": "3.24", "sulphates": "0.37", "alcohol": "11", "quality": "3", "z_score": 6.538623486475449}, {"fixed acidity": "6.2", "volatile acidity": "0.255", "citric acid": "0.24", "residual sugar": "1.7", "chlorides": "0.039", "free sulfur dioxide": "138.5", "total sulfur dioxide": "272", "density": "0.99452", "pH": "3.53", "sulphates": "0.53", "alcohol": "9.6", "quality": "4", "z_score": 6.068184715274251}, {"fixed acidity": "7.5", "volatile acidity": "0.27", "citric acid": "0.31", "residual sugar": "5.8", "chlorides": "0.057", "free sulfur dioxide": "131", "total sulfur dioxide": "313", "density": "0.9946", "pH": "3.18", "sulphates": "0.59", "alcohol": "10.5", "quality": "5", "z_score": 5.6271483672731275}, {"fixed acidity": "7.5", "volatile acidity": "0.23", "citric acid": "0.35", "residual sugar": "17.8", "chlorides": "0.058", "free sulfur dioxide": "128", "total sulfur dioxide": "212", "density": "1.00241", "pH": "3.44", "sulphates": "0.43", "alcohol": "8.9", "quality": "5", "z_score": 5.4507338280726785}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4ec86790df88e8702c1a3ff67dd010b89f35061b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/generated_sql.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n3_a3ee2853fab1e483 +-- problem_id: v2p_n3_42ec790409c23434 +-- realization_mode: agent +-- source_kind: agent +WITH "stats" AS ( + SELECT + AVG(CAST("free sulfur dioxide" AS REAL)) AS "mean_val", + AVG(CAST("free sulfur dioxide" AS REAL) * CAST("free sulfur dioxide" AS REAL)) - + AVG(CAST("free sulfur dioxide" AS REAL)) * AVG(CAST("free sulfur dioxide" AS REAL)) AS "var_val" + FROM "n3" +), +"scored" AS ( + SELECT + "n3".*, + CASE + WHEN "stats"."var_val" > 0 THEN + (CAST("n3"."free sulfur dioxide" AS REAL) - "stats"."mean_val") / + SQRT("stats"."var_val") + ELSE NULL + END AS "z_score" + FROM "n3" + CROSS JOIN "stats" +) +SELECT * +FROM "scored" +WHERE ABS("z_score") > 2.0 +ORDER BY CAST("free sulfur dioxide" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db558c1e579d1b47fcf04de19786ddb585e8c562 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_global_zscore_outliers\nWITH \"stats\" AS (\n SELECT\n AVG(CAST(\"free sulfur dioxide\" AS REAL)) AS \"mean_val\",\n AVG(CAST(\"free sulfur dioxide\" AS REAL) * CAST(\"free sulfur dioxide\" AS REAL)) -\n AVG(CAST(\"free sulfur dioxide\" AS REAL)) * AVG(CAST(\"free sulfur dioxide\" AS REAL)) AS \"var_val\"\n FROM \"n3\"\n),\n\"scored\" AS (\n SELECT\n \"n3\".*,\n CASE\n WHEN \"stats\".\"var_val\" > 0 THEN\n (CAST(\"n3\".\"free sulfur dioxide\" AS REAL) - \"stats\".\"mean_val\") /\n SQRT(\"stats\".\"var_val\")\n ELSE NULL\n END AS \"z_score\"\n FROM \"n3\"\n CROSS JOIN \"stats\"\n)\nSELECT *\nFROM \"scored\"\nWHERE ABS(\"z_score\") > 2.0\nORDER BY CAST(\"free sulfur dioxide\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_global_zscore_outliers\\nWITH \\\"stats\\\" AS (\\n SELECT\\n AVG(CAST(\\\"free sulfur dioxide\\\" AS REAL)) AS \\\"mean_val\\\",\\n AVG(CAST(\\\"free sulfur dioxide\\\" AS REAL) * CAST(\\\"free sulfur dioxide\\\" AS REAL)) -\\n AVG(CAST(\\\"free sulfur dioxide\\\" AS REAL)) * AVG(CAST(\\\"free sulfur dioxide\\\" AS REAL)) AS \\\"var_val\\\"\\n FROM \\\"n3\\\"\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"n3\\\".*,\\n CASE\\n WHEN \\\"stats\\\".\\\"var_val\\\" > 0 THEN\\n (CAST(\\\"n3\\\".\\\"free sulfur dioxide\\\" AS REAL) - \\\"stats\\\".\\\"mean_val\\\") /\\n SQRT(\\\"stats\\\".\\\"var_val\\\")\\n ELSE NULL\\n END AS \\\"z_score\\\"\\n FROM \\\"n3\\\"\\n CROSS JOIN \\\"stats\\\"\\n)\\nSELECT *\\nFROM \\\"scored\\\"\\nWHERE ABS(\\\"z_score\\\") > 2.0\\nORDER BY CAST(\\\"free sulfur dioxide\\\" AS REAL) DESC;\", \"columns\": [\"fixed acidity\", \"volatile acidity\", \"citric acid\", \"residual sugar\", \"chlorides\", \"free sulfur dioxide\", \"total sulfur dioxide\", \"density\", \"pH\", \"sulphates\", \"alcohol\", \"quality\", \"z_score\"], \"rows\": [{\"fixed acidity\": \"6.1\", \"volatile acidity\": \"0.26\", \"citric acid\": \"0.25\", \"residual sugar\": \"2.9\", \"chlorides\": \"0.047\", \"free sulfur dioxide\": \"289\", \"total sulfur dioxide\": \"440\", \"density\": \"0.99314\", \"pH\": \"3.44\", \"sulphates\": \"0.64\", \"alcohol\": \"10.5\", \"quality\": \"3\", \"z_score\": 14.918314098496786}, {\"fixed acidity\": \"7.1\", \"volatile acidity\": \"0.49\", \"citric acid\": \"0.22\", \"residual sugar\": \"2\", \"chlorides\": \"0.047\", \"free sulfur dioxide\": \"146.5\", \"total sulfur dioxide\": \"307.5\", \"density\": \"0.9924\", \"pH\": \"3.24\", \"sulphates\": \"0.37\", \"alcohol\": \"11\", \"quality\": \"3\", \"z_score\": 6.538623486475449}, {\"fixed acidity\": \"6.2\", \"volatile acidity\": \"0.255\", \"citric acid\": \"0.24\", \"residual sugar\": \"1.7\", \"chlorides\": \"0.039\", \"free sulfur dioxide\": \"138.5\", \"total sulfur dioxide\": \"272\", \"density\": \"0.99452\", \"pH\": \"3.53\", \"sulphates\": \"0.53\", \"alcohol\": \"9.6\", \"quality\": \"4\", \"z_score\": 6.068184715274251}, {\"fixed acidity\": \"7.5\", \"volatile acidity\": \"0.27\", \"citric acid\": \"0.31\", \"residual sugar\": \"5.8\", \"chlorides\": \"0.057\", \"free sulfur dioxide\": \"131\", \"total sulfur dioxide\": \"313\", \"density\": \"0.9946\", \"pH\": \"3.18\", \"sulphates\": \"0.59\", \"alcohol\": \"10.5\", \"quality\": \"5\", \"z_score\": 5.6271483672731275}, {\"fixed acidity\": \"7.5\", \"volatile acidity\": \"0.23\", \"citric acid\": \"0.35\", \"residual sugar\": \"17.8\", \"chlorides\": \"0.058\", \"free sulfur dioxide\": \"128\", \"total sulfur dioxide\": \"212\", \"density\": \"1.00241\", \"pH\": \"3.44\", \"sulphates\": \"0.43\", \"alcohol\": \"8.9\", \"quality\": \"5\", \"z_score\": 5.4507338280726785}, {\"fixed acidity\": \"9.4\", \"volatile acidity\": \"0.24\", \"citric acid\": \"0.29\", \"residual sugar\": \"8.5\", \"chlorides\": \"0.037\", \"free sulfur dioxide\": \"124\", \"total sulfur dioxide\": \"208\", \"density\": \"0.99395\", \"pH\": \"2.9\", \"sulphates\": \"0.38\", \"alcohol\": \"11\", \"quality\": \"3\", \"z_score\": 5.21551444247208}, {\"fixed acidity\": \"6.8\", \"volatile acidity\": \"0.29\", \"citric acid\": \"0.16\", \"residual sugar\": \"1.4\", \"chlorides\": \"0.038\", \"free sulfur dioxide\": \"122.5\", \"total sulfur dioxide\": \"234.5\", \"density\": \"0.9922\", \"pH\": \"3.15\", \"sulphates\": \"0.47\", \"alcohol\": \"10\", \"quality\": \"4\", \"z_score\": 5.127307172871856}, {\"fixed acidity\": \"6.7\", \"volatile acidity\": \"0.25\", \"citric acid\": \"0.26\", \"residual sugar\": \"1.55\", \"chlorides\": \"0.041\", \"free sulfur dioxide\": \"118.5\", \"total sulfur dioxide\": \"216\", \"density\": \"0.9949\", \"pH\": \"3.55\", \"sulphates\": \"0.63\", \"alcohol\": \"9.4\", \"quality\": \"3\", \"z_score\": 4.892087787271256}, {\"fixed acidity\": \"6\", \"volatile acidity\": \"0.22\", \"citric acid\": \"0.25\", \"residual sugar\": \"11.1\", \"chlorides\": \"0.056\", \"free sulfur dioxide\": \"112\", \"total sulfur dioxide\": \"177\", \"density\": \"0.9961\", \"pH\": \"3.08\", \"sulphates\": \"0.36\", \"alcohol\": \"9.4\", \"quality\": \"6\", \"z_score\": 4.509856285670283}, {\"fixed acidity\": \"6.8\", \"volatile acidity\": \"0.26\", \"citric acid\": \"0.22\", \"residual sugar\": \"4.8\", \"chlorides\": \"0.041\", \"free sulfur dioxide\": \"110\", \"total sulfur dioxide\": \"198\", \"density\": \"0.99437\", \"pH\": \"3.29\", \"sulphates\": \"0.67\", \"alcohol\": \"10.6\", \"quality\": \"5\", \"z_score\": 4.392246592869983}, {\"fixed acidity\": \"6.3\", \"volatile acidity\": \"0.2\", \"citric acid\": \"0.26\", \"residual sugar\": \"4.7\", \"chlorides\": \"0.04\", \"free sulfur dioxide\": \"108\", \"total sulfur dioxide\": \"168\", \"density\": \"0.99278\", \"pH\": \"3.07\", \"sulphates\": \"0.75\", \"alcohol\": \"10.7\", \"quality\": \"7\", \"z_score\": 4.274636900069684}, {\"fixed acidity\": \"6.2\", \"volatile acidity\": \"0.22\", \"citric acid\": \"0.3\", \"residual sugar\": \"12.4\", \"chlorides\": \"0.054\", \"free sulfur dioxide\": \"108\", \"total sulfur dioxide\": \"152\", \"density\": \"0.99728\", \"pH\": \"3.1\", \"sulphates\": \"0.47\", \"alcohol\": \"9.5\", \"quality\": \"6\", \"z_score\": 4.274636900069684}, {\"fixed acidity\": \"6.2\", \"volatile acidity\": \"0.22\", \"citric acid\": \"0.3\", \"residual sugar\": \"12.4\", \"chlorides\": \"0.054\", \"free sulfur dioxide\": \"108\", \"total sulfur dioxide\": \"152\", \"density\": \"0.99728\", \"pH\": \"3.1\", \"sulphates\": \"0.47\", \"alcohol\": \"9.5\", \"quality\": \"6\", \"z_score\": 4.274636900069684}, {\"fixed acidity\": \"6.7\", \"volatile acidity\": \"0.24\", \"citric acid\": \"0.3\", \"residual sugar\": \"3.85\", \"chlorides\": \"0.042\", \"free sulfur dioxide\": \"105\", \"total sulfur dioxide\": \"179\", \"density\": \"0.99189\", \"pH\": \"3.04\", \"sulphates\": \"0.59\", \"alcohol\": \"11.3\", \"quality\": \"8\", \"z_score\": 4.098222360869235}, {\"fixed acidity\": \"6.7\", \"volatile acidity\": \"0.24\", \"citric acid\": \"0.3\", \"residual sugar\": \"3.85\", \"chlorides\": \"0.042\", \"free sulfur dioxide\": \"105\", \"total sulfur dioxide\": \"179\", \"density\": \"0.99189\", \"pH\": \"3.04\", \"sulphates\": \"0.59\", \"alcohol\": \"11.3\", \"quality\": \"8\", \"z_score\": 4.098222360869235}, {\"fixed acidity\": \"6\", \"volatile acidity\": \"0.23\", \"citric acid\": \"0.15\", \"residual sugar\": \"9.7\", \"chlorides\": \"0.048\", \"free sulfur dioxide\": \"101\", \"total sulfur dioxide\": \"207\", \"density\": \"0.99571\", \"pH\": \"3.05\", \"sulphates\": \"0.3\", \"alcohol\": \"9.1\", \"quality\": \"5\", \"z_score\": 3.863002975268636}, {\"fixed acidity\": \"6\", \"volatile acidity\": \"0.23\", \"citric acid\": \"0.15\", \"residual sugar\": \"9.7\", \"chlorides\": \"0.048\", \"free sulfur dioxide\": \"101\", \"total sulfur dioxide\": \"207\", \"density\": \"0.99571\", \"pH\": \"3.05\", \"sulphates\": \"0.3\", \"alcohol\": \"9.1\", \"quality\": \"5\", \"z_score\": 3.863002975268636}, {\"fixed acidity\": \"6.5\", \"volatile acidity\": \"0.27\", \"citric acid\": \"0.19\", \"residual sugar\": \"6.6\", \"chlorides\": \"0.045\", \"free sulfur dioxide\": \"98\", \"total sulfur dioxide\": \"175\", \"density\": \"0.99364\", \"pH\": \"3.16\", \"sulphates\": \"0.34\", \"alcohol\": \"10.1\", \"quality\": \"6\", \"z_score\": 3.686588436068187}, {\"fixed acidity\": \"6.5\", \"volatile acidity\": \"0.27\", \"citric acid\": \"0.19\", \"residual sugar\": \"6.6\", \"chlorides\": \"0.045\", \"free sulfur dioxide\": \"98\", \"total sulfur dioxide\": \"175\", \"density\": \"0.99364\", \"pH\": \"3.16\", \"sulphates\": \"0.34\", \"alcohol\": \"10.1\", \"quality\": \"6\", \"z_score\": 3.686588436068187}, {\"fixed acidity\": \"6.5\", \"volatile acidity\": \"0.27\", \"citric acid\": \"0.19\", \"residual sugar\": \"6.6\", \"chlorides\": \"0.045\", \"free sulfur dioxide\": \"98\", \"total sulfur dioxide\": \"175\", \"density\": \"0.99364\", \"pH\": \"3.16\", \"sulphates\": \"0.34\", \"alcohol\": \"10.1\", \"quality\": \"6\", \"z_score\": 3.686588436068187}, {\"fixed acidity\": \"5.7\", \"volatile acidity\": \"0.22\", \"citric acid\": \"0.25\", \"residual sugar\": \"1.1\", \"chlorides\": \"0.05\", \"free sulfur dioxide\": \"97\", \"total sulfur dioxide\": \"175\", \"density\": \"0.99099\", \"pH\": \"3.44\", \"sulphates\": \"0.62\", \"alcohol\": \"11.1\", \"quality\": \"6\", \"z_score\": 3.627783589668037}, {\"fixed acidity\": \"8.2\", \"volatile acidity\": \"0.18\", \"citric acid\": \"0.31\", \"residual sugar\": \"11.8\", \"chlorides\": \"0.039\", \"free sulfur dioxide\": \"96\", \"total sulfur dioxide\": \"249\", \"density\": \"0.9976\", \"pH\": \"3.07\", \"sulphates\": \"0.52\", \"alcohol\": \"9.5\", \"quality\": \"6\", \"z_score\": 3.568978743267887}, {\"fixed acidity\": \"5.8\", \"volatile acidity\": \"0.17\", \"citric acid\": \"0.34\", \"residual sugar\": \"1.8\", \"chlorides\": \"0.045\", \"free sulfur dioxide\": \"96\", \"total sulfur dioxide\": \"170\", \"density\": \"0.99035\", \"pH\": \"3.38\", \"sulphates\": \"0.9\", \"alcohol\": \"11.8\", \"quality\": \"8\", \"z_score\": 3.568978743267887}, {\"fixed acidity\": \"5.8\", \"volatile acidity\": \"0.17\", \"citric acid\": \"0.34\", \"residual sugar\": \"1.8\", \"chlorides\": \"0.045\", \"free sulfur dioxide\": \"96\", \"total sulfur dioxide\": \"170\", \"density\": \"0.99035\", \"pH\": \"3.38\", \"sulphates\": \"0.9\", \"alcohol\": \"11.8\", \"quality\": \"8\", \"z_score\": 3.568978743267887}, {\"fixed acidity\": \"7.5\", \"volatile acidity\": \"0.25\", \"citric acid\": \"0.47\", \"residual sugar\": \"4.1\", \"chlorides\": \"0.041\", \"free sulfur dioxide\": \"95\", \"total sulfur dioxide\": \"163\", \"density\": \"0.99184\", \"pH\": \"2.92\", \"sulphates\": \"0.59\", \"alcohol\": \"11.3\", \"quality\": \"6\", \"z_score\": 3.5101738968677374}, {\"fixed acidity\": \"4.2\", \"volatile acidity\": \"0.17\", \"citric acid\": \"0.36\", \"residual sugar\": \"1.8\", \"chlorides\": \"0.029\", \"free sulfur dioxide\": \"93\", \"total sulfur dioxide\": \"161\", \"density\": \"0.98999\", \"pH\": \"3.65\", \"sulphates\": \"0.89\", \"alcohol\": \"12\", \"quality\": \"7\", \"z_score\": 3.392564204067438}, {\"fixed acidity\": \"4.5\", \"volatile acidity\": \"0.19\", \"citric acid\": \"0.21\", \"residual sugar\": \"0.95\", \"chlorides\": \"0.033\", \"free sulfur dioxide\": \"89\", \"total sulfur dioxide\": \"159\", \"density\": \"0.99332\", \"pH\": \"3.34\", \"sulphates\": \"0.42\", \"alcohol\": \"8\", \"quality\": \"5\", \"z_score\": 3.157344818466839}, {\"fixed acidity\": \"6.4\", \"volatile acidity\": \"0.17\", \"citric acid\": \"0.27\", \"residual sugar\": \"6.7\", \"chlorides\": \"0.036\", \"free sulfur dioxide\": \"88\", \"total sulfur dioxide\": \"223\", \"density\": \"0.9948\", \"pH\": \"3.28\", \"sulphates\": \"0.35\", \"alcohol\": \"10.2\", \"quality\": \"6\", \"z_score\": 3.0985399720666895}, {\"fixed acidity\": \"6.8\", \"volatile acidity\": \"0.27\", \"citric acid\": \"0.12\", \"residual sugar\": \"1.3\", \"chlorides\": \"0.04\", \"free sulfur dioxide\": \"87\", \"total sulfur dioxide\": \"168\", \"density\": \"0.992\", \"pH\": \"3.18\", \"sulphates\": \"0.41\", \"alcohol\": \"10\", \"quality\": \"5\", \"z_score\": 3.0397351256665397}, {\"fixed acidity\": \"6.8\", \"volatile acidity\": \"0.27\", \"citric acid\": \"0.12\", \"residual sugar\": \"1.3\", \"chlorides\": \"0.04\", \"free sulfur dioxide\": \"87\", \"total sulfur dioxide\": \"168\", \"density\": \"0.992\", \"pH\": \"3.18\", \"sulphates\": \"0.41\", \"alcohol\": \"10\", \"quality\": \"5\", \"z_score\": 3.0397351256665397}, {\"fixed acidity\": \"7.6\", \"volatile acidity\": \"0.36\", \"citric acid\": \"0.49\", \"residual sugar\": \"11.3\", \"chlorides\": \"0.046\", \"free sulfur dioxide\": \"87\", \"total sulfur dioxide\": \"221\", \"density\": \"0.9984\", \"pH\": \"3.01\", \"sulphates\": \"0.43\", \"alcohol\": \"9.2\", \"quality\": \"5\", \"z_score\": 3.0397351256665397}, {\"fixed acidity\": \"7.6\", \"volatile acidity\": \"0.36\", \"citric acid\": \"0.49\", \"residual sugar\": \"11.3\", \"chlorides\": \"0.046\", \"free sulfur dioxide\": \"87\", \"total sulfur dioxide\": \"221\", \"density\": \"0.9984\", \"pH\": \"3.01\", \"sulphates\": \"0.43\", \"alcohol\": \"9.2\", \"quality\": \"5\", \"z_score\": 3.0397351256665397}, {\"fixed acidity\": \"6.5\", \"volatile acidity\": \"0.35\", \"citric acid\": \"0.28\", \"residual sugar\": \"12.4\", \"chlorides\": \"0.051\", \"free sulfur dioxide\": \"86\", \"total sulfur dioxide\": \"213\", \"density\": \"0.9962\", \"pH\": \"3.16\", \"sulphates\": \"0.51\", \"alcohol\": \"9.9\", \"quality\": \"6\", \"z_score\": 2.98093027926639}, {\"fixed acidity\": \"6.5\", \"volatile acidity\": \"0.35\", \"citric acid\": \"0.28\", \"residual sugar\": \"12.4\", \"chlorides\": \"0.051\", \"free sulfur dioxide\": \"86\", \"total sulfur dioxide\": \"213\", \"density\": \"0.9962\", \"pH\": \"3.16\", \"sulphates\": \"0.51\", \"alcohol\": \"9.9\", \"quality\": \"6\", \"z_score\": 2.98093027926639}, {\"fixed acidity\": \"6.7\", \"volatile acidity\": \"0.17\", \"citric acid\": \"0.42\", \"residual sugar\": \"10.4\", \"chlorides\": \"0.038\", \"free sulfur dioxide\": \"85\", \"total sulfur dioxide\": \"182\", \"density\": \"0.99628\", \"pH\": \"3.04\", \"sulphates\": \"0.44\", \"alcohol\": \"8.9\", \"quality\": \"6\", \"z_score\": 2.92212543286624}, {\"fixed acidity\": \"6.2\", \"volatile acidity\": \"0.16\", \"citric acid\": \"0.34\", \"residual sugar\": \"1.7\", \"chlorides\": \"0.038\", \"free sulfur dioxide\": \"85\", \"total sulfur dioxide\": \"153\", \"density\": \"0.9909\", \"pH\": \"3.33\", \"sulphates\": \"0.86\", \"alcohol\": \"12\", \"quality\": \"7\", \"z_score\": 2.92212543286624}, {\"fixed acidity\": \"6.1\", \"volatile acidity\": \"0.43\", \"citric acid\": \"0.35\", \"residual sugar\": \"9.1\", \"chlorides\": \"0.059\", \"free sulfur dioxide\": \"83\", \"total sulfur dioxide\": \"249\", \"density\": \"0.9971\", \"pH\": \"3.37\", \"sulphates\": \"0.5\", \"alcohol\": \"8.5\", \"quality\": \"5\", \"z_score\": 2.804515740065941}, {\"fixed acidity\": \"6.7\", \"volatile acidity\": \"0.2\", \"citric acid\": \"0.42\", \"residual sugar\": \"14\", \"chlorides\": \"0.038\", \"free sulfur dioxide\": \"83\", \"total sulfur dioxide\": \"160\", \"density\": \"0.9987\", \"pH\": \"3.16\", \"sulphates\": \"0.5\", \"alcohol\": \"9.4\", \"quality\": \"6\", \"z_score\": 2.804515740065941}, {\"fixed acidity\": \"8\", \"volatile acidity\": \"0.22\", \"citric acid\": \"0.28\", \"residual sugar\": \"14\", \"chlorides\": \"0.053\", \"free sulfur dioxide\": \"83\", \"total sulfur dioxide\": \"197\", \"density\": \"0.9981\", \"pH\": \"3.14\", \"sulphates\": \"0.45\", \"alcohol\": \"9.8\", \"quality\": \"6\", \"z_score\": 2.804515740065941}, {\"fixed acidity\": \"8\", \"volatile acidity\": \"0.22\", \"citric acid\": \"0.28\", \"residual sugar\": \"14\", \"chlorides\": \"0.053\", \"free sulfur dioxide\": \"83\", \"total sulfur dioxide\": \"197\", \"density\": \"0.9981\", \"pH\": \"3.14\", \"sulphates\": \"0.45\", \"alcohol\": \"9.8\", \"quality\": \"6\", \"z_score\": 2.804515740065941}, {\"fixed acidity\": \"6.3\", \"volatile acidity\": \"0.39\", \"citric acid\": \"0.35\", \"residual sugar\": \"5.9\", \"chlorides\": \"0.04\", \"free sulfur dioxide\": \"82.5\", \"total sulfur dioxide\": \"260\", \"density\": \"0.9941\", \"pH\": \"3.12\", \"sulphates\": \"0.66\", \"alcohol\": \"10.1\", \"quality\": \"5\", \"z_score\": 2.7751133168658657}, {\"fixed acidity\": \"7.2\", \"volatile acidity\": \"0.19\", \"citric acid\": \"0.46\", \"residual sugar\": \"3.8\", \"chlorides\": \"0.041\", \"free sulfur dioxide\": \"82\", \"total sulfur dioxide\": \"187\", \"density\": \"0.9932\", \"pH\": \"3.19\", \"sulphates\": \"0.6\", \"alcohol\": \"11.2\", \"quality\": \"7\", \"z_score\": 2.745710893665791}, {\"fixed acidity\": \"6.8\", \"volatile acidity\": \"0.22\", \"citric acid\": \"0.29\", \"residual sugar\": \"8.9\", \"chlorides\": \"0.046\", \"free sulfur dioxide\": \"82\", \"total sulfur dioxide\": \"188\", \"density\": \"0.9955\", \"pH\": \"3.3\", \"sulphates\": \"0.44\", \"alcohol\": \"10.3\", \"quality\": \"6\", \"z_score\": 2.745710893665791}, {\"fixed acidity\": \"6.7\", \"volatile acidity\": \"0.25\", \"citric acid\": \"0.13\", \"residual sugar\": \"1.2\", \"chlorides\": \"0.041\", \"free sulfur dioxide\": \"81\", \"total sulfur dioxide\": \"174\", \"density\": \"0.992\", \"pH\": \"3.14\", \"sulphates\": \"0.42\", \"alcohol\": \"9.8\", \"quality\": \"5\", \"z_score\": 2.686906047265641}, {\"fixed acidity\": \"6.7\", \"volatile acidity\": \"0.5\", \"citric acid\": \"0.63\", \"residual sugar\": \"13.4\", \"chlorides\": \"0.078\", \"free sulfur dioxide\": \"81\", \"total sulfur dioxide\": \"238\", \"density\": \"0.9988\", \"pH\": \"3.08\", \"sulphates\": \"0.44\", \"alcohol\": \"9.2\", \"quality\": \"5\", \"z_score\": 2.686906047265641}, {\"fixed acidity\": \"6.6\", \"volatile acidity\": \"0.62\", \"citric acid\": \"0.2\", \"residual sugar\": \"8.7\", \"chlorides\": \"0.046\", \"free sulfur dioxide\": \"81\", \"total sulfur dioxide\": \"224\", \"density\": \"0.99605\", \"pH\": \"3.17\", \"sulphates\": \"0.44\", \"alcohol\": \"9.3\", \"quality\": \"5\", \"z_score\": 2.686906047265641}, {\"fixed acidity\": \"5.6\", \"volatile acidity\": \"0.21\", \"citric acid\": \"0.4\", \"residual sugar\": \"1.3\", \"chlorides\": \"0.041\", \"free sulfur dioxide\": \"81\", \"total sulfur dioxide\": \"147\", \"density\": \"0.9901\", \"pH\": \"3.22\", \"sulphates\": \"0.95\", \"alcohol\": \"11.6\", \"quality\": \"8\", \"z_score\": 2.686906047265641}, {\"fixed acidity\": \"6.3\", \"volatile acidity\": \"0.22\", \"citric acid\": \"0.27\", \"residual sugar\": \"4.5\", \"chlorides\": \"0.036\", \"free sulfur dioxide\": \"81\", \"total sulfur dioxide\": \"157\", \"density\": \"0.9928\", \"pH\": \"3.05\", \"sulphates\": \"0.76\", \"alcohol\": \"10.7\", \"quality\": \"7\", \"z_score\": 2.686906047265641}, {\"fixed acidity\": \"6.9\", \"volatile acidity\": \"0.24\", \"citric acid\": \"0.4\", \"residual sugar\": \"15.4\", \"chlorides\": \"0.052\", \"free sulfur dioxide\": \"81\", \"total sulfur dioxide\": \"198\", \"density\": \"0.9986\", \"pH\": \"3.2\", \"sulphates\": \"0.69\", \"alcohol\": \"9.4\", \"quality\": \"5\", \"z_score\": 2.686906047265641}, {\"fixed acidity\": \"6.9\", \"volatile acidity\": \"0.24\", \"citric acid\": \"0.4\", \"residual sugar\": \"15.4\", \"chlorides\": \"0.052\", \"free sulfur dioxide\": \"81\", \"total sulfur dioxide\": \"198\", \"density\": \"0.9986\", \"pH\": \"3.2\", \"sulphates\": \"0.69\", \"alcohol\": \"9.4\", \"quality\": \"5\", \"z_score\": 2.686906047265641}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..757404902539f8770e1cd6662e3fdc21cbe48b1e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:36:30.344757+00:00", + "ended_at": "2026-05-04T09:36:50.277257+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_a3ee2853fab1e483", + "problem_id": "v2p_n3_42ec790409c23434", + "dataset_id": "n3", + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=free sulfur dioxide.", + "bindings": { + "measure_col": "free sulfur dioxide", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=137" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_a3ee2853fab1e483.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_a3ee2853fab1e483", + "api_calls": 0, + "input_tokens": 22379, + "cached_input_tokens": 20864, + "output_tokens": 561, + "total_tokens": 22940, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2288, + "estimated_output_tokens": 286, + "estimated_total_tokens": 2574, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19895.76, + "sql_execution_elapsed_ms_total": 6.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_a3ee2853fab1e483\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff268140848623c38dc861e93e91c671fcc43ae4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:36:50.262420+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19895.76, "started_at": "2026-05-04T09:36:30.347776+00:00", "ended_at": "2026-05-04T09:36:50.243330+00:00", "prompt_metrics": {"chars": 7940, "bytes_utf8": 7940, "lines": 238, "estimated_tokens": 2288}, "response_metrics": {"chars": 948, "bytes_utf8": 948, "lines": 1, "estimated_tokens": 286}, "usage": {"input_tokens": 22379, "cached_input_tokens": 20864, "output_tokens": 561}, "stderr_preview": "2026-05-04T09:36:30.596464Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:36:32.993361Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0 THEN\\n (CAST(\\\"n3\\\".\\\"free sulfur dioxide\\\" AS REAL) - \\\"stats\\\".\\\"mean_val\\\") /\\n SQRT(\\\"stats\\\".\\\"var_val\\\")\\n ELSE NULL\\n END AS \\\"z_score\\\"\\n FROM \\\"n3\\\"\\n CROSS JOIN \\\"stats\\\"\\n)\\nSELECT *\\nFROM \\\"scored\\\"\\nWHERE ABS(\\\"z_score\\\") > 2.0\\nORDER BY CAST(\\\"free sulfur dioxide\\\" AS REAL) DESC;\",\"notes\":\"Adapted the planned z-score template for SQLite by replacing unsupported STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)) and casting the TEXT measure column to REAL.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..330254fcaeb0cc320f9f290ce128c5cabae10302 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a3ee2853fab1e483/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_a3ee2853fab1e483", + "api_calls": 0, + "input_tokens": 22379, + "cached_input_tokens": 20864, + "output_tokens": 561, + "total_tokens": 22940, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2288, + "estimated_output_tokens": 286, + "estimated_total_tokens": 2574, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19895.76, + "sql_execution_elapsed_ms_total": 6.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_a3ee2853fab1e483\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d9613d0e488e6e24b20271ab72169f744e45be8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7575, "bytes_utf8": 7575, "lines": 238, "estimated_tokens": 2172}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 283, "bytes_utf8": 283, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22263, "cached_input_tokens": 20864, "output_tokens": 114}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e9a346e714368f79b6299a50efc3383d70e4e305 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_a65a79a961de5f04", + "api_calls": 0, + "input_tokens": 22263, + "cached_input_tokens": 20864, + "output_tokens": 114, + "total_tokens": 22377, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2172, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2243, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13331.58, + "sql_execution_elapsed_ms_total": 2.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_a65a79a961de5f04\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dfb62c2631f6ff8a28bd4f2a777261667752d58c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:12:34.851873+00:00", + "ended_at": "2026-05-04T09:12:48.183341+00:00", + "elapsed_ms": 13331.58, + "prompt_metrics": { + "chars": 7575, + "bytes_utf8": 7575, + "lines": 238, + "estimated_tokens": 2172 + }, + "stdout_metrics": { + "chars": 603, + "bytes_utf8": 603, + "lines": 4, + "estimated_tokens": 170 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13218 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 283, + "bytes_utf8": 283, + "lines": 1, + "estimated_tokens": 71 + }, + "usage": { + "input_tokens": 22263, + "cached_input_tokens": 20864, + "output_tokens": 114 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd074b0f5eb5209b2d247fcfb7e25d46710e97ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=quality.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "quality", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3021beccabebb5a3005b2e3cc7fe9a00358f9a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df242-c3bc-7680-b353-d8052b9bf8a1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"quality\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"quality\\\" on the single table \\\"n3\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22263,"cached_input_tokens":20864,"output_tokens":114}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4930edda9918d7d127cef75b909f28050286a6a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"quality\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"quality\" on the single table \"n3\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d09c6972b1f6a0b83eaca775993c490a75386518 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:12:35.076658Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:12:37.596812Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:12:47.562145Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2845137258b1b37fc0ede89a5f3d3782dfedea99 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=quality. +Result preview: [{"quality": "6", "row_count": 2198}, {"quality": "5", "row_count": 1457}, {"quality": "7", "row_count": 880}, {"quality": "8", "row_count": 175}, {"quality": "4", "row_count": 163}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a390904a415500407e60dbeb7f82e77ca1fde705 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n3_a65a79a961de5f04 +-- problem_id: v2p_n3_a0a4131e746a8ced +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", COUNT(*) AS row_count +FROM "n3" +GROUP BY "quality" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7bdafb490171f6269e7f568703e5983df7fdc51c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"quality\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"quality\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"quality\", \"row_count\"], \"rows\": [{\"quality\": \"6\", \"row_count\": 2198}, {\"quality\": \"5\", \"row_count\": 1457}, {\"quality\": \"7\", \"row_count\": 880}, {\"quality\": \"8\", \"row_count\": 175}, {\"quality\": \"4\", \"row_count\": 163}, {\"quality\": \"3\", \"row_count\": 20}, {\"quality\": \"9\", \"row_count\": 5}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0d40d98d5e1dc4cff93be83e1ba01fc0232650df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:12:34.850146+00:00", + "ended_at": "2026-05-04T09:12:48.212394+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_a65a79a961de5f04", + "problem_id": "v2p_n3_a0a4131e746a8ced", + "dataset_id": "n3", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=quality.", + "bindings": { + "group_col": "quality", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_a65a79a961de5f04.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_a65a79a961de5f04", + "api_calls": 0, + "input_tokens": 22263, + "cached_input_tokens": 20864, + "output_tokens": 114, + "total_tokens": 22377, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2172, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2243, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13331.58, + "sql_execution_elapsed_ms_total": 2.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_a65a79a961de5f04\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4199fac2bcf736ee528d9b0fa61e1e73c1a73f40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a65a79a961de5f04/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:12:48.199511+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13331.58, "started_at": "2026-05-04T09:12:34.851873+00:00", "ended_at": "2026-05-04T09:12:48.183341+00:00", "prompt_metrics": {"chars": 7575, "bytes_utf8": 7575, "lines": 238, "estimated_tokens": 2172}, "response_metrics": {"chars": 283, "bytes_utf8": 283, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22263, "cached_input_tokens": 20864, "output_tokens": 114}, "stderr_preview": "2026-05-04T09:12:35.076658Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:12:37.596812Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=sulphates.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccdeeefb9ed1a55890dcb3498e81649d0ec514df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df244-bc74-73b3-a964-d91071bb03cd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"sulphates\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col and measure_col both bound to \\\"sulphates\\\". Casted the TEXT column to REAL so SQLite computes a numeric average correctly.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22298,"cached_input_tokens":20864,"output_tokens":117}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..267731faa6e1719d6483dc4fd78d200f8ab80e9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sulphates\", AVG(CAST(\"sulphates\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col and measure_col both bound to \"sulphates\". Casted the TEXT column to REAL so SQLite computes a numeric average correctly."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3472f77addbbe55c500b9378454133a6d738c396 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:14:44.287080Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:14:46.689934Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:14:53.972129Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..73c15ead559ab1bafd214f0d553e818148d5b0be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=sulphates. +Result preview: [{"sulphates": "1.08", "avg_measure": 1.08}, {"sulphates": "1.06", "avg_measure": 1.06}, {"sulphates": "1.01", "avg_measure": 1.01}, {"sulphates": "1", "avg_measure": 1.0}, {"sulphates": "0.99", "avg_measure": 0.99}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e173a8627bc97cdc211b9aabce8da2827f6acd60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_a7a6e55b9632c6f4 +-- problem_id: v2p_n3_b9ce978c8a59c31d +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("sulphates" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "sulphates" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68552aef75635810750e2a2e178387135f4e3261 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sulphates\", AVG(CAST(\"sulphates\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"sulphates\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sulphates\", \"avg_measure\"], \"rows\": [{\"sulphates\": \"1.08\", \"avg_measure\": 1.08}, {\"sulphates\": \"1.06\", \"avg_measure\": 1.06}, {\"sulphates\": \"1.01\", \"avg_measure\": 1.01}, {\"sulphates\": \"1\", \"avg_measure\": 1.0}, {\"sulphates\": \"0.99\", \"avg_measure\": 0.99}, {\"sulphates\": \"0.98\", \"avg_measure\": 0.98}, {\"sulphates\": \"0.97\", \"avg_measure\": 0.97}, {\"sulphates\": \"0.96\", \"avg_measure\": 0.96}, {\"sulphates\": \"0.95\", \"avg_measure\": 0.95}, {\"sulphates\": \"0.94\", \"avg_measure\": 0.94}, {\"sulphates\": \"0.92\", \"avg_measure\": 0.92}, {\"sulphates\": \"0.9\", \"avg_measure\": 0.9}, {\"sulphates\": \"0.89\", \"avg_measure\": 0.89}, {\"sulphates\": \"0.88\", \"avg_measure\": 0.88}, {\"sulphates\": \"0.87\", \"avg_measure\": 0.87}, {\"sulphates\": \"0.86\", \"avg_measure\": 0.86}, {\"sulphates\": \"0.85\", \"avg_measure\": 0.85}, {\"sulphates\": \"0.84\", \"avg_measure\": 0.84}, {\"sulphates\": \"0.83\", \"avg_measure\": 0.83}, {\"sulphates\": \"0.82\", \"avg_measure\": 0.8200000000000001}, {\"sulphates\": \"0.81\", \"avg_measure\": 0.8100000000000002}, {\"sulphates\": \"0.8\", \"avg_measure\": 0.8}, {\"sulphates\": \"0.79\", \"avg_measure\": 0.79}, {\"sulphates\": \"0.78\", \"avg_measure\": 0.78}, {\"sulphates\": \"0.77\", \"avg_measure\": 0.77}, {\"sulphates\": \"0.76\", \"avg_measure\": 0.76}, {\"sulphates\": \"0.75\", \"avg_measure\": 0.75}, {\"sulphates\": \"0.74\", \"avg_measure\": 0.74}, {\"sulphates\": \"0.73\", \"avg_measure\": 0.73}, {\"sulphates\": \"0.72\", \"avg_measure\": 0.72}, {\"sulphates\": \"0.71\", \"avg_measure\": 0.71}, {\"sulphates\": \"0.7\", \"avg_measure\": 0.7}, {\"sulphates\": \"0.69\", \"avg_measure\": 0.69}, {\"sulphates\": \"0.68\", \"avg_measure\": 0.68}, {\"sulphates\": \"0.67\", \"avg_measure\": 0.67}, {\"sulphates\": \"0.66\", \"avg_measure\": 0.66}, {\"sulphates\": \"0.65\", \"avg_measure\": 0.65}, {\"sulphates\": \"0.64\", \"avg_measure\": 0.64}, {\"sulphates\": \"0.63\", \"avg_measure\": 0.63}, {\"sulphates\": \"0.62\", \"avg_measure\": 0.62}, {\"sulphates\": \"0.61\", \"avg_measure\": 0.61}, {\"sulphates\": \"0.6\", \"avg_measure\": 0.6}, {\"sulphates\": \"0.59\", \"avg_measure\": 0.59}, {\"sulphates\": \"0.58\", \"avg_measure\": 0.58}, {\"sulphates\": \"0.57\", \"avg_measure\": 0.57}, {\"sulphates\": \"0.56\", \"avg_measure\": 0.56}, {\"sulphates\": \"0.55\", \"avg_measure\": 0.55}, {\"sulphates\": \"0.54\", \"avg_measure\": 0.54}, {\"sulphates\": \"0.53\", \"avg_measure\": 0.53}, {\"sulphates\": \"0.52\", \"avg_measure\": 0.52}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.98}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f6927a3d202ed2e50e039aebac2484c002a79164 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:14:44.083166+00:00", + "ended_at": "2026-05-04T09:14:54.999907+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_a7a6e55b9632c6f4", + "problem_id": "v2p_n3_b9ce978c8a59c31d", + "dataset_id": "n3", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=sulphates.", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_a7a6e55b9632c6f4.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_a7a6e55b9632c6f4", + "api_calls": 0, + "input_tokens": 22298, + "cached_input_tokens": 20864, + "output_tokens": 117, + "total_tokens": 22415, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2207, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2308, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10872.53, + "sql_execution_elapsed_ms_total": 4.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_a7a6e55b9632c6f4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5078bd6f7c144ec24c8230cfde3e689e77564f88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a7a6e55b9632c6f4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:14:54.984506+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10872.53, "started_at": "2026-05-04T09:14:44.086624+00:00", "ended_at": "2026-05-04T09:14:54.958784+00:00", "prompt_metrics": {"chars": 7680, "bytes_utf8": 7680, "lines": 240, "estimated_tokens": 2207}, "response_metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22298, "cached_input_tokens": 20864, "output_tokens": 117}, "stderr_preview": "2026-05-04T09:14:44.287080Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:14:46.689934Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sulphates, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7155e4241bda570c385f17ecfea4d0d94bdc2056 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df236-3a96-7470-957f-b93c1cff4620"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the planned Grouped Condition Rate template with group_col bound to \\\"sulphates\\\" and condition_col bound to \\\"quality\\\", measuring the within-group proportion of rows where quality = '6'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22355,"cached_input_tokens":21888,"output_tokens":128}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a952aacffb94402d03896cb737a117f3e56a1ebb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"sulphates\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY condition_rate DESC;","notes":"Used the planned Grouped Condition Rate template with group_col bound to \"sulphates\" and condition_col bound to \"quality\", measuring the within-group proportion of rows where quality = '6'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..21c245439bb9dcc33451dae7e991e3eb3651309d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:58:53.544638Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:58:56.039162Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:59:04.385030Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3c164eee4b92dbbcab2d6f3e3004427353700ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sulphates, condition_col=quality. +Result preview: [{"sulphates": "1.06", "condition_rate": 1.0}, {"sulphates": "1.01", "condition_rate": 1.0}, {"sulphates": "1", "condition_rate": 1.0}, {"sulphates": "0.23", "condition_rate": 1.0}, {"sulphates": "0.98", "condition_rate": 0.8333333333333334}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0096223551a1db034f4b78ddfbdeb251b6de9a2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_a8aced0646a4d1c9 +-- problem_id: v2p_n3_05f2a55ad6715965 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "sulphates" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc84a33dddb591874f7a1b45a9c3271301724db8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"sulphates\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"sulphates\", \"condition_rate\"], \"rows\": [{\"sulphates\": \"1.06\", \"condition_rate\": 1.0}, {\"sulphates\": \"1.01\", \"condition_rate\": 1.0}, {\"sulphates\": \"1\", \"condition_rate\": 1.0}, {\"sulphates\": \"0.23\", \"condition_rate\": 1.0}, {\"sulphates\": \"0.98\", \"condition_rate\": 0.8333333333333334}, {\"sulphates\": \"0.78\", \"condition_rate\": 0.6842105263157895}, {\"sulphates\": \"0.96\", \"condition_rate\": 0.6666666666666666}, {\"sulphates\": \"0.85\", \"condition_rate\": 0.6666666666666666}, {\"sulphates\": \"0.77\", \"condition_rate\": 0.625}, {\"sulphates\": \"0.56\", \"condition_rate\": 0.5462962962962963}, {\"sulphates\": \"0.58\", \"condition_rate\": 0.5454545454545454}, {\"sulphates\": \"0.62\", \"condition_rate\": 0.5441176470588235}, {\"sulphates\": \"0.67\", \"condition_rate\": 0.5428571428571428}, {\"sulphates\": \"0.55\", \"condition_rate\": 0.5392156862745098}, {\"sulphates\": \"0.27\", \"condition_rate\": 0.5384615384615384}, {\"sulphates\": \"0.37\", \"condition_rate\": 0.5348837209302325}, {\"sulphates\": \"0.53\", \"condition_rate\": 0.5333333333333333}, {\"sulphates\": \"0.76\", \"condition_rate\": 0.5263157894736842}, {\"sulphates\": \"0.33\", \"condition_rate\": 0.5254237288135594}, {\"sulphates\": \"0.35\", \"condition_rate\": 0.5176470588235295}, {\"sulphates\": \"0.36\", \"condition_rate\": 0.5166666666666667}, {\"sulphates\": \"0.59\", \"condition_rate\": 0.5051546391752577}, {\"sulphates\": \"0.92\", \"condition_rate\": 0.5}, {\"sulphates\": \"0.87\", \"condition_rate\": 0.5}, {\"sulphates\": \"0.79\", \"condition_rate\": 0.5}, {\"sulphates\": \"0.42\", \"condition_rate\": 0.4972375690607735}, {\"sulphates\": \"0.54\", \"condition_rate\": 0.49700598802395207}, {\"sulphates\": \"0.5\", \"condition_rate\": 0.4859437751004016}, {\"sulphates\": \"0.45\", \"condition_rate\": 0.47752808988764045}, {\"sulphates\": \"0.66\", \"condition_rate\": 0.4722222222222222}, {\"sulphates\": \"0.82\", \"condition_rate\": 0.46153846153846156}, {\"sulphates\": \"0.31\", \"condition_rate\": 0.45714285714285713}, {\"sulphates\": \"0.41\", \"condition_rate\": 0.45323741007194246}, {\"sulphates\": \"0.51\", \"condition_rate\": 0.45}, {\"sulphates\": \"0.7\", \"condition_rate\": 0.4444444444444444}, {\"sulphates\": \"0.61\", \"condition_rate\": 0.4444444444444444}, {\"sulphates\": \"0.4\", \"condition_rate\": 0.44047619047619047}, {\"sulphates\": \"0.38\", \"condition_rate\": 0.4392523364485981}, {\"sulphates\": \"0.29\", \"condition_rate\": 0.4375}, {\"sulphates\": \"0.47\", \"condition_rate\": 0.436046511627907}, {\"sulphates\": \"0.57\", \"condition_rate\": 0.43373493975903615}, {\"sulphates\": \"0.69\", \"condition_rate\": 0.43333333333333335}, {\"sulphates\": \"0.68\", \"condition_rate\": 0.4318181818181818}, {\"sulphates\": \"0.43\", \"condition_rate\": 0.42857142857142855}, {\"sulphates\": \"0.49\", \"condition_rate\": 0.42168674698795183}, {\"sulphates\": \"0.64\", \"condition_rate\": 0.417910447761194}, {\"sulphates\": \"0.46\", \"condition_rate\": 0.4177777777777778}, {\"sulphates\": \"0.34\", \"condition_rate\": 0.40476190476190477}, {\"sulphates\": \"0.8\", \"condition_rate\": 0.4}, {\"sulphates\": \"0.63\", \"condition_rate\": 0.3958333333333333}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.77}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1531a880f83b5ee9cfcdf826884116ae0c0e550a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:58:53.289538+00:00", + "ended_at": "2026-05-04T08:59:05.425635+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_a8aced0646a4d1c9", + "problem_id": "v2p_n3_05f2a55ad6715965", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sulphates, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_a8aced0646a4d1c9.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_a8aced0646a4d1c9", + "api_calls": 0, + "input_tokens": 22355, + "cached_input_tokens": 21888, + "output_tokens": 128, + "total_tokens": 22483, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2264, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2376, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12100.76, + "sql_execution_elapsed_ms_total": 4.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_a8aced0646a4d1c9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a86cfef814a1ce112298ee1d3d1da259dcfa8bb7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a8aced0646a4d1c9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:59:05.411182+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12100.76, "started_at": "2026-05-04T08:58:53.292644+00:00", "ended_at": "2026-05-04T08:59:05.393405+00:00", "prompt_metrics": {"chars": 7918, "bytes_utf8": 7918, "lines": 243, "estimated_tokens": 2264}, "response_metrics": {"chars": 425, "bytes_utf8": 425, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22355, "cached_input_tokens": 21888, "output_tokens": 128}, "stderr_preview": "2026-05-04T08:58:53.544638Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:58:56.039162Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8ed204fcc0041d5ddb990a5680c3d2e37783ccb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df236-0a70-7ba1-b217-37ee2db9b181"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the requested Grouped Condition Rate template with group_col=\\\"fixed acidity\\\" and condition_col=\\\"quality\\\", measuring the within-group proportion of rows where quality = '5'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22352,"cached_input_tokens":21888,"output_tokens":159}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60a12dfb7b4facd12811bacb868bcf762c7832eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY condition_rate DESC;","notes":"Uses the requested Grouped Condition Rate template with group_col=\"fixed acidity\" and condition_col=\"quality\", measuring the within-group proportion of rows where quality = '5'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c13b6b7e4d076d2eec60c6d7c7c55a7961260fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:58:41.192428Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:58:43.601066Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:58:52.282981Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..605b1298c89a604c3c517ee9025c268e5c0ada1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, condition_col=quality. +Result preview: [{"fixed acidity": "6.15", "condition_rate": 1.0}, {"fixed acidity": "4.6", "condition_rate": 1.0}, {"fixed acidity": "4.5", "condition_rate": 1.0}, {"fixed acidity": "9.3", "condition_rate": 0.6666666666666666}, {"fixed acidity": "9.1", "condition_rate": 0.6666666666666666}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..920f70c220f70e77fe34d77704b22c321b8b7b32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_a969bedb61a82b8e +-- problem_id: v2p_n3_ad81ccf52d6a2e3b +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e434c458621bda2e61e7739232b3b8bf4bd452f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"fixed acidity\", \"condition_rate\"], \"rows\": [{\"fixed acidity\": \"6.15\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"4.6\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"4.5\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"9.3\", \"condition_rate\": 0.6666666666666666}, {\"fixed acidity\": \"9.1\", \"condition_rate\": 0.6666666666666666}, {\"fixed acidity\": \"9.4\", \"condition_rate\": 0.6363636363636364}, {\"fixed acidity\": \"9.8\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"8.9\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"9.6\", \"condition_rate\": 0.6}, {\"fixed acidity\": \"4.9\", \"condition_rate\": 0.5714285714285714}, {\"fixed acidity\": \"9.5\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"10.3\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"8.6\", \"condition_rate\": 0.44}, {\"fixed acidity\": \"7.6\", \"condition_rate\": 0.42483660130718953}, {\"fixed acidity\": \"7.5\", \"condition_rate\": 0.4146341463414634}, {\"fixed acidity\": \"8.3\", \"condition_rate\": 0.40384615384615385}, {\"fixed acidity\": \"8.7\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"4.7\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"5.5\", \"condition_rate\": 0.3870967741935484}, {\"fixed acidity\": \"6.4\", \"condition_rate\": 0.375}, {\"fixed acidity\": \"8.2\", \"condition_rate\": 0.35714285714285715}, {\"fixed acidity\": \"7.2\", \"condition_rate\": 0.35436893203883496}, {\"fixed acidity\": \"9\", \"condition_rate\": 0.35294117647058826}, {\"fixed acidity\": \"8.4\", \"condition_rate\": 0.34285714285714286}, {\"fixed acidity\": \"6.6\", \"condition_rate\": 0.3413793103448276}, {\"fixed acidity\": \"7.7\", \"condition_rate\": 0.3333333333333333}, {\"fixed acidity\": \"7.4\", \"condition_rate\": 0.31443298969072164}, {\"fixed acidity\": \"7.9\", \"condition_rate\": 0.3108108108108108}, {\"fixed acidity\": \"6.8\", \"condition_rate\": 0.30194805194805197}, {\"fixed acidity\": \"6.1\", \"condition_rate\": 0.2967741935483871}, {\"fixed acidity\": \"6.9\", \"condition_rate\": 0.2946058091286307}, {\"fixed acidity\": \"7.8\", \"condition_rate\": 0.2903225806451613}, {\"fixed acidity\": \"7.1\", \"condition_rate\": 0.29}, {\"fixed acidity\": \"6.7\", \"condition_rate\": 0.2838983050847458}, {\"fixed acidity\": \"5.9\", \"condition_rate\": 0.2815533980582524}, {\"fixed acidity\": \"8.8\", \"condition_rate\": 0.2777777777777778}, {\"fixed acidity\": \"6.2\", \"condition_rate\": 0.2760416666666667}, {\"fixed acidity\": \"5.8\", \"condition_rate\": 0.2644628099173554}, {\"fixed acidity\": \"6\", \"condition_rate\": 0.2608695652173913}, {\"fixed acidity\": \"9.7\", \"condition_rate\": 0.25}, {\"fixed acidity\": \"8\", \"condition_rate\": 0.25}, {\"fixed acidity\": \"6.5\", \"condition_rate\": 0.24888888888888888}, {\"fixed acidity\": \"9.2\", \"condition_rate\": 0.23809523809523808}, {\"fixed acidity\": \"6.3\", \"condition_rate\": 0.23404255319148937}, {\"fixed acidity\": \"7.3\", \"condition_rate\": 0.2303370786516854}, {\"fixed acidity\": \"5.7\", \"condition_rate\": 0.22727272727272727}, {\"fixed acidity\": \"7\", \"condition_rate\": 0.22413793103448276}, {\"fixed acidity\": \"5.6\", \"condition_rate\": 0.19718309859154928}, {\"fixed acidity\": \"8.1\", \"condition_rate\": 0.19642857142857142}, {\"fixed acidity\": \"5.3\", \"condition_rate\": 0.18518518518518517}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 10.64}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3eb02514ae0c702a0c57228270dc77ffecdf1318 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:58:40.986309+00:00", + "ended_at": "2026-05-04T08:58:53.284195+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_a969bedb61a82b8e", + "problem_id": "v2p_n3_ad81ccf52d6a2e3b", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_a969bedb61a82b8e.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_a969bedb61a82b8e", + "api_calls": 0, + "input_tokens": 22352, + "cached_input_tokens": 21888, + "output_tokens": 159, + "total_tokens": 22511, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2261, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2363, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12219.9, + "sql_execution_elapsed_ms_total": 10.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_a969bedb61a82b8e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bfa8123259cff6487216cd17176b97b4b1b887a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_a969bedb61a82b8e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:58:53.253800+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12219.9, "started_at": "2026-05-04T08:58:40.989003+00:00", "ended_at": "2026-05-04T08:58:53.198491+00:00", "prompt_metrics": {"chars": 7918, "bytes_utf8": 7918, "lines": 243, "estimated_tokens": 2261}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22352, "cached_input_tokens": 21888, "output_tokens": 159}, "stderr_preview": "2026-05-04T08:58:41.192428Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:58:43.601066Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "fixed acidity", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ea6685775b0926182df49eb7af3ec339bca95f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df241-e797-78b0-a7db-d18a9fd828c2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"fixed acidity\\\" on the single table \\\"n3\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22265,"cached_input_tokens":19840,"output_tokens":90}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..62ef511f374dfc151b67012f07a0eb890950021e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"fixed acidity\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"fixed acidity\" on the single table \"n3\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd76534e6bb67bd106aafd01673bc8cbbe5c2a58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:11:38.745991Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:11:41.188626Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:11:49.299512Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d94e29bd2a0b59ce0c478ad3ad14b5e6c386651b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity. +Result preview: [{"fixed acidity": "6.8", "row_count": 308}, {"fixed acidity": "6.6", "row_count": 290}, {"fixed acidity": "6.4", "row_count": 280}, {"fixed acidity": "6.9", "row_count": 241}, {"fixed acidity": "6.7", "row_count": 236}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..34098036d3b61f64e397191e0e5314c885560236 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n3_aa2301d7ffd4830a +-- problem_id: v2p_n3_e60403dbe039a08c +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS row_count +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4f8f5cffda16ca4d9fd2c9c004fca1de8caa520 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"fixed acidity\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"fixed acidity\", \"row_count\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"row_count\": 308}, {\"fixed acidity\": \"6.6\", \"row_count\": 290}, {\"fixed acidity\": \"6.4\", \"row_count\": 280}, {\"fixed acidity\": \"6.9\", \"row_count\": 241}, {\"fixed acidity\": \"6.7\", \"row_count\": 236}, {\"fixed acidity\": \"7\", \"row_count\": 232}, {\"fixed acidity\": \"6.5\", \"row_count\": 225}, {\"fixed acidity\": \"7.2\", \"row_count\": 206}, {\"fixed acidity\": \"7.1\", \"row_count\": 200}, {\"fixed acidity\": \"7.4\", \"row_count\": 194}, {\"fixed acidity\": \"6.2\", \"row_count\": 192}, {\"fixed acidity\": \"6.3\", \"row_count\": 188}, {\"fixed acidity\": \"6\", \"row_count\": 184}, {\"fixed acidity\": \"7.3\", \"row_count\": 178}, {\"fixed acidity\": \"6.1\", \"row_count\": 155}, {\"fixed acidity\": \"7.6\", \"row_count\": 153}, {\"fixed acidity\": \"7.5\", \"row_count\": 123}, {\"fixed acidity\": \"5.8\", \"row_count\": 121}, {\"fixed acidity\": \"5.9\", \"row_count\": 103}, {\"fixed acidity\": \"7.8\", \"row_count\": 93}, {\"fixed acidity\": \"7.7\", \"row_count\": 93}, {\"fixed acidity\": \"5.7\", \"row_count\": 88}, {\"fixed acidity\": \"8\", \"row_count\": 80}, {\"fixed acidity\": \"7.9\", \"row_count\": 74}, {\"fixed acidity\": \"5.6\", \"row_count\": 71}, {\"fixed acidity\": \"8.2\", \"row_count\": 56}, {\"fixed acidity\": \"8.1\", \"row_count\": 56}, {\"fixed acidity\": \"8.3\", \"row_count\": 52}, {\"fixed acidity\": \"8.4\", \"row_count\": 35}, {\"fixed acidity\": \"8.5\", \"row_count\": 32}, {\"fixed acidity\": \"5.5\", \"row_count\": 31}, {\"fixed acidity\": \"5.4\", \"row_count\": 28}, {\"fixed acidity\": \"5.2\", \"row_count\": 28}, {\"fixed acidity\": \"5.3\", \"row_count\": 27}, {\"fixed acidity\": \"8.6\", \"row_count\": 25}, {\"fixed acidity\": \"5\", \"row_count\": 24}, {\"fixed acidity\": \"5.1\", \"row_count\": 23}, {\"fixed acidity\": \"9.2\", \"row_count\": 21}, {\"fixed acidity\": \"8.8\", \"row_count\": 18}, {\"fixed acidity\": \"9\", \"row_count\": 17}, {\"fixed acidity\": \"8.9\", \"row_count\": 16}, {\"fixed acidity\": \"8.7\", \"row_count\": 15}, {\"fixed acidity\": \"9.4\", \"row_count\": 11}, {\"fixed acidity\": \"4.8\", \"row_count\": 9}, {\"fixed acidity\": \"9.8\", \"row_count\": 8}, {\"fixed acidity\": \"4.9\", \"row_count\": 7}, {\"fixed acidity\": \"9.1\", \"row_count\": 6}, {\"fixed acidity\": \"9.6\", \"row_count\": 5}, {\"fixed acidity\": \"4.7\", \"row_count\": 5}, {\"fixed acidity\": \"9.7\", \"row_count\": 4}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.89}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8a35d46918b0f6b23156d331a3f0b97b0489340d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:11:38.499207+00:00", + "ended_at": "2026-05-04T09:11:50.377676+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_aa2301d7ffd4830a", + "problem_id": "v2p_n3_e60403dbe039a08c", + "dataset_id": "n3", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_aa2301d7ffd4830a.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_aa2301d7ffd4830a", + "api_calls": 0, + "input_tokens": 22265, + "cached_input_tokens": 19840, + "output_tokens": 90, + "total_tokens": 22355, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2174, + "estimated_output_tokens": 74, + "estimated_total_tokens": 2248, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11848.09, + "sql_execution_elapsed_ms_total": 2.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_aa2301d7ffd4830a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c74c97ab89034b630a6d9d2688465e644bc8de55 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa2301d7ffd4830a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:11:50.367209+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11848.09, "started_at": "2026-05-04T09:11:38.501099+00:00", "ended_at": "2026-05-04T09:11:50.342455+00:00", "prompt_metrics": {"chars": 7588, "bytes_utf8": 7588, "lines": 238, "estimated_tokens": 2174}, "response_metrics": {"chars": 301, "bytes_utf8": 301, "lines": 1, "estimated_tokens": 74}, "usage": {"input_tokens": 22265, "cached_input_tokens": 19840, "output_tokens": 90}, "stderr_preview": "2026-05-04T09:11:38.745991Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:11:41.188626Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..145165a1abce2759ceebc5594a193c11593917d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_aa70756e69fc8c03\n-- problem_id: v2p_n3_4219d9e486b1de43\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"pH\",\n COUNT(*) AS support,\n AVG(\"residual sugar\") AS avg_response\nFROM \"n3\"\nGROUP BY \"pH\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_aa70756e69fc8c03\\n-- problem_id: v2p_n3_4219d9e486b1de43\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"pH\\\",\\n COUNT(*) AS support,\\n AVG(\\\"residual sugar\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"pH\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"pH\", \"support\", \"avg_response\"], \"rows\": [{\"pH\": \"3.14\", \"support\": 172, \"avg_response\": 7.923546511627906}, {\"pH\": \"3.16\", \"support\": 164, \"avg_response\": 6.708536585365854}, {\"pH\": \"3.22\", \"support\": 146, \"avg_response\": 6.646575342465753}, {\"pH\": \"3.19\", \"support\": 145, \"avg_response\": 5.6689655172413795}, {\"pH\": \"3.18\", \"support\": 138, \"avg_response\": 6.219565217391304}, {\"pH\": \"3.2\", \"support\": 137, \"avg_response\": 6.848175182481752}, {\"pH\": \"3.08\", \"support\": 136, \"avg_response\": 7.189705882352941}, {\"pH\": \"3.15\", \"support\": 136, \"avg_response\": 6.4375}, {\"pH\": \"3.1\", \"support\": 135, \"avg_response\": 7.566666666666666}, {\"pH\": \"3.12\", \"support\": 134, \"avg_response\": 6.91044776119403}, {\"pH\": \"3.24\", \"support\": 132, \"avg_response\": 5.693181818181818}, {\"pH\": \"3.11\", \"support\": 126, \"avg_response\": 7.018253968253968}, {\"pH\": \"3.17\", \"support\": 124, \"avg_response\": 6.794758064516128}, {\"pH\": \"3.13\", \"support\": 117, \"avg_response\": 6.156837606837607}, {\"pH\": \"3.23\", \"support\": 116, \"avg_response\": 5.751293103448275}, {\"pH\": \"3.06\", \"support\": 115, \"avg_response\": 8.363913043478261}, {\"pH\": \"3.25\", \"support\": 114, \"avg_response\": 5.518859649122807}, {\"pH\": \"3.04\", \"support\": 97, \"avg_response\": 7.720618556701031}, {\"pH\": \"3.26\", \"support\": 96, \"avg_response\": 6.203645833333333}, {\"pH\": \"3.21\", \"support\": 95, \"avg_response\": 5.47157894736842}, {\"pH\": \"3.3\", \"support\": 93, \"avg_response\": 5.610752688172043}, {\"pH\": \"3.09\", \"support\": 92, \"avg_response\": 6.680978260869565}, {\"pH\": \"3.05\", \"support\": 89, \"avg_response\": 6.662921348314606}, {\"pH\": \"3.27\", \"support\": 88, \"avg_response\": 5.372727272727273}, {\"pH\": \"3.28\", \"support\": 87, \"avg_response\": 6.159770114942528}, {\"pH\": \"3.32\", \"support\": 86, \"avg_response\": 4.031395348837209}, {\"pH\": \"3.36\", \"support\": 83, \"avg_response\": 4.767469879518072}, {\"pH\": \"3.29\", \"support\": 82, \"avg_response\": 4.197560975609756}, {\"pH\": \"3.07\", \"support\": 79, \"avg_response\": 7.460759493670886}, {\"pH\": \"3.34\", \"support\": 79, \"avg_response\": 6.7537974683544295}, {\"pH\": \"3.31\", \"support\": 79, \"avg_response\": 5.181012658227848}, {\"pH\": \"3.03\", \"support\": 78, \"avg_response\": 6.734615384615384}, {\"pH\": \"3\", \"support\": 74, \"avg_response\": 8.077702702702704}, {\"pH\": \"3.02\", \"support\": 68, \"avg_response\": 7.235294117647059}, {\"pH\": \"2.99\", \"support\": 68, \"avg_response\": 7.180147058823529}, {\"pH\": \"2.96\", \"support\": 63, \"avg_response\": 8.931746031746032}, {\"pH\": \"3.38\", \"support\": 58, \"avg_response\": 5.220689655172414}, {\"pH\": \"3.01\", \"support\": 49, \"avg_response\": 6.475510204081633}, {\"pH\": \"3.37\", \"support\": 49, \"avg_response\": 5.188775510204081}, {\"pH\": \"3.33\", \"support\": 49, \"avg_response\": 5.174489795918368}, {\"pH\": \"3.35\", \"support\": 48, \"avg_response\": 5.595833333333334}, {\"pH\": \"3.42\", \"support\": 48, \"avg_response\": 4.565625}, {\"pH\": \"2.98\", \"support\": 41, \"avg_response\": 9.640243902439025}, {\"pH\": \"3.39\", \"support\": 40, \"avg_response\": 7.609999999999999}, {\"pH\": \"3.4\", \"support\": 39, \"avg_response\": 6.251282051282051}, {\"pH\": \"2.93\", \"support\": 38, \"avg_response\": 8.75263157894737}, {\"pH\": \"2.94\", \"support\": 35, \"avg_response\": 9.55857142857143}, {\"pH\": \"3.44\", \"support\": 33, \"avg_response\": 5.760606060606061}, {\"pH\": \"2.97\", \"support\": 32, \"avg_response\": 5.40625}, {\"pH\": \"2.9\", \"support\": 31, \"avg_response\": 9.741935483870968}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.33}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2c03eb316757f14e294f0213b61f746712e9feec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.414560+00:00", + "ended_at": "2026-05-04T09:37:05.422933+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_aa70756e69fc8c03", + "problem_id": "v2p_n3_4219d9e486b1de43", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=residual sugar, key_col=pH.", + "bindings": { + "key_col": "pH", + "measure_col": "residual sugar", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=32", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 32, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_aa70756e69fc8c03.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebe88bf02a4c784c4778dc120b500480ff95be66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"pH": "3.14", "support": 172, "avg_response": 0.2919186046511628}, {"pH": "3.16", "support": 164, "avg_response": 0.28006097560975607}, {"pH": "3.22", "support": 146, "avg_response": 0.2905821917808219}, {"pH": "3.19", "support": 145, "avg_response": 0.26668965517241383}, {"pH": "3.18", "support": 138, "avg_response": 0.280036231884058}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a5b6c93a68f0e0d6fc859a3f63981fa9f1464746 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_acc895c4bfd7ceed +-- problem_id: v2p_n3_5f3f8c26ae2a853e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pH", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "pH" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32ff1c9df587dd587383ab4819c7d680c65eec4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_acc895c4bfd7ceed\n-- problem_id: v2p_n3_5f3f8c26ae2a853e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"pH\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"pH\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_acc895c4bfd7ceed\\n-- problem_id: v2p_n3_5f3f8c26ae2a853e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"pH\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"pH\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"pH\", \"support\", \"avg_response\"], \"rows\": [{\"pH\": \"3.14\", \"support\": 172, \"avg_response\": 0.2919186046511628}, {\"pH\": \"3.16\", \"support\": 164, \"avg_response\": 0.28006097560975607}, {\"pH\": \"3.22\", \"support\": 146, \"avg_response\": 0.2905821917808219}, {\"pH\": \"3.19\", \"support\": 145, \"avg_response\": 0.26668965517241383}, {\"pH\": \"3.18\", \"support\": 138, \"avg_response\": 0.280036231884058}, {\"pH\": \"3.2\", \"support\": 137, \"avg_response\": 0.2808759124087591}, {\"pH\": \"3.08\", \"support\": 136, \"avg_response\": 0.2918014705882353}, {\"pH\": \"3.15\", \"support\": 136, \"avg_response\": 0.2881985294117647}, {\"pH\": \"3.1\", \"support\": 135, \"avg_response\": 0.27325925925925926}, {\"pH\": \"3.12\", \"support\": 134, \"avg_response\": 0.29055970149253735}, {\"pH\": \"3.24\", \"support\": 132, \"avg_response\": 0.2848863636363636}, {\"pH\": \"3.11\", \"support\": 126, \"avg_response\": 0.2922222222222222}, {\"pH\": \"3.17\", \"support\": 124, \"avg_response\": 0.2985483870967742}, {\"pH\": \"3.13\", \"support\": 117, \"avg_response\": 0.2858119658119658}, {\"pH\": \"3.23\", \"support\": 116, \"avg_response\": 0.2777586206896552}, {\"pH\": \"3.06\", \"support\": 115, \"avg_response\": 0.2813478260869566}, {\"pH\": \"3.25\", \"support\": 114, \"avg_response\": 0.2679824561403509}, {\"pH\": \"3.04\", \"support\": 97, \"avg_response\": 0.27809278350515465}, {\"pH\": \"3.26\", \"support\": 96, \"avg_response\": 0.3084895833333334}, {\"pH\": \"3.21\", \"support\": 95, \"avg_response\": 0.2762631578947369}, {\"pH\": \"3.3\", \"support\": 93, \"avg_response\": 0.2588172043010753}, {\"pH\": \"3.09\", \"support\": 92, \"avg_response\": 0.2902173913043478}, {\"pH\": \"3.05\", \"support\": 89, \"avg_response\": 0.27314606741573033}, {\"pH\": \"3.27\", \"support\": 88, \"avg_response\": 0.2852272727272727}, {\"pH\": \"3.28\", \"support\": 87, \"avg_response\": 0.2799425287356322}, {\"pH\": \"3.32\", \"support\": 86, \"avg_response\": 0.26819767441860465}, {\"pH\": \"3.36\", \"support\": 83, \"avg_response\": 0.28572289156626507}, {\"pH\": \"3.29\", \"support\": 82, \"avg_response\": 0.28573170731707315}, {\"pH\": \"3.07\", \"support\": 79, \"avg_response\": 0.2879746835443038}, {\"pH\": \"3.31\", \"support\": 79, \"avg_response\": 0.2789873417721519}, {\"pH\": \"3.34\", \"support\": 79, \"avg_response\": 0.26329113924050634}, {\"pH\": \"3.03\", \"support\": 78, \"avg_response\": 0.27134615384615385}, {\"pH\": \"3\", \"support\": 74, \"avg_response\": 0.28574324324324324}, {\"pH\": \"3.02\", \"support\": 68, \"avg_response\": 0.27948529411764705}, {\"pH\": \"2.99\", \"support\": 68, \"avg_response\": 0.26838235294117646}, {\"pH\": \"2.96\", \"support\": 63, \"avg_response\": 0.26857142857142857}, {\"pH\": \"3.38\", \"support\": 58, \"avg_response\": 0.26913793103448275}, {\"pH\": \"3.01\", \"support\": 49, \"avg_response\": 0.29071428571428576}, {\"pH\": \"3.33\", \"support\": 49, \"avg_response\": 0.27316326530612245}, {\"pH\": \"3.37\", \"support\": 49, \"avg_response\": 0.2643877551020408}, {\"pH\": \"3.35\", \"support\": 48, \"avg_response\": 0.26906250000000004}, {\"pH\": \"3.42\", \"support\": 48, \"avg_response\": 0.2547916666666667}, {\"pH\": \"2.98\", \"support\": 41, \"avg_response\": 0.2675609756097561}, {\"pH\": \"3.39\", \"support\": 40, \"avg_response\": 0.3075}, {\"pH\": \"3.4\", \"support\": 39, \"avg_response\": 0.2615384615384615}, {\"pH\": \"2.93\", \"support\": 38, \"avg_response\": 0.2682894736842105}, {\"pH\": \"2.94\", \"support\": 35, \"avg_response\": 0.2612857142857143}, {\"pH\": \"3.44\", \"support\": 33, \"avg_response\": 0.2953030303030303}, {\"pH\": \"2.97\", \"support\": 32, \"avg_response\": 0.29765625}, {\"pH\": \"2.9\", \"support\": 31, \"avg_response\": 0.23451612903225805}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.43}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3f79cb108149a41341f130065b72814f3b40ece5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.386125+00:00", + "ended_at": "2026-05-04T09:37:05.399603+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_acc895c4bfd7ceed", + "problem_id": "v2p_n3_5f3f8c26ae2a853e", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=volatile acidity, key_col=pH.", + "bindings": { + "key_col": "pH", + "measure_col": "volatile acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=30", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 30, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_acc895c4bfd7ceed.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..586da05fdb10c36e24b2bab173dec6c5d14e0f4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8177, "bytes_utf8": 8177, "lines": 245, "estimated_tokens": 2315}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1018, "bytes_utf8": 1018, "lines": 1, "estimated_tokens": 298}, "usage": {"input_tokens": 22406, "cached_input_tokens": 20864, "output_tokens": 584}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d72fbe049f8de25a1a856e240ce167cca15acf3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ae292dcb000105c0", + "api_calls": 0, + "input_tokens": 22406, + "cached_input_tokens": 20864, + "output_tokens": 584, + "total_tokens": 22990, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2315, + "estimated_output_tokens": 298, + "estimated_total_tokens": 2613, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20652.12, + "sql_execution_elapsed_ms_total": 12.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_ae292dcb000105c0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b1d537a66615f7bc560d037c26ea9986aba14bb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:10:27.960204+00:00", + "ended_at": "2026-05-04T09:10:48.612591+00:00", + "elapsed_ms": 20652.12, + "prompt_metrics": { + "chars": 8177, + "bytes_utf8": 8177, + "lines": 245, + "estimated_tokens": 2315 + }, + "stdout_metrics": { + "chars": 1463, + "bytes_utf8": 1463, + "lines": 4, + "estimated_tokens": 472 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13246 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1018, + "bytes_utf8": 1018, + "lines": 1, + "estimated_tokens": 298 + }, + "usage": { + "input_tokens": 22406, + "cached_input_tokens": 20864, + "output_tokens": 584 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81d1b93152da686e8a33988e1095551d84978db4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,245 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=sulphates, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "sulphates", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..526ebba4ec5c581a8de08122398efdd4d8671a27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df240-d42f-7793-8431-d28a999db24e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\" AS \\\"group_col\\\",\\n CAST(\\\"sulphates\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"sulphates\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_col\\\"\\n ORDER BY \\\"measure_col\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"group_col\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"fixed acidity\\\",\\n MIN(\\\"measure_col\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INT)\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank discrete 95th percentile for \\\"sulphates\\\" within each \\\"fixed acidity\\\" group after filtering to \\\"quality\\\" = '6'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22406,"cached_input_tokens":20864,"output_tokens":584}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2776701ec2b71053f98d8c367c64e8c65f62cab0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"fixed acidity\" AS \"group_col\",\n CAST(\"sulphates\" AS REAL) AS \"measure_col\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"fixed acidity\" IS NOT NULL\n AND \"sulphates\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"group_col\"\n ORDER BY \"measure_col\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"group_col\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_col\" AS \"fixed acidity\",\n MIN(\"measure_col\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(((95 * \"cnt\") + 99) / 100 AS INT)\nGROUP BY \"group_col\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank discrete 95th percentile for \"sulphates\" within each \"fixed acidity\" group after filtering to \"quality\" = '6'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5391f3de6713083194edaf6530e11baa72b7f17 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:10:28.193423Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:10:30.574458Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:10:47.512808Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e05c3af2e4e792257bd2cb48f2b8ee4a361d9802 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=sulphates, condition_col=quality. +Result preview: [{"fixed acidity": "9.6", "conditional_percentile": 1.0}, {"fixed acidity": "8.8", "conditional_percentile": 0.98}, {"fixed acidity": "4.7", "conditional_percentile": 0.92}, {"fixed acidity": "8.4", "conditional_percentile": 0.82}, {"fixed acidity": "7.1", "conditional_percentile": 0.78}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..03522e7694add361db1dd7cd0955c559c23013a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_ae292dcb000105c0 +-- problem_id: v2p_n3_dcddcc48dd9efb4b +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "fixed acidity" AS "group_col", + CAST("sulphates" AS REAL) AS "measure_col" + FROM "n3" + WHERE "quality" = '6' + AND "fixed acidity" IS NOT NULL + AND "sulphates" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER ( + PARTITION BY "group_col" + ORDER BY "measure_col" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "group_col" + ) AS "cnt" + FROM "filtered" +) +SELECT + "group_col" AS "fixed acidity", + MIN("measure_col") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST(((95 * "cnt") + 99) / 100 AS INT) +GROUP BY "group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8fe5177614b4d44ac30ad0fca2b8ff73da0921d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"fixed acidity\" AS \"group_col\",\n CAST(\"sulphates\" AS REAL) AS \"measure_col\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"fixed acidity\" IS NOT NULL\n AND \"sulphates\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"group_col\"\n ORDER BY \"measure_col\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"group_col\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_col\" AS \"fixed acidity\",\n MIN(\"measure_col\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(((95 * \"cnt\") + 99) / 100 AS INT)\nGROUP BY \"group_col\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\" AS \\\"group_col\\\",\\n CAST(\\\"sulphates\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"sulphates\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_col\\\"\\n ORDER BY \\\"measure_col\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"group_col\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"fixed acidity\\\",\\n MIN(\\\"measure_col\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INT)\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"fixed acidity\", \"conditional_percentile\"], \"rows\": [{\"fixed acidity\": \"9.6\", \"conditional_percentile\": 1.0}, {\"fixed acidity\": \"8.8\", \"conditional_percentile\": 0.98}, {\"fixed acidity\": \"4.7\", \"conditional_percentile\": 0.92}, {\"fixed acidity\": \"8.4\", \"conditional_percentile\": 0.82}, {\"fixed acidity\": \"7.1\", \"conditional_percentile\": 0.78}, {\"fixed acidity\": \"8.3\", \"conditional_percentile\": 0.77}, {\"fixed acidity\": \"6.8\", \"conditional_percentile\": 0.77}, {\"fixed acidity\": \"6.1\", \"conditional_percentile\": 0.77}, {\"fixed acidity\": \"5.5\", \"conditional_percentile\": 0.77}, {\"fixed acidity\": \"7.9\", \"conditional_percentile\": 0.76}, {\"fixed acidity\": \"5\", \"conditional_percentile\": 0.76}, {\"fixed acidity\": \"7.6\", \"conditional_percentile\": 0.75}, {\"fixed acidity\": \"7.3\", \"conditional_percentile\": 0.75}, {\"fixed acidity\": \"5.4\", \"conditional_percentile\": 0.75}, {\"fixed acidity\": \"8.6\", \"conditional_percentile\": 0.73}, {\"fixed acidity\": \"6.4\", \"conditional_percentile\": 0.73}, {\"fixed acidity\": \"8\", \"conditional_percentile\": 0.72}, {\"fixed acidity\": \"6.6\", \"conditional_percentile\": 0.72}, {\"fixed acidity\": \"8.1\", \"conditional_percentile\": 0.7}, {\"fixed acidity\": \"6.5\", \"conditional_percentile\": 0.7}, {\"fixed acidity\": \"7.8\", \"conditional_percentile\": 0.69}, {\"fixed acidity\": \"6\", \"conditional_percentile\": 0.69}, {\"fixed acidity\": \"5.7\", \"conditional_percentile\": 0.69}, {\"fixed acidity\": \"7.5\", \"conditional_percentile\": 0.68}, {\"fixed acidity\": \"7.2\", \"conditional_percentile\": 0.68}, {\"fixed acidity\": \"6.3\", \"conditional_percentile\": 0.68}, {\"fixed acidity\": \"10.7\", \"conditional_percentile\": 0.68}, {\"fixed acidity\": \"7.4\", \"conditional_percentile\": 0.67}, {\"fixed acidity\": \"6.9\", \"conditional_percentile\": 0.66}, {\"fixed acidity\": \"7.7\", \"conditional_percentile\": 0.64}, {\"fixed acidity\": \"7\", \"conditional_percentile\": 0.64}, {\"fixed acidity\": \"5.9\", \"conditional_percentile\": 0.64}, {\"fixed acidity\": \"6.7\", \"conditional_percentile\": 0.63}, {\"fixed acidity\": \"6.2\", \"conditional_percentile\": 0.62}, {\"fixed acidity\": \"5.3\", \"conditional_percentile\": 0.62}, {\"fixed acidity\": \"9.4\", \"conditional_percentile\": 0.61}, {\"fixed acidity\": \"9.2\", \"conditional_percentile\": 0.61}, {\"fixed acidity\": \"4.8\", \"conditional_percentile\": 0.61}, {\"fixed acidity\": \"8.2\", \"conditional_percentile\": 0.6}, {\"fixed acidity\": \"5.8\", \"conditional_percentile\": 0.6}, {\"fixed acidity\": \"5.6\", \"conditional_percentile\": 0.58}, {\"fixed acidity\": \"8.7\", \"conditional_percentile\": 0.57}, {\"fixed acidity\": \"5.1\", \"conditional_percentile\": 0.56}, {\"fixed acidity\": \"9.7\", \"conditional_percentile\": 0.54}, {\"fixed acidity\": \"5.2\", \"conditional_percentile\": 0.54}, {\"fixed acidity\": \"14.2\", \"conditional_percentile\": 0.54}, {\"fixed acidity\": \"8.5\", \"conditional_percentile\": 0.53}, {\"fixed acidity\": \"9.5\", \"conditional_percentile\": 0.52}, {\"fixed acidity\": \"9\", \"conditional_percentile\": 0.5}, {\"fixed acidity\": \"4.9\", \"conditional_percentile\": 0.5}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 12.59}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5718450fc573a4ab15b1a909b235108fa72ab554 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:10:27.956792+00:00", + "ended_at": "2026-05-04T09:10:48.661321+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ae292dcb000105c0", + "problem_id": "v2p_n3_dcddcc48dd9efb4b", + "dataset_id": "n3", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=sulphates, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "sulphates", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_ae292dcb000105c0.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ae292dcb000105c0", + "api_calls": 0, + "input_tokens": 22406, + "cached_input_tokens": 20864, + "output_tokens": 584, + "total_tokens": 22990, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2315, + "estimated_output_tokens": 298, + "estimated_total_tokens": 2613, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20652.12, + "sql_execution_elapsed_ms_total": 12.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_ae292dcb000105c0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4159753ead45b770b5042a00313774798fbaea29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:10:48.638672+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20652.12, "started_at": "2026-05-04T09:10:27.960204+00:00", "ended_at": "2026-05-04T09:10:48.612591+00:00", "prompt_metrics": {"chars": 8177, "bytes_utf8": 8177, "lines": 245, "estimated_tokens": 2315}, "response_metrics": {"chars": 1018, "bytes_utf8": 1018, "lines": 1, "estimated_tokens": 298}, "usage": {"input_tokens": 22406, "cached_input_tokens": 20864, "output_tokens": 584}, "stderr_preview": "2026-05-04T09:10:28.193423Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:10:30.574458Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INT)\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank discrete 95th percentile for \\\"sulphates\\\" within each \\\"fixed acidity\\\" group after filtering to \\\""} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..361e4e86e635ac90a54dd7fc3ebcd65fd2741a69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ae292dcb000105c0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ae292dcb000105c0", + "api_calls": 0, + "input_tokens": 22406, + "cached_input_tokens": 20864, + "output_tokens": 584, + "total_tokens": 22990, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2315, + "estimated_output_tokens": 298, + "estimated_total_tokens": 2613, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20652.12, + "sql_execution_elapsed_ms_total": 12.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_ae292dcb000105c0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf8875c5b41e37a6fb1c3f91c17abc551bd8c278 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7915, "bytes_utf8": 7915, "lines": 243, "estimated_tokens": 2263}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22354, "cached_input_tokens": 19840, "output_tokens": 130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5c3cdda58f600edbb25855c9bfd893d48def426a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_aea4d53d1e8edc4e", + "api_calls": 0, + "input_tokens": 22354, + "cached_input_tokens": 19840, + "output_tokens": 130, + "total_tokens": 22484, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2263, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2377, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11382.1, + "sql_execution_elapsed_ms_total": 3.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_aea4d53d1e8edc4e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..af75231e61003ffc74a909125230ecdec6a64cba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:59:05.430850+00:00", + "ended_at": "2026-05-04T08:59:16.813244+00:00", + "elapsed_ms": 11382.1, + "prompt_metrics": { + "chars": 7915, + "bytes_utf8": 7915, + "lines": 243, + "estimated_tokens": 2263 + }, + "stdout_metrics": { + "chars": 767, + "bytes_utf8": 767, + "lines": 4, + "estimated_tokens": 218 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13233 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 442, + "bytes_utf8": 442, + "lines": 1, + "estimated_tokens": 114 + }, + "usage": { + "input_tokens": 22354, + "cached_input_tokens": 19840, + "output_tokens": 130 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60382e40c925d5cb367d871c69e3ff1850b44428 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sulphates, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..133a9858363ef9649bc4aca4470c03a8f129995e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df236-69c7-70e1-8625-55f520d981f7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"sulphates\\\" and condition_col bound to \\\"quality\\\", using condition_value '5'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22354,"cached_input_tokens":19840,"output_tokens":130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aae0828da8750a871ea206e44aeacf5bd8d022e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"sulphates\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"sulphates\" and condition_col bound to \"quality\", using condition_value '5'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed164c17a1b31a464473235778c895354e82a0c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:59:05.623584Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:59:08.134870Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:59:15.854683Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..774afab44c510c58f157615cb7ca89adbf901688 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sulphates, condition_col=quality. +Result preview: [{"sulphates": "0.88", "condition_rate": 0.5714285714285714}, {"sulphates": "0.29", "condition_rate": 0.4375}, {"sulphates": "0.81", "condition_rate": 0.4}, {"sulphates": "0.8", "condition_rate": 0.4}, {"sulphates": "0.48", "condition_rate": 0.39664804469273746}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9867c94b38d089a5fef002621b91fc7bab84f518 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_aea4d53d1e8edc4e +-- problem_id: v2p_n3_839e96acba757713 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "sulphates" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf8ecb51d3a33523879e001209d236ea6307fa74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"sulphates\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"sulphates\", \"condition_rate\"], \"rows\": [{\"sulphates\": \"0.88\", \"condition_rate\": 0.5714285714285714}, {\"sulphates\": \"0.29\", \"condition_rate\": 0.4375}, {\"sulphates\": \"0.81\", \"condition_rate\": 0.4}, {\"sulphates\": \"0.8\", \"condition_rate\": 0.4}, {\"sulphates\": \"0.48\", \"condition_rate\": 0.39664804469273746}, {\"sulphates\": \"0.47\", \"condition_rate\": 0.38953488372093026}, {\"sulphates\": \"0.52\", \"condition_rate\": 0.38461538461538464}, {\"sulphates\": \"0.46\", \"condition_rate\": 0.37777777777777777}, {\"sulphates\": \"0.51\", \"condition_rate\": 0.37142857142857144}, {\"sulphates\": \"0.7\", \"condition_rate\": 0.37037037037037035}, {\"sulphates\": \"0.5\", \"condition_rate\": 0.36947791164658633}, {\"sulphates\": \"0.76\", \"condition_rate\": 0.3684210526315789}, {\"sulphates\": \"0.45\", \"condition_rate\": 0.3539325842696629}, {\"sulphates\": \"0.42\", \"condition_rate\": 0.34806629834254144}, {\"sulphates\": \"0.49\", \"condition_rate\": 0.3433734939759036}, {\"sulphates\": \"0.73\", \"condition_rate\": 0.3333333333333333}, {\"sulphates\": \"0.35\", \"condition_rate\": 0.32941176470588235}, {\"sulphates\": \"0.62\", \"condition_rate\": 0.3235294117647059}, {\"sulphates\": \"0.39\", \"condition_rate\": 0.31788079470198677}, {\"sulphates\": \"0.44\", \"condition_rate\": 0.3101851851851852}, {\"sulphates\": \"0.28\", \"condition_rate\": 0.3076923076923077}, {\"sulphates\": \"0.6\", \"condition_rate\": 0.3068181818181818}, {\"sulphates\": \"0.43\", \"condition_rate\": 0.2981366459627329}, {\"sulphates\": \"0.4\", \"condition_rate\": 0.2976190476190476}, {\"sulphates\": \"0.34\", \"condition_rate\": 0.2976190476190476}, {\"sulphates\": \"0.32\", \"condition_rate\": 0.2962962962962963}, {\"sulphates\": \"0.68\", \"condition_rate\": 0.29545454545454547}, {\"sulphates\": \"0.41\", \"condition_rate\": 0.2949640287769784}, {\"sulphates\": \"0.63\", \"condition_rate\": 0.2916666666666667}, {\"sulphates\": \"0.61\", \"condition_rate\": 0.28888888888888886}, {\"sulphates\": \"0.67\", \"condition_rate\": 0.2857142857142857}, {\"sulphates\": \"0.38\", \"condition_rate\": 0.2757009345794392}, {\"sulphates\": \"0.55\", \"condition_rate\": 0.27450980392156865}, {\"sulphates\": \"0.56\", \"condition_rate\": 0.26851851851851855}, {\"sulphates\": \"0.57\", \"condition_rate\": 0.26506024096385544}, {\"sulphates\": \"0.74\", \"condition_rate\": 0.2631578947368421}, {\"sulphates\": \"0.53\", \"condition_rate\": 0.2518518518518518}, {\"sulphates\": \"0.54\", \"condition_rate\": 0.25149700598802394}, {\"sulphates\": \"0.84\", \"condition_rate\": 0.25}, {\"sulphates\": \"0.66\", \"condition_rate\": 0.25}, {\"sulphates\": \"0.72\", \"condition_rate\": 0.24242424242424243}, {\"sulphates\": \"0.36\", \"condition_rate\": 0.24166666666666667}, {\"sulphates\": \"0.37\", \"condition_rate\": 0.23255813953488372}, {\"sulphates\": \"0.65\", \"condition_rate\": 0.21428571428571427}, {\"sulphates\": \"0.64\", \"condition_rate\": 0.208955223880597}, {\"sulphates\": \"0.3\", \"condition_rate\": 0.1935483870967742}, {\"sulphates\": \"0.75\", \"condition_rate\": 0.18181818181818182}, {\"sulphates\": \"0.31\", \"condition_rate\": 0.17142857142857143}, {\"sulphates\": \"0.71\", \"condition_rate\": 0.16666666666666666}, {\"sulphates\": \"0.69\", \"condition_rate\": 0.16666666666666666}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.78}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e79ce41bff7d1fd58f9f45bb999061a9fcd61905 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:59:05.427940+00:00", + "ended_at": "2026-05-04T08:59:16.841867+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_aea4d53d1e8edc4e", + "problem_id": "v2p_n3_839e96acba757713", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sulphates, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_aea4d53d1e8edc4e.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_aea4d53d1e8edc4e", + "api_calls": 0, + "input_tokens": 22354, + "cached_input_tokens": 19840, + "output_tokens": 130, + "total_tokens": 22484, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2263, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2377, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11382.1, + "sql_execution_elapsed_ms_total": 3.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_aea4d53d1e8edc4e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b66faf711478c861171452eb4c09586331f526e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_aea4d53d1e8edc4e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:59:16.831302+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11382.1, "started_at": "2026-05-04T08:59:05.430850+00:00", "ended_at": "2026-05-04T08:59:16.813244+00:00", "prompt_metrics": {"chars": 7915, "bytes_utf8": 7915, "lines": 243, "estimated_tokens": 2263}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22354, "cached_input_tokens": 19840, "output_tokens": 130}, "stderr_preview": "2026-05-04T08:59:05.623584Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:59:08.134870Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 155.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..36c4503d4a40eda589af3610e52a01f2e211e6df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df257-3806-7c02-b786-0eb2e5fb2283"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"total sulfur dioxide\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING SUM(CAST(\\\"total sulfur dioxide\\\" AS REAL)) > 155.0\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col=\\\"sulphates\\\" and measure_col=\\\"total sulfur dioxide\\\". Cast the measure column to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22339,"cached_input_tokens":20864,"output_tokens":179}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdbb9a1259868d8a9bfd3ab09658310f7a4ca739 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"sulphates\", SUM(CAST(\"total sulfur dioxide\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING SUM(CAST(\"total sulfur dioxide\" AS REAL)) > 155.0\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Applied the provided Thresholded Group Ranking template with group_col=\"sulphates\" and measure_col=\"total sulfur dioxide\". Cast the measure column to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..586a2406c525bbfaa465ef9a4b91c8fcfa09a759 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:34:55.598820Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:34:58.091346Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:35:06.377192Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..74354ff8419d4b3f9ec235e93260119b60c99f9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide. +Result preview: [{"sulphates": "0.5", "total_measure": 37244.5}, {"sulphates": "0.46", "total_measure": 32191.0}, {"sulphates": "0.44", "total_measure": 30643.5}, {"sulphates": "0.38", "total_measure": 27540.0}, {"sulphates": "0.48", "total_measure": 25827.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..200fd7c1a77e3d8cfd8e18dec951464ff0cd851d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_b1794cd0d20d526f +-- problem_id: v2p_n3_37de3ec3ef23a5f3 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("total sulfur dioxide" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "sulphates" +HAVING SUM(CAST("total sulfur dioxide" AS REAL)) > 155.0 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ceead6b0eee622da73cebfa9c280890e4ea84b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"sulphates\", SUM(CAST(\"total sulfur dioxide\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING SUM(CAST(\"total sulfur dioxide\" AS REAL)) > 155.0\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"total sulfur dioxide\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING SUM(CAST(\\\"total sulfur dioxide\\\" AS REAL)) > 155.0\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"sulphates\", \"total_measure\"], \"rows\": [{\"sulphates\": \"0.5\", \"total_measure\": 37244.5}, {\"sulphates\": \"0.46\", \"total_measure\": 32191.0}, {\"sulphates\": \"0.44\", \"total_measure\": 30643.5}, {\"sulphates\": \"0.38\", \"total_measure\": 27540.0}, {\"sulphates\": \"0.48\", \"total_measure\": 25827.0}, {\"sulphates\": \"0.49\", \"total_measure\": 24762.0}, {\"sulphates\": \"0.45\", \"total_measure\": 24613.5}, {\"sulphates\": \"0.47\", \"total_measure\": 24437.5}, {\"sulphates\": \"0.42\", \"total_measure\": 24319.0}, {\"sulphates\": \"0.54\", \"total_measure\": 23204.0}, {\"sulphates\": \"0.43\", \"total_measure\": 23003.5}, {\"sulphates\": \"0.52\", \"total_measure\": 22455.5}, {\"sulphates\": \"0.4\", \"total_measure\": 21690.0}, {\"sulphates\": \"0.51\", \"total_measure\": 20381.0}, {\"sulphates\": \"0.53\", \"total_measure\": 19710.0}, {\"sulphates\": \"0.41\", \"total_measure\": 19331.5}, {\"sulphates\": \"0.39\", \"total_measure\": 18164.0}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.75}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a1b08d78bc2e7f06f7586ba610b0db84b787cb3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:34:55.331571+00:00", + "ended_at": "2026-05-04T09:35:07.044972+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b1794cd0d20d526f", + "problem_id": "v2p_n3_37de3ec3ef23a5f3", + "dataset_id": "n3", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 155.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=127" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_b1794cd0d20d526f.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b1794cd0d20d526f", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 20864, + "output_tokens": 179, + "total_tokens": 22518, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 126, + "estimated_total_tokens": 2376, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11679.31, + "sql_execution_elapsed_ms_total": 3.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_b1794cd0d20d526f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3dad519795b969393285cb9bfb5b9c3f6143146d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:35:07.034421+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11679.31, "started_at": "2026-05-04T09:34:55.334027+00:00", "ended_at": "2026-05-04T09:35:07.013453+00:00", "prompt_metrics": {"chars": 7864, "bytes_utf8": 7864, "lines": 240, "estimated_tokens": 2250}, "response_metrics": {"chars": 492, "bytes_utf8": 492, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 22339, "cached_input_tokens": 20864, "output_tokens": 179}, "stderr_preview": "2026-05-04T09:34:55.598820Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:34:58.091346Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 155.0\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col=\\\"sulphates\\\" and measure_col=\\\"total sulfur dioxide\\\". Cast the measure column to REAL because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..21fb83ad697105fef45eb0784a4d4b6cc6305c62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b1794cd0d20d526f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b1794cd0d20d526f", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 20864, + "output_tokens": 179, + "total_tokens": 22518, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 126, + "estimated_total_tokens": 2376, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11679.31, + "sql_execution_elapsed_ms_total": 3.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_b1794cd0d20d526f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd03709ea82c8fe58146bdf83940df5fd96a6cf4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7853, "bytes_utf8": 7853, "lines": 240, "estimated_tokens": 2247}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 556, "bytes_utf8": 556, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 22336, "cached_input_tokens": 20864, "output_tokens": 166}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9ffd808d745484c50cafbf0aaa627916e5b00526 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b22ceaca84c1246d", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 166, + "total_tokens": 22502, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 135, + "estimated_total_tokens": 2382, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13783.53, + "sql_execution_elapsed_ms_total": 8.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_b22ceaca84c1246d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8ad33dd7c11ec84293d1de0bd1051f61d3bb0f85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:33:13.504771+00:00", + "ended_at": "2026-05-04T09:33:27.288165+00:00", + "elapsed_ms": 13783.53, + "prompt_metrics": { + "chars": 7853, + "bytes_utf8": 7853, + "lines": 240, + "estimated_tokens": 2247 + }, + "stdout_metrics": { + "chars": 890, + "bytes_utf8": 890, + "lines": 4, + "estimated_tokens": 246 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13196 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 556, + "bytes_utf8": 556, + "lines": 1, + "estimated_tokens": 135 + }, + "usage": { + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 166 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1eadcbfa54d3b848a5ae3d5c0d4af96d42bdbf6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28c60d850fd1ac5fc3b2c31f8eb24b6bc8320c42 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df255-aa43-7cb1-8878-fee42e5be519"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"citric acid\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING SUM(CAST(\\\"citric acid\\\" AS REAL)) > 0.36\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"citric acid\\\". Because the schema stores numeric-looking fields as TEXT, CAST(\\\"citric acid\\\" AS REAL) is required for correct SQLite aggregation and threshold comparison.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22336,"cached_input_tokens":20864,"output_tokens":166}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a16fe2cb3f99de77bdfab523d7b283f3d4ef657 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"fixed acidity\", SUM(CAST(\"citric acid\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING SUM(CAST(\"citric acid\" AS REAL)) > 0.36\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"fixed acidity\" and measure_col=\"citric acid\". Because the schema stores numeric-looking fields as TEXT, CAST(\"citric acid\" AS REAL) is required for correct SQLite aggregation and threshold comparison."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..330335e4ad815db82d02e2ffad67aefe365ac15f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:33:13.741035Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:33:16.161531Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:33:26.250131Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2dc977cedbe23d9da66496858e0d2eca9b3cc2f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=fixed acidity, measure_col=citric acid. +Result preview: [{"fixed acidity": "6.8", "total_measure": 103.06}, {"fixed acidity": "6.6", "total_measure": 93.34}, {"fixed acidity": "6.4", "total_measure": 89.46}, {"fixed acidity": "6.9", "total_measure": 80.38}, {"fixed acidity": "6.7", "total_measure": 79.71}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a259cc08ac7bf04bc51ae0b37e37234645f8f26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_b22ceaca84c1246d +-- problem_id: v2p_n3_f9ecba43ab63969e +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("citric acid" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "fixed acidity" +HAVING SUM(CAST("citric acid" AS REAL)) > 0.36 +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0fd58310fc8a24e5fb56e08a3de3cc034bbc460d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"fixed acidity\", SUM(CAST(\"citric acid\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING SUM(CAST(\"citric acid\" AS REAL)) > 0.36\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"citric acid\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING SUM(CAST(\\\"citric acid\\\" AS REAL)) > 0.36\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"fixed acidity\", \"total_measure\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"total_measure\": 103.06}, {\"fixed acidity\": \"6.6\", \"total_measure\": 93.34}, {\"fixed acidity\": \"6.4\", \"total_measure\": 89.46}, {\"fixed acidity\": \"6.9\", \"total_measure\": 80.38}, {\"fixed acidity\": \"6.7\", \"total_measure\": 79.71}, {\"fixed acidity\": \"7\", \"total_measure\": 76.15}, {\"fixed acidity\": \"6.5\", \"total_measure\": 74.23}, {\"fixed acidity\": \"7.2\", \"total_measure\": 73.18}, {\"fixed acidity\": \"7.1\", \"total_measure\": 69.77}, {\"fixed acidity\": \"7.4\", \"total_measure\": 67.23}, {\"fixed acidity\": \"7.3\", \"total_measure\": 63.04}, {\"fixed acidity\": \"6.3\", \"total_measure\": 60.9}, {\"fixed acidity\": \"6.2\", \"total_measure\": 59.160000000000004}, {\"fixed acidity\": \"7.6\", \"total_measure\": 56.05}, {\"fixed acidity\": \"6\", \"total_measure\": 55.410000000000004}, {\"fixed acidity\": \"7.5\", \"total_measure\": 48.54}, {\"fixed acidity\": \"6.1\", \"total_measure\": 47.57}, {\"fixed acidity\": \"7.7\", \"total_measure\": 35.75}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.37}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..997f7cef19cbbe5fecd82475158e1027af5fc49e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:33:13.501147+00:00", + "ended_at": "2026-05-04T09:33:27.326943+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b22ceaca84c1246d", + "problem_id": "v2p_n3_f9ecba43ab63969e", + "dataset_id": "n3", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=123" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_b22ceaca84c1246d.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b22ceaca84c1246d", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 166, + "total_tokens": 22502, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 135, + "estimated_total_tokens": 2382, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13783.53, + "sql_execution_elapsed_ms_total": 8.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_b22ceaca84c1246d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6800312e912be1915d3e2bf1495b069e30892566 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:33:27.308395+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13783.53, "started_at": "2026-05-04T09:33:13.504771+00:00", "ended_at": "2026-05-04T09:33:27.288165+00:00", "prompt_metrics": {"chars": 7853, "bytes_utf8": 7853, "lines": 240, "estimated_tokens": 2247}, "response_metrics": {"chars": 556, "bytes_utf8": 556, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 22336, "cached_input_tokens": 20864, "output_tokens": 166}, "stderr_preview": "2026-05-04T09:33:13.741035Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:33:16.161531Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0.36\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"citric acid\\\". Because the schema stores numeric-looking fields as TEXT, CAST(\\\"citric acid\\\" AS REAL) is required for correct SQLite aggregation and threshold comparison.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a7f19f624609d802104dd05f1cd46884819ffc31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b22ceaca84c1246d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b22ceaca84c1246d", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 166, + "total_tokens": 22502, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 135, + "estimated_total_tokens": 2382, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13783.53, + "sql_execution_elapsed_ms_total": 8.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_b22ceaca84c1246d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3dee537a99ab766d7bcdb826c24df40736c4621a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7695, "bytes_utf8": 7695, "lines": 240, "estimated_tokens": 2201}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 22292, "cached_input_tokens": 20864, "output_tokens": 173}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..03d97b4a506fe538f4207de249c1a67f0c40950e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b3ee9f24ffc3b996", + "api_calls": 0, + "input_tokens": 22292, + "cached_input_tokens": 20864, + "output_tokens": 173, + "total_tokens": 22465, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2201, + "estimated_output_tokens": 94, + "estimated_total_tokens": 2295, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11719.02, + "sql_execution_elapsed_ms_total": 3.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_b3ee9f24ffc3b996\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..66f0872884196ab074613e2a1250265d2e8de162 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:16:42.510393+00:00", + "ended_at": "2026-05-04T09:16:54.229260+00:00", + "elapsed_ms": 11719.02, + "prompt_metrics": { + "chars": 7695, + "bytes_utf8": 7695, + "lines": 240, + "estimated_tokens": 2201 + }, + "stdout_metrics": { + "chars": 727, + "bytes_utf8": 727, + "lines": 4, + "estimated_tokens": 197 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13200 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 407, + "bytes_utf8": 407, + "lines": 1, + "estimated_tokens": 94 + }, + "usage": { + "input_tokens": 22292, + "cached_input_tokens": 20864, + "output_tokens": 173 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78762b17b08e75d400eced0829ad1124e542685a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c9fdf0f9179e66f77d00a174c3fbc913fdeaba9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df246-8b25-7173-b578-1e3d5e46cd0d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"fixed acidity\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col and measure_col both bound to \\\"fixed acidity\\\". CAST to REAL is needed because the SQLite schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22292,"cached_input_tokens":20864,"output_tokens":173}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df1a2e75a91d04150e9b980fe7736efdb78c5a63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"fixed acidity\", AVG(CAST(\"fixed acidity\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col and measure_col both bound to \"fixed acidity\". CAST to REAL is needed because the SQLite schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb3a22822f7d96644e52be5121602b58080d6af3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:16:42.742578Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:16:45.068533Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:16:53.517257Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7f0566ed9827821493d8c5d06514380f10c23b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=fixed acidity. +Result preview: [{"fixed acidity": "14.2", "avg_measure": 14.2}, {"fixed acidity": "11.8", "avg_measure": 11.8}, {"fixed acidity": "10.7", "avg_measure": 10.7}, {"fixed acidity": "10.3", "avg_measure": 10.3}, {"fixed acidity": "10.2", "avg_measure": 10.2}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7fe5dae183651b04ee15b298d5a2ad7f39bfa1be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_b3ee9f24ffc3b996 +-- problem_id: v2p_n3_f34155e62da80c59 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("fixed acidity" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b405f6d4ad0d280b0684fdc80d6c8072104f701 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"fixed acidity\", AVG(CAST(\"fixed acidity\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"fixed acidity\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"14.2\", \"avg_measure\": 14.2}, {\"fixed acidity\": \"11.8\", \"avg_measure\": 11.8}, {\"fixed acidity\": \"10.7\", \"avg_measure\": 10.7}, {\"fixed acidity\": \"10.3\", \"avg_measure\": 10.3}, {\"fixed acidity\": \"10.2\", \"avg_measure\": 10.2}, {\"fixed acidity\": \"10\", \"avg_measure\": 10.0}, {\"fixed acidity\": \"9.9\", \"avg_measure\": 9.9}, {\"fixed acidity\": \"9.8\", \"avg_measure\": 9.8}, {\"fixed acidity\": \"9.7\", \"avg_measure\": 9.7}, {\"fixed acidity\": \"9.6\", \"avg_measure\": 9.6}, {\"fixed acidity\": \"9.5\", \"avg_measure\": 9.5}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 9.4}, {\"fixed acidity\": \"9.3\", \"avg_measure\": 9.3}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 9.2}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 9.1}, {\"fixed acidity\": \"9\", \"avg_measure\": 9.0}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 8.9}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 8.8}, {\"fixed acidity\": \"8.7\", \"avg_measure\": 8.7}, {\"fixed acidity\": \"8.6\", \"avg_measure\": 8.6}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 8.5}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 8.4}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 8.3}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 8.2}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 8.1}, {\"fixed acidity\": \"8\", \"avg_measure\": 8.0}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 7.9}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 7.8}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 7.7}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 7.6}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 7.5}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 7.4}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 7.299999999999999}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 7.2}, {\"fixed acidity\": \"7.15\", \"avg_measure\": 7.15}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 7.1}, {\"fixed acidity\": \"7\", \"avg_measure\": 7.0}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 6.9}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 6.800000000000001}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 6.7}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 6.6}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 6.5}, {\"fixed acidity\": \"6.45\", \"avg_measure\": 6.45}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 6.4}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 6.299999999999999}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 6.2}, {\"fixed acidity\": \"6.15\", \"avg_measure\": 6.15}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 6.1}, {\"fixed acidity\": \"6\", \"avg_measure\": 6.0}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 5.9}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.46}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fc205e08dd3a1df9c8e79f956b29279a670bf76f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:16:42.507563+00:00", + "ended_at": "2026-05-04T09:16:54.257101+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b3ee9f24ffc3b996", + "problem_id": "v2p_n3_f34155e62da80c59", + "dataset_id": "n3", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_b3ee9f24ffc3b996.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b3ee9f24ffc3b996", + "api_calls": 0, + "input_tokens": 22292, + "cached_input_tokens": 20864, + "output_tokens": 173, + "total_tokens": 22465, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2201, + "estimated_output_tokens": 94, + "estimated_total_tokens": 2295, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11719.02, + "sql_execution_elapsed_ms_total": 3.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_b3ee9f24ffc3b996\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81e8a68223ecdbac20e25ab1df2fd3351817a49c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b3ee9f24ffc3b996/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:16:54.246080+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11719.02, "started_at": "2026-05-04T09:16:42.510393+00:00", "ended_at": "2026-05-04T09:16:54.229260+00:00", "prompt_metrics": {"chars": 7695, "bytes_utf8": 7695, "lines": 240, "estimated_tokens": 2201}, "response_metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 22292, "cached_input_tokens": 20864, "output_tokens": 173}, "stderr_preview": "2026-05-04T09:16:42.742578Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:16:45.068533Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=pH, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "quality", + "measure_col": "pH", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..13d015cfbb412c9c48b75320f94827ee02e0dacc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df240-7702-7632-ac7f-415a0b36188b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"pH\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"pH\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"quality\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n MIN(\\\"measure\\\") AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INT)\\n GROUP BY \\\"quality\\\"\\n)\\nSELECT\\n q.\\\"quality\\\",\\n p.\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"quality\\\"\\n FROM \\\"n3\\\"\\n) AS q\\nLEFT JOIN \\\"percentiles\\\" AS p\\n ON q.\\\"quality\\\" = p.\\\"quality\\\"\\nORDER BY p.\\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile over CAST(\\\"pH\\\" AS REAL). Because group_col and condition_col are both \\\"quality\\\" and the condition_value is '6', only the '6' group will have a non-NULL conditional percentile; other quality groups remain NULL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22400,"cached_input_tokens":19840,"output_tokens":794}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..081f9355274d202bb42f7e38444055ca4d5f792f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"quality\",\n CAST(\"pH\" AS REAL) AS \"measure\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"pH\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"quality\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"quality\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"percentiles\" AS (\n SELECT\n \"quality\",\n MIN(\"measure\") AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999 AS INT)\n GROUP BY \"quality\"\n)\nSELECT\n q.\"quality\",\n p.\"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"quality\"\n FROM \"n3\"\n) AS q\nLEFT JOIN \"percentiles\" AS p\n ON q.\"quality\" = p.\"quality\"\nORDER BY p.\"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile over CAST(\"pH\" AS REAL). Because group_col and condition_col are both \"quality\" and the condition_value is '6', only the '6' group will have a non-NULL conditional percentile; other quality groups remain NULL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49b53090d7306f59c3111a33b91648f2e497c7bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:10:04.356238Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:10:06.758094Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:10:27.075163Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..81228dc6a6b7defd357a6929e3c9f8bd66958254 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=pH, condition_col=quality. +Result preview: [{"quality": "6", "conditional_percentile": 3.38}, {"quality": "5", "conditional_percentile": null}, {"quality": "7", "conditional_percentile": null}, {"quality": "8", "conditional_percentile": null}, {"quality": "4", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c4be766d0baf2dc21dc1b0fc552c0613b1038ce4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/generated_sql.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_b444a5cca1f4dde4 +-- problem_id: v2p_n3_a0fc3a2d52b27b60 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "quality", + CAST("pH" AS REAL) AS "measure" + FROM "n3" + WHERE "quality" = '6' + AND "pH" IS NOT NULL +), +"ranked" AS ( + SELECT + "quality", + "measure", + ROW_NUMBER() OVER (PARTITION BY "quality" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "quality") AS "cnt" + FROM "filtered" +), +"percentiles" AS ( + SELECT + "quality", + MIN("measure") AS "conditional_percentile" + FROM "ranked" + WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999 AS INT) + GROUP BY "quality" +) +SELECT + q."quality", + p."conditional_percentile" +FROM ( + SELECT DISTINCT "quality" + FROM "n3" +) AS q +LEFT JOIN "percentiles" AS p + ON q."quality" = p."quality" +ORDER BY p."conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4201b48fd5cc9821bf3232d6b7c342b2c3ed9f35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"quality\",\n CAST(\"pH\" AS REAL) AS \"measure\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"pH\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"quality\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"quality\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"percentiles\" AS (\n SELECT\n \"quality\",\n MIN(\"measure\") AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999 AS INT)\n GROUP BY \"quality\"\n)\nSELECT\n q.\"quality\",\n p.\"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"quality\"\n FROM \"n3\"\n) AS q\nLEFT JOIN \"percentiles\" AS p\n ON q.\"quality\" = p.\"quality\"\nORDER BY p.\"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"pH\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"pH\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"quality\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n MIN(\\\"measure\\\") AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INT)\\n GROUP BY \\\"quality\\\"\\n)\\nSELECT\\n q.\\\"quality\\\",\\n p.\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"quality\\\"\\n FROM \\\"n3\\\"\\n) AS q\\nLEFT JOIN \\\"percentiles\\\" AS p\\n ON q.\\\"quality\\\" = p.\\\"quality\\\"\\nORDER BY p.\\\"conditional_percentile\\\" DESC;\", \"columns\": [\"quality\", \"conditional_percentile\"], \"rows\": [{\"quality\": \"6\", \"conditional_percentile\": 3.38}, {\"quality\": \"5\", \"conditional_percentile\": null}, {\"quality\": \"7\", \"conditional_percentile\": null}, {\"quality\": \"8\", \"conditional_percentile\": null}, {\"quality\": \"4\", \"conditional_percentile\": null}, {\"quality\": \"3\", \"conditional_percentile\": null}, {\"quality\": \"9\", \"conditional_percentile\": null}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 17.39}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..59977428705afb514b8dd1535ebd66e4a96e5534 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:10:04.178954+00:00", + "ended_at": "2026-05-04T09:10:27.950447+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b444a5cca1f4dde4", + "problem_id": "v2p_n3_a0fc3a2d52b27b60", + "dataset_id": "n3", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=pH, condition_col=quality.", + "bindings": { + "group_col": "quality", + "measure_col": "pH", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_b444a5cca1f4dde4.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b444a5cca1f4dde4", + "api_calls": 0, + "input_tokens": 22400, + "cached_input_tokens": 19840, + "output_tokens": 794, + "total_tokens": 23194, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2309, + "estimated_output_tokens": 349, + "estimated_total_tokens": 2658, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23721.13, + "sql_execution_elapsed_ms_total": 17.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_b444a5cca1f4dde4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f03bddc8ff7fb22635fd2b1097f76e733b88c429 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:10:27.922321+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23721.13, "started_at": "2026-05-04T09:10:04.181849+00:00", "ended_at": "2026-05-04T09:10:27.900442+00:00", "prompt_metrics": {"chars": 8149, "bytes_utf8": 8149, "lines": 245, "estimated_tokens": 2309}, "response_metrics": {"chars": 1200, "bytes_utf8": 1200, "lines": 1, "estimated_tokens": 349}, "usage": {"input_tokens": 22400, "cached_input_tokens": 19840, "output_tokens": 794}, "stderr_preview": "2026-05-04T09:10:04.356238Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:10:06.758094Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INT)\\n GROUP BY \\\"quality\\\"\\n)\\nSELECT\\n q.\\\"quality\\\",\\n p.\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"quality\\\"\\n FROM \\\"n3\\\"\\n) AS q\\nLEFT JOIN \\\"percentiles\\\" AS p\\n ON q.\\\"quality\\\" = p.\\\"quality\\\"\\nORDER BY p.\\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile over CAST(\\\"pH\\"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..19bcfa8d37954031f39a59d100ccd2678cb2b0e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b444a5cca1f4dde4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b444a5cca1f4dde4", + "api_calls": 0, + "input_tokens": 22400, + "cached_input_tokens": 19840, + "output_tokens": 794, + "total_tokens": 23194, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2309, + "estimated_output_tokens": 349, + "estimated_total_tokens": 2658, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23721.13, + "sql_execution_elapsed_ms_total": 17.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_b444a5cca1f4dde4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b56e9824c64ef196/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b56e9824c64ef196/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..daf08bf5d18b4213ab366ce0aece39c9984f4dfb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b56e9824c64ef196/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "6.8", "support": 308, "support_share": 0.06288280930992242, "support_rank": 1}, {"value_label": "6.6", "support": 290, "support_share": 0.05920783993466721, "support_rank": 2}, {"value_label": "6.4", "support": 280, "support_share": 0.05716619028174765, "support_rank": 3}, {"value_label": "6.9", "support": 241, "support_share": 0.04920375663536137, "support_rank": 4}, {"value_label": "6.7", "support": 236, "support_share": 0.04818293180890159, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b56e9824c64ef196/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b56e9824c64ef196/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f391e35a7cd31c7a7272549783ef93461637ae1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b56e9824c64ef196/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_n3_b56e9824c64ef196 +-- problem_id: v2p_n3_6929d784dee0002a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "fixed acidity" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "fixed acidity" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b56e9824c64ef196/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b56e9824c64ef196/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..caaf322bc2e7178dc0e9d2d01daafe38050ab3e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b56e9824c64ef196/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_n3_b56e9824c64ef196\n-- problem_id: v2p_n3_6929d784dee0002a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"fixed acidity\" AS value_label, COUNT(*) AS support\n FROM \"n3\"\n GROUP BY \"fixed acidity\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_n3_b56e9824c64ef196\\n-- problem_id: v2p_n3_6929d784dee0002a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"fixed acidity\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n3\\\"\\n GROUP BY \\\"fixed acidity\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"6.8\", \"support\": 308, \"support_share\": 0.06288280930992242, \"support_rank\": 1}, {\"value_label\": \"6.6\", \"support\": 290, \"support_share\": 0.05920783993466721, \"support_rank\": 2}, {\"value_label\": \"6.4\", \"support\": 280, \"support_share\": 0.05716619028174765, \"support_rank\": 3}, {\"value_label\": \"6.9\", \"support\": 241, \"support_share\": 0.04920375663536137, \"support_rank\": 4}, {\"value_label\": \"6.7\", \"support\": 236, \"support_share\": 0.04818293180890159, \"support_rank\": 5}, {\"value_label\": \"7\", \"support\": 232, \"support_share\": 0.04736627194773377, \"support_rank\": 6}, {\"value_label\": \"6.5\", \"support\": 225, \"support_share\": 0.045937117190690074, \"support_rank\": 7}, {\"value_label\": \"7.2\", \"support\": 206, \"support_share\": 0.042057982850142915, \"support_rank\": 8}, {\"value_label\": \"7.1\", \"support\": 200, \"support_share\": 0.04083299305839118, \"support_rank\": 9}, {\"value_label\": \"7.4\", \"support\": 194, \"support_share\": 0.03960800326663944, \"support_rank\": 10}, {\"value_label\": \"6.2\", \"support\": 192, \"support_share\": 0.039199673336055535, \"support_rank\": 11}, {\"value_label\": \"6.3\", \"support\": 188, \"support_share\": 0.038383013474887706, \"support_rank\": 12}, {\"value_label\": \"6\", \"support\": 184, \"support_share\": 0.037566353613719884, \"support_rank\": 13}, {\"value_label\": \"7.3\", \"support\": 178, \"support_share\": 0.03634136382196815, \"support_rank\": 14}, {\"value_label\": \"6.1\", \"support\": 155, \"support_share\": 0.03164556962025317, \"support_rank\": 15}, {\"value_label\": \"7.6\", \"support\": 153, \"support_share\": 0.031237239689669252, \"support_rank\": 16}, {\"value_label\": \"7.5\", \"support\": 123, \"support_share\": 0.025112290730910574, \"support_rank\": 17}, {\"value_label\": \"5.8\", \"support\": 121, \"support_share\": 0.024703960800326663, \"support_rank\": 18}, {\"value_label\": \"5.9\", \"support\": 103, \"support_share\": 0.021028991425071458, \"support_rank\": 19}, {\"value_label\": \"7.7\", \"support\": 93, \"support_share\": 0.0189873417721519, \"support_rank\": 20}, {\"value_label\": \"7.8\", \"support\": 93, \"support_share\": 0.0189873417721519, \"support_rank\": 21}, {\"value_label\": \"5.7\", \"support\": 88, \"support_share\": 0.01796651694569212, \"support_rank\": 22}, {\"value_label\": \"8\", \"support\": 80, \"support_share\": 0.016333197223356473, \"support_rank\": 23}, {\"value_label\": \"7.9\", \"support\": 74, \"support_share\": 0.015108207431604737, \"support_rank\": 24}, {\"value_label\": \"5.6\", \"support\": 71, \"support_share\": 0.014495712535728868, \"support_rank\": 25}, {\"value_label\": \"8.1\", \"support\": 56, \"support_share\": 0.011433238056349531, \"support_rank\": 26}, {\"value_label\": \"8.2\", \"support\": 56, \"support_share\": 0.011433238056349531, \"support_rank\": 27}, {\"value_label\": \"8.3\", \"support\": 52, \"support_share\": 0.010616578195181707, \"support_rank\": 28}, {\"value_label\": \"8.4\", \"support\": 35, \"support_share\": 0.0071457737852184565, \"support_rank\": 29}, {\"value_label\": \"8.5\", \"support\": 32, \"support_share\": 0.006533278889342589, \"support_rank\": 30}, {\"value_label\": \"5.5\", \"support\": 31, \"support_share\": 0.006329113924050633, \"support_rank\": 31}, {\"value_label\": \"5.2\", \"support\": 28, \"support_share\": 0.0057166190281747655, \"support_rank\": 32}, {\"value_label\": \"5.4\", \"support\": 28, \"support_share\": 0.0057166190281747655, \"support_rank\": 33}, {\"value_label\": \"5.3\", \"support\": 27, \"support_share\": 0.005512454062882809, \"support_rank\": 34}, {\"value_label\": \"8.6\", \"support\": 25, \"support_share\": 0.005104124132298897, \"support_rank\": 35}, {\"value_label\": \"5\", \"support\": 24, \"support_share\": 0.004899959167006942, \"support_rank\": 36}, {\"value_label\": \"5.1\", \"support\": 23, \"support_share\": 0.0046957942017149855, \"support_rank\": 37}, {\"value_label\": \"9.2\", \"support\": 21, \"support_share\": 0.004287464271131074, \"support_rank\": 38}, {\"value_label\": \"8.8\", \"support\": 18, \"support_share\": 0.0036749693752552064, \"support_rank\": 39}, {\"value_label\": \"9\", \"support\": 17, \"support_share\": 0.0034708044099632505, \"support_rank\": 40}, {\"value_label\": \"8.9\", \"support\": 16, \"support_share\": 0.0032666394446712946, \"support_rank\": 41}, {\"value_label\": \"8.7\", \"support\": 15, \"support_share\": 0.0030624744793793387, \"support_rank\": 42}, {\"value_label\": \"9.4\", \"support\": 11, \"support_share\": 0.002245814618211515, \"support_rank\": 43}, {\"value_label\": \"4.8\", \"support\": 9, \"support_share\": 0.0018374846876276032, \"support_rank\": 44}, {\"value_label\": \"9.8\", \"support\": 8, \"support_share\": 0.0016333197223356473, \"support_rank\": 45}, {\"value_label\": \"4.9\", \"support\": 7, \"support_share\": 0.0014291547570436914, \"support_rank\": 46}, {\"value_label\": \"9.1\", \"support\": 6, \"support_share\": 0.0012249897917517355, \"support_rank\": 47}, {\"value_label\": \"4.7\", \"support\": 5, \"support_share\": 0.0010208248264597796, \"support_rank\": 48}, {\"value_label\": \"9.6\", \"support\": 5, \"support_share\": 0.0010208248264597796, \"support_rank\": 49}, {\"value_label\": \"9.7\", \"support\": 4, \"support_share\": 0.0008166598611678236, \"support_rank\": 50}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.18}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b56e9824c64ef196/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b56e9824c64ef196/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8e833039d6653538adcfffe983e306dafbe20d59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b56e9824c64ef196/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.035321+00:00", + "ended_at": "2026-05-04T09:37:05.041991+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b56e9824c64ef196", + "problem_id": "v2p_n3_6929d784dee0002a", + "dataset_id": "n3", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_b56e9824c64ef196.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b56e9824c64ef196/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b56e9824c64ef196/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b56e9824c64ef196/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..17e2fc25e68c9039ca16c3d8f3f790d573146976 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7674, "bytes_utf8": 7674, "lines": 240, "estimated_tokens": 2199}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 22290, "cached_input_tokens": 21888, "output_tokens": 135}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e4e888ae76e59528bb303666442d5aa7f9af9842 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b6721af9e7c99ce3", + "api_calls": 0, + "input_tokens": 22290, + "cached_input_tokens": 21888, + "output_tokens": 135, + "total_tokens": 22425, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2199, + "estimated_output_tokens": 91, + "estimated_total_tokens": 2290, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 81010.04, + "sql_execution_elapsed_ms_total": 3.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_b6721af9e7c99ce3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e331111f21ba01e3410dcb383b6aa17fa57c2d5d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:15:21.469913+00:00", + "ended_at": "2026-05-04T09:16:42.479817+00:00", + "elapsed_ms": 81010.04, + "prompt_metrics": { + "chars": 7674, + "bytes_utf8": 7674, + "lines": 240, + "estimated_tokens": 2199 + }, + "stdout_metrics": { + "chars": 1119, + "bytes_utf8": 1119, + "lines": 8, + "estimated_tokens": 297 + }, + "stderr_metrics": { + "chars": 14302, + "bytes_utf8": 14302, + "lines": 43, + "estimated_tokens": 7556 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 359, + "bytes_utf8": 359, + "lines": 1, + "estimated_tokens": 91 + }, + "usage": { + "input_tokens": 22290, + "cached_input_tokens": 21888, + "output_tokens": 135 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e18c37aba25b916e48eed85171271ac87e99df4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=alcohol.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "quality", + "measure_col": "alcohol", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..44a833ce49848e144abf74a7e02a860a786be4a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019df245-4e93-7d01-9473-30835789b889"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: tls handshake eof)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: tls handshake eof)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: tls handshake eof)"} +{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: tls handshake eof)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"quality\\\", AVG(CAST(\\\"alcohol\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"quality\\\" and measure_col=\\\"alcohol\\\". Cast \\\"alcohol\\\" from TEXT to REAL for a numeric SQLite average.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22290,"cached_input_tokens":21888,"output_tokens":135}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..481b493e94568f5711813e4179e866be49f564ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"quality\", AVG(CAST(\"alcohol\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"quality\" and measure_col=\"alcohol\". Cast \"alcohol\" from TEXT to REAL for a numeric SQLite average."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dc3307778098d6fa26a4a486e9e10d3582eec02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,43 @@ +2026-05-04T09:15:21.699029Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:15:31.721452Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) +2026-05-04T09:15:41.843062Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T09:15:41.844082Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (1/5 in 216ms)... +2026-05-04T09:15:47.091179Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T09:15:47.092339Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (2/5 in 419ms)... +2026-05-04T09:15:52.532257Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T09:15:52.533293Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (3/5 in 741ms)... +2026-05-04T09:15:58.301126Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T09:15:58.302169Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (4/5 in 1.639s)... +2026-05-04T09:16:04.969297Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T09:16:04.970216Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (5/5 in 3.029s)... +2026-05-04T09:16:13.029509Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T09:16:13.030577Z WARN codex_core::client: falling back to HTTP +2026-05-04T09:16:38.193680Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: "https://chatgpt.com/backend-api/wham/apps", source: hyper_util::client::legacy::Error(Connect, Custom { kind: UnexpectedEof, error: "unexpected EOF during handshake" }) })) +2026-05-04T09:16:41.866635Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7ddc3895e9598f88e63e5c815c0bba828d48244 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=alcohol. +Result preview: [{"quality": "9", "avg_measure": 12.18}, {"quality": "8", "avg_measure": 11.636}, {"quality": "7", "avg_measure": 11.367935606060605}, {"quality": "6", "avg_measure": 10.575371549893843}, {"quality": "3", "avg_measure": 10.345}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fc954225f24ce3bb20cf156c5ceb7d8f0ce52a91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_b6721af9e7c99ce3 +-- problem_id: v2p_n3_6afbf5bc7574b9e2 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("alcohol" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "quality" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee23f3247dd31ffa596e5c3a076ade82c6ea0b80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"quality\", AVG(CAST(\"alcohol\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"quality\\\", AVG(CAST(\\\"alcohol\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"quality\", \"avg_measure\"], \"rows\": [{\"quality\": \"9\", \"avg_measure\": 12.18}, {\"quality\": \"8\", \"avg_measure\": 11.636}, {\"quality\": \"7\", \"avg_measure\": 11.367935606060605}, {\"quality\": \"6\", \"avg_measure\": 10.575371549893843}, {\"quality\": \"3\", \"avg_measure\": 10.345}, {\"quality\": \"4\", \"avg_measure\": 10.15245398773006}, {\"quality\": \"5\", \"avg_measure\": 9.808840082361016}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.56}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..639fa1b88ee1621efc6b912db772e4afef8f46f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:15:21.465458+00:00", + "ended_at": "2026-05-04T09:16:42.505740+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b6721af9e7c99ce3", + "problem_id": "v2p_n3_6afbf5bc7574b9e2", + "dataset_id": "n3", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=alcohol.", + "bindings": { + "group_col": "quality", + "measure_col": "alcohol", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_b6721af9e7c99ce3.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b6721af9e7c99ce3", + "api_calls": 0, + "input_tokens": 22290, + "cached_input_tokens": 21888, + "output_tokens": 135, + "total_tokens": 22425, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2199, + "estimated_output_tokens": 91, + "estimated_total_tokens": 2290, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 81010.04, + "sql_execution_elapsed_ms_total": 3.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_b6721af9e7c99ce3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2eed7dca5784b29036839b95e1e6e6d3f49f3366 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:16:42.494045+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 81010.04, "started_at": "2026-05-04T09:15:21.469913+00:00", "ended_at": "2026-05-04T09:16:42.479817+00:00", "prompt_metrics": {"chars": 7674, "bytes_utf8": 7674, "lines": 240, "estimated_tokens": 2199}, "response_metrics": {"chars": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 22290, "cached_input_tokens": 21888, "output_tokens": 135}, "stderr_preview": "2026-05-04T09:15:21.699029Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:15:31.721452Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n2026-05-04T09:15:41.843062Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses\n2026-05-04T09:15:41.844082Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (1/5 in 216ms)...\n2026-05-04T09:15:47.091179Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses\n2026-05-04T09:15:47.092339Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (2/5 in 419ms)...\n2026-05-04T09:15:52.532257Z ", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"quality\\\", AVG(CAST(\\\"alcohol\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"quality\\\" and measure_col=\\\"alcohol\\\". Cast \\\"alcohol\\\" from TEXT to REAL for a numeric SQLite average.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..61223e5711182b93d71300e7bfed78eb8356c210 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6721af9e7c99ce3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b6721af9e7c99ce3", + "api_calls": 0, + "input_tokens": 22290, + "cached_input_tokens": 21888, + "output_tokens": 135, + "total_tokens": 22425, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2199, + "estimated_output_tokens": 91, + "estimated_total_tokens": 2290, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 81010.04, + "sql_execution_elapsed_ms_total": 3.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_b6721af9e7c99ce3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05b038c5114fde09ebf9b137e728634b083d6886 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7823, "bytes_utf8": 7823, "lines": 240, "estimated_tokens": 2244}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 455, "bytes_utf8": 455, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22333, "cached_input_tokens": 20864, "output_tokens": 232}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d32c34e12e6ea9a916343bd98bb8b73406d1d606 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b6f919ffbde1b95c", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 20864, + "output_tokens": 232, + "total_tokens": 22565, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2244, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2359, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12787.69, + "sql_execution_elapsed_ms_total": 3.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_b6f919ffbde1b95c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f8f8c171b7b888359e7561104720cf8a5ab174a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:21:11.462359+00:00", + "ended_at": "2026-05-04T09:21:24.250241+00:00", + "elapsed_ms": 12787.69, + "prompt_metrics": { + "chars": 7823, + "bytes_utf8": 7823, + "lines": 240, + "estimated_tokens": 2244 + }, + "stdout_metrics": { + "chars": 788, + "bytes_utf8": 788, + "lines": 4, + "estimated_tokens": 228 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13204 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 455, + "bytes_utf8": 455, + "lines": 1, + "estimated_tokens": 115 + }, + "usage": { + "input_tokens": 22333, + "cached_input_tokens": 20864, + "output_tokens": 232 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27b6ac0ca9356cb67dd63b9cb35a4907e695e94a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=residual sugar.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "quality", + "measure_col": "residual sugar", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1ac17749f463c68dcdd96c3138b2f864aaddc15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24a-a5a9-73c3-9039-6f97c42829ed"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"residual sugar\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"quality\\\" AS REAL);\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"quality\\\" and measure_col=\\\"residual sugar\\\". Cast \\\"residual sugar\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22333,"cached_input_tokens":20864,"output_tokens":232}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..10321502de17939dd1c0eab2db8d894d644d08d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"quality\", AVG(CAST(\"residual sugar\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"quality\" AS REAL);","notes":"Applied the planned Support-Guarded Group Average template with group_col=\"quality\" and measure_col=\"residual sugar\". Cast \"residual sugar\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a88a27ef6fa5a004c62f438d64a8dff024e3321d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:21:11.660100Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:21:14.005730Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:21:23.519917Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..932ba5a98adfc01dbf19eb8638cc5aecfd4f3443 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=residual sugar. +Result preview: [{"quality": "3", "avg_measure": 6.3925, "support": 20}, {"quality": "4", "avg_measure": 4.6282208588957054, "support": 163}, {"quality": "5", "avg_measure": 7.33496911461908, "support": 1457}, {"quality": "6", "avg_measure": 6.441606005459509, "support": 2198}, {"quality": "7", "avg_measure": 5.186477272727273, "support": 880}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8a1cd56847181de6db19bbdd45e4b1363e636258 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_b6f919ffbde1b95c +-- problem_id: v2p_n3_9afffafa83e000e1 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("residual sugar" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY CAST("quality" AS REAL); diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b50f9677a72779b3253d2d88cb4f4b97fde63c56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"quality\", AVG(CAST(\"residual sugar\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"quality\" AS REAL);", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"residual sugar\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"quality\\\" AS REAL);\", \"columns\": [\"quality\", \"avg_measure\", \"support\"], \"rows\": [{\"quality\": \"3\", \"avg_measure\": 6.3925, \"support\": 20}, {\"quality\": \"4\", \"avg_measure\": 4.6282208588957054, \"support\": 163}, {\"quality\": \"5\", \"avg_measure\": 7.33496911461908, \"support\": 1457}, {\"quality\": \"6\", \"avg_measure\": 6.441606005459509, \"support\": 2198}, {\"quality\": \"7\", \"avg_measure\": 5.186477272727273, \"support\": 880}, {\"quality\": \"8\", \"avg_measure\": 5.671428571428572, \"support\": 175}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.53}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f2d795ca24c4b0e1f156e3999f14fa04b6d41a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:21:11.460344+00:00", + "ended_at": "2026-05-04T09:21:24.280504+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b6f919ffbde1b95c", + "problem_id": "v2p_n3_9afffafa83e000e1", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=residual sugar.", + "bindings": { + "group_col": "quality", + "measure_col": "residual sugar", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=80" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_b6f919ffbde1b95c.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b6f919ffbde1b95c", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 20864, + "output_tokens": 232, + "total_tokens": 22565, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2244, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2359, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12787.69, + "sql_execution_elapsed_ms_total": 3.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_b6f919ffbde1b95c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c007a3516fa12c8da7fb2aef4be0cefa3377f58c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:21:24.268870+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12787.69, "started_at": "2026-05-04T09:21:11.462359+00:00", "ended_at": "2026-05-04T09:21:24.250241+00:00", "prompt_metrics": {"chars": 7823, "bytes_utf8": 7823, "lines": 240, "estimated_tokens": 2244}, "response_metrics": {"chars": 455, "bytes_utf8": 455, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22333, "cached_input_tokens": 20864, "output_tokens": 232}, "stderr_preview": "2026-05-04T09:21:11.660100Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:21:14.005730Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY CAST(\\\"quality\\\" AS REAL);\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"quality\\\" and measure_col=\\\"residual sugar\\\". Cast \\\"residual sugar\\\" to REAL because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..df00274650ad17950b697b4b109707397efa1241 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b6f919ffbde1b95c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b6f919ffbde1b95c", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 20864, + "output_tokens": 232, + "total_tokens": 22565, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2244, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2359, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12787.69, + "sql_execution_elapsed_ms_total": 3.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_b6f919ffbde1b95c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b7080678365f4577/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b7080678365f4577/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..81ca49323056d8368ac0fccd87285f2680afa6c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b7080678365f4577/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"total sulfur dioxide": "111", "support": 69, "avg_response": 0.24978260869565216}, {"total sulfur dioxide": "113", "support": 61, "avg_response": 0.2747540983606558}, {"total sulfur dioxide": "117", "support": 57, "avg_response": 0.2715789473684211}, {"total sulfur dioxide": "118", "support": 55, "avg_response": 0.2671818181818182}, {"total sulfur dioxide": "128", "support": 54, "avg_response": 0.28879629629629633}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b7080678365f4577/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b7080678365f4577/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f0b3988031b512d3f6da31450cef1e5c8d831324 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b7080678365f4577/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_b7080678365f4577 +-- problem_id: v2p_n3_0f43f4d7759b1656 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "total sulfur dioxide", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "total sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b7080678365f4577/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b7080678365f4577/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..48fb3b7d8e37dc98f49dacb79b5dbfc810a5e036 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b7080678365f4577/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_b7080678365f4577\n-- problem_id: v2p_n3_0f43f4d7759b1656\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"total sulfur dioxide\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"total sulfur dioxide\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_b7080678365f4577\\n-- problem_id: v2p_n3_0f43f4d7759b1656\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"total sulfur dioxide\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"total sulfur dioxide\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"total sulfur dioxide\", \"support\", \"avg_response\"], \"rows\": [{\"total sulfur dioxide\": \"111\", \"support\": 69, \"avg_response\": 0.24978260869565216}, {\"total sulfur dioxide\": \"113\", \"support\": 61, \"avg_response\": 0.2747540983606558}, {\"total sulfur dioxide\": \"117\", \"support\": 57, \"avg_response\": 0.2715789473684211}, {\"total sulfur dioxide\": \"118\", \"support\": 55, \"avg_response\": 0.2671818181818182}, {\"total sulfur dioxide\": \"128\", \"support\": 54, \"avg_response\": 0.28879629629629633}, {\"total sulfur dioxide\": \"122\", \"support\": 54, \"avg_response\": 0.28203703703703703}, {\"total sulfur dioxide\": \"114\", \"support\": 54, \"avg_response\": 0.2596296296296296}, {\"total sulfur dioxide\": \"150\", \"support\": 54, \"avg_response\": 0.24027777777777778}, {\"total sulfur dioxide\": \"124\", \"support\": 53, \"avg_response\": 0.2839622641509434}, {\"total sulfur dioxide\": \"140\", \"support\": 52, \"avg_response\": 0.24076923076923076}, {\"total sulfur dioxide\": \"133\", \"support\": 50, \"avg_response\": 0.306}, {\"total sulfur dioxide\": \"126\", \"support\": 50, \"avg_response\": 0.2869}, {\"total sulfur dioxide\": \"125\", \"support\": 49, \"avg_response\": 0.26224489795918365}, {\"total sulfur dioxide\": \"98\", \"support\": 49, \"avg_response\": 0.24540816326530612}, {\"total sulfur dioxide\": \"149\", \"support\": 48, \"avg_response\": 0.24989583333333332}, {\"total sulfur dioxide\": \"116\", \"support\": 47, \"avg_response\": 0.30085106382978727}, {\"total sulfur dioxide\": \"119\", \"support\": 47, \"avg_response\": 0.3}, {\"total sulfur dioxide\": \"131\", \"support\": 47, \"avg_response\": 0.29202127659574467}, {\"total sulfur dioxide\": \"134\", \"support\": 47, \"avg_response\": 0.2845744680851064}, {\"total sulfur dioxide\": \"156\", \"support\": 47, \"avg_response\": 0.2721276595744681}, {\"total sulfur dioxide\": \"132\", \"support\": 47, \"avg_response\": 0.26148936170212767}, {\"total sulfur dioxide\": \"101\", \"support\": 47, \"avg_response\": 0.2530851063829787}, {\"total sulfur dioxide\": \"110\", \"support\": 47, \"avg_response\": 0.24457446808510636}, {\"total sulfur dioxide\": \"142\", \"support\": 46, \"avg_response\": 0.3001086956521739}, {\"total sulfur dioxide\": \"130\", \"support\": 46, \"avg_response\": 0.25815217391304346}, {\"total sulfur dioxide\": \"138\", \"support\": 45, \"avg_response\": 0.295}, {\"total sulfur dioxide\": \"115\", \"support\": 45, \"avg_response\": 0.2712222222222222}, {\"total sulfur dioxide\": \"107\", \"support\": 45, \"avg_response\": 0.2526666666666667}, {\"total sulfur dioxide\": \"148\", \"support\": 44, \"avg_response\": 0.25931818181818184}, {\"total sulfur dioxide\": \"143\", \"support\": 44, \"avg_response\": 0.2575}, {\"total sulfur dioxide\": \"104\", \"support\": 44, \"avg_response\": 0.24670454545454545}, {\"total sulfur dioxide\": \"152\", \"support\": 43, \"avg_response\": 0.2754651162790698}, {\"total sulfur dioxide\": \"168\", \"support\": 43, \"avg_response\": 0.2652325581395349}, {\"total sulfur dioxide\": \"120\", \"support\": 42, \"avg_response\": 0.2875}, {\"total sulfur dioxide\": \"93\", \"support\": 42, \"avg_response\": 0.27714285714285714}, {\"total sulfur dioxide\": \"97\", \"support\": 41, \"avg_response\": 0.29548780487804877}, {\"total sulfur dioxide\": \"178\", \"support\": 41, \"avg_response\": 0.29329268292682925}, {\"total sulfur dioxide\": \"135\", \"support\": 41, \"avg_response\": 0.2675609756097561}, {\"total sulfur dioxide\": \"105\", \"support\": 41, \"avg_response\": 0.2407317073170732}, {\"total sulfur dioxide\": \"151\", \"support\": 39, \"avg_response\": 0.3005128205128205}, {\"total sulfur dioxide\": \"87\", \"support\": 39, \"avg_response\": 0.2896153846153846}, {\"total sulfur dioxide\": \"166\", \"support\": 39, \"avg_response\": 0.28935897435897434}, {\"total sulfur dioxide\": \"155\", \"support\": 39, \"avg_response\": 0.27564102564102566}, {\"total sulfur dioxide\": \"158\", \"support\": 38, \"avg_response\": 0.2726315789473684}, {\"total sulfur dioxide\": \"136\", \"support\": 38, \"avg_response\": 0.25697368421052635}, {\"total sulfur dioxide\": \"127\", \"support\": 38, \"avg_response\": 0.2532894736842105}, {\"total sulfur dioxide\": \"109\", \"support\": 37, \"avg_response\": 0.3}, {\"total sulfur dioxide\": \"100\", \"support\": 37, \"avg_response\": 0.2875675675675676}, {\"total sulfur dioxide\": \"102\", \"support\": 37, \"avg_response\": 0.2797297297297297}, {\"total sulfur dioxide\": \"161\", \"support\": 37, \"avg_response\": 0.2686486486486486}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.08}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b7080678365f4577/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b7080678365f4577/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..12406ca4def6f8da77f57d1f76978a89ddebdb4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b7080678365f4577/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.280069+00:00", + "ended_at": "2026-05-04T09:37:05.287760+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b7080678365f4577", + "problem_id": "v2p_n3_0f43f4d7759b1656", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=volatile acidity, key_col=total sulfur dioxide.", + "bindings": { + "key_col": "total sulfur dioxide", + "measure_col": "volatile acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=22", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 22, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_b7080678365f4577.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b7080678365f4577/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b7080678365f4577/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b7080678365f4577/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d5750b769921a8f14f5cea126432381f15f13796 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7857, "bytes_utf8": 7857, "lines": 242, "estimated_tokens": 2260}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 490, "bytes_utf8": 490, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22351, "cached_input_tokens": 20864, "output_tokens": 209}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d2ee09a05148cfd1d588a575da9d052124e0e16e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b858cdf52caf8100", + "api_calls": 0, + "input_tokens": 22351, + "cached_input_tokens": 20864, + "output_tokens": 209, + "total_tokens": 22560, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2260, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2380, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12310.13, + "sql_execution_elapsed_ms_total": 8.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_b858cdf52caf8100\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e9a24cf58eaa8c13aa218f73d56f6f1862b2768d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:21:35.368013+00:00", + "ended_at": "2026-05-04T09:21:47.678498+00:00", + "elapsed_ms": 12310.13, + "prompt_metrics": { + "chars": 7857, + "bytes_utf8": 7857, + "lines": 242, + "estimated_tokens": 2260 + }, + "stdout_metrics": { + "chars": 826, + "bytes_utf8": 826, + "lines": 4, + "estimated_tokens": 233 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13305 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 490, + "bytes_utf8": 490, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 22351, + "cached_input_tokens": 20864, + "output_tokens": 209 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa1690bfea39d4e44378bae7e8836ae49f94248d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=sulphates, measure_col=density.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "measure_col": "density", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e10634e8f24fd1db16b474fbfa1a720a05a0583 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24b-030c-7970-bf35-70b074f31a8e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\", AVG(CAST(\\\"density\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Two-Dimensional Group Average template with group_col=\\\"fixed acidity\\\", group_col_2=\\\"sulphates\\\", and measure_col=\\\"density\\\". CAST to REAL ensures SQLite computes the average numerically because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22351,"cached_input_tokens":20864,"output_tokens":209}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f30c0aec4523258d71f50816b4e2c9dddbb68912 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"fixed acidity\", \"sulphates\", AVG(CAST(\"density\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY avg_measure DESC;","notes":"Used the provided Two-Dimensional Group Average template with group_col=\"fixed acidity\", group_col_2=\"sulphates\", and measure_col=\"density\". CAST to REAL ensures SQLite computes the average numerically because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f22415938201d487ee7ea88f1857e4d0f4c91f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:21:35.553108Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:21:37.892897Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:21:46.884692Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f67e4a0d06c1faf6b976badc8eb54e04ce7e4f60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=sulphates, measure_col=density. +Result preview: [{"fixed acidity": "7.8", "sulphates": "0.69", "avg_measure": 1.03898}, {"fixed acidity": "7.9", "sulphates": "0.38", "avg_measure": 1.0042666666666666}, {"fixed acidity": "9.2", "sulphates": "0.61", "avg_measure": 1.00182}, {"fixed acidity": "8.3", "sulphates": "0.54", "avg_measure": 1.0012}, {"fixed acidity": "9.4", "sulphates": "0.51", "avg_measure": 1.00098}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9bfc0089d3370fc12c835772b67dbc5db460a25b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_b858cdf52caf8100 +-- problem_id: v2p_n3_291531d8bd813847 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", AVG(CAST("density" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6013279367625c3c3f367df653d8f0f146c40a83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"fixed acidity\", \"sulphates\", AVG(CAST(\"density\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\", AVG(CAST(\\\"density\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"sulphates\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"7.8\", \"sulphates\": \"0.69\", \"avg_measure\": 1.03898}, {\"fixed acidity\": \"7.9\", \"sulphates\": \"0.38\", \"avg_measure\": 1.0042666666666666}, {\"fixed acidity\": \"9.2\", \"sulphates\": \"0.61\", \"avg_measure\": 1.00182}, {\"fixed acidity\": \"8.3\", \"sulphates\": \"0.54\", \"avg_measure\": 1.0012}, {\"fixed acidity\": \"9.4\", \"sulphates\": \"0.51\", \"avg_measure\": 1.00098}, {\"fixed acidity\": \"7.6\", \"sulphates\": \"0.55\", \"avg_measure\": 1.0008}, {\"fixed acidity\": \"8.8\", \"sulphates\": \"0.79\", \"avg_measure\": 1.0008}, {\"fixed acidity\": \"8.7\", \"sulphates\": \"0.82\", \"avg_measure\": 1.0007}, {\"fixed acidity\": \"8.1\", \"sulphates\": \"0.62\", \"avg_measure\": 1.0006}, {\"fixed acidity\": \"8.1\", \"sulphates\": \"0.75\", \"avg_measure\": 1.0006}, {\"fixed acidity\": \"8.5\", \"sulphates\": \"0.66\", \"avg_measure\": 1.0005}, {\"fixed acidity\": \"8.5\", \"sulphates\": \"0.7\", \"avg_measure\": 1.0005}, {\"fixed acidity\": \"8.5\", \"sulphates\": \"0.67\", \"avg_measure\": 1.00047}, {\"fixed acidity\": \"8.4\", \"sulphates\": \"0.82\", \"avg_measure\": 1.0004}, {\"fixed acidity\": \"9.8\", \"sulphates\": \"0.45\", \"avg_measure\": 1.0004}, {\"fixed acidity\": \"6.4\", \"sulphates\": \"0.61\", \"avg_measure\": 1.00038}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.69\", \"avg_measure\": 1.0003}, {\"fixed acidity\": \"8.3\", \"sulphates\": \"0.67\", \"avg_measure\": 1.0002}, {\"fixed acidity\": \"8.4\", \"sulphates\": \"0.66\", \"avg_measure\": 1.00016}, {\"fixed acidity\": \"8.7\", \"sulphates\": \"0.88\", \"avg_measure\": 1.00013}, {\"fixed acidity\": \"8.3\", \"sulphates\": \"0.64\", \"avg_measure\": 1.0001}, {\"fixed acidity\": \"8.6\", \"sulphates\": \"0.63\", \"avg_measure\": 1.0001}, {\"fixed acidity\": \"7.8\", \"sulphates\": \"0.76\", \"avg_measure\": 1.0}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.75\", \"avg_measure\": 1.0}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.36\", \"avg_measure\": 0.99985}, {\"fixed acidity\": \"8.7\", \"sulphates\": \"0.47\", \"avg_measure\": 0.99975}, {\"fixed acidity\": \"11.8\", \"sulphates\": \"0.55\", \"avg_measure\": 0.9997}, {\"fixed acidity\": \"8.2\", \"sulphates\": \"0.43\", \"avg_measure\": 0.99965}, {\"fixed acidity\": \"7.1\", \"sulphates\": \"0.67\", \"avg_measure\": 0.99958}, {\"fixed acidity\": \"7.4\", \"sulphates\": \"0.58\", \"avg_measure\": 0.9995499999999999}, {\"fixed acidity\": \"7.1\", \"sulphates\": \"0.77\", \"avg_measure\": 0.99946}, {\"fixed acidity\": \"6.7\", \"sulphates\": \"0.75\", \"avg_measure\": 0.99942}, {\"fixed acidity\": \"7\", \"sulphates\": \"0.67\", \"avg_measure\": 0.9994}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.82\", \"avg_measure\": 0.9994}, {\"fixed acidity\": \"9.8\", \"sulphates\": \"0.59\", \"avg_measure\": 0.9994}, {\"fixed acidity\": \"6.8\", \"sulphates\": \"0.85\", \"avg_measure\": 0.99935}, {\"fixed acidity\": \"6.5\", \"sulphates\": \"0.58\", \"avg_measure\": 0.9993}, {\"fixed acidity\": \"8.4\", \"sulphates\": \"0.58\", \"avg_measure\": 0.9993}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.46\", \"avg_measure\": 0.9991333333333333}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.64\", \"avg_measure\": 0.9991}, {\"fixed acidity\": \"7.5\", \"sulphates\": \"0.64\", \"avg_measure\": 0.999}, {\"fixed acidity\": \"7.6\", \"sulphates\": \"0.64\", \"avg_measure\": 0.9989}, {\"fixed acidity\": \"7.4\", \"sulphates\": \"0.63\", \"avg_measure\": 0.99886}, {\"fixed acidity\": \"8.6\", \"sulphates\": \"0.52\", \"avg_measure\": 0.99882}, {\"fixed acidity\": \"10\", \"sulphates\": \"0.43\", \"avg_measure\": 0.9988}, {\"fixed acidity\": \"8.7\", \"sulphates\": \"0.37\", \"avg_measure\": 0.9988}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.75\", \"avg_measure\": 0.99875}, {\"fixed acidity\": \"8.2\", \"sulphates\": \"0.8\", \"avg_measure\": 0.99873}, {\"fixed acidity\": \"6.8\", \"sulphates\": \"0.36\", \"avg_measure\": 0.998725}, {\"fixed acidity\": \"9\", \"sulphates\": \"0.44\", \"avg_measure\": 0.9987}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.74}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ebe4b76e634a1dd1ad5c77f7ad4e84eb9bc19127 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:21:35.365788+00:00", + "ended_at": "2026-05-04T09:21:47.724042+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b858cdf52caf8100", + "problem_id": "v2p_n3_291531d8bd813847", + "dataset_id": "n3", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=sulphates, measure_col=density.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "measure_col": "density", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_b858cdf52caf8100.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b858cdf52caf8100", + "api_calls": 0, + "input_tokens": 22351, + "cached_input_tokens": 20864, + "output_tokens": 209, + "total_tokens": 22560, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2260, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2380, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12310.13, + "sql_execution_elapsed_ms_total": 8.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_b858cdf52caf8100\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a20e9441d929febeffb31f823aa6e37517ed00b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b858cdf52caf8100/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:21:47.705836+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12310.13, "started_at": "2026-05-04T09:21:35.368013+00:00", "ended_at": "2026-05-04T09:21:47.678498+00:00", "prompt_metrics": {"chars": 7857, "bytes_utf8": 7857, "lines": 242, "estimated_tokens": 2260}, "response_metrics": {"chars": 490, "bytes_utf8": 490, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22351, "cached_input_tokens": 20864, "output_tokens": 209}, "stderr_preview": "2026-05-04T09:21:35.553108Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:21:37.892897Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fff646e9ca22624883a9338f5b70e1f4286a8524 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_b9bd8cf7fd0fc6af\n-- problem_id: v2p_n3_9feb120b16a89160\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"chlorides\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"chlorides\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_b9bd8cf7fd0fc6af\\n-- problem_id: v2p_n3_9feb120b16a89160\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"chlorides\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"chlorides\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"chlorides\", \"support\", \"avg_response\"], \"rows\": [{\"chlorides\": \"0.044\", \"support\": 201, \"avg_response\": 6.870149253731344}, {\"chlorides\": \"0.036\", \"support\": 200, \"avg_response\": 6.701499999999999}, {\"chlorides\": \"0.042\", \"support\": 184, \"avg_response\": 6.960326086956522}, {\"chlorides\": \"0.04\", \"support\": 182, \"avg_response\": 6.940659340659341}, {\"chlorides\": \"0.046\", \"support\": 181, \"avg_response\": 6.8397790055248615}, {\"chlorides\": \"0.048\", \"support\": 174, \"avg_response\": 6.842528735632183}, {\"chlorides\": \"0.047\", \"support\": 171, \"avg_response\": 6.832163742690058}, {\"chlorides\": \"0.05\", \"support\": 170, \"avg_response\": 7.109705882352942}, {\"chlorides\": \"0.045\", \"support\": 170, \"avg_response\": 6.961764705882353}, {\"chlorides\": \"0.034\", \"support\": 168, \"avg_response\": 6.786904761904762}, {\"chlorides\": \"0.038\", \"support\": 167, \"avg_response\": 6.710778443113773}, {\"chlorides\": \"0.037\", \"support\": 160, \"avg_response\": 6.907500000000001}, {\"chlorides\": \"0.039\", \"support\": 157, \"avg_response\": 6.801910828025478}, {\"chlorides\": \"0.041\", \"support\": 147, \"avg_response\": 6.851700680272109}, {\"chlorides\": \"0.043\", \"support\": 141, \"avg_response\": 6.843262411347518}, {\"chlorides\": \"0.049\", \"support\": 133, \"avg_response\": 6.93609022556391}, {\"chlorides\": \"0.053\", \"support\": 130, \"avg_response\": 6.9192307692307695}, {\"chlorides\": \"0.035\", \"support\": 130, \"avg_response\": 6.783076923076923}, {\"chlorides\": \"0.033\", \"support\": 119, \"avg_response\": 6.884033613445379}, {\"chlorides\": \"0.051\", \"support\": 115, \"avg_response\": 6.802608695652173}, {\"chlorides\": \"0.032\", \"support\": 109, \"avg_response\": 6.824770642201835}, {\"chlorides\": \"0.03\", \"support\": 108, \"avg_response\": 6.5777777777777775}, {\"chlorides\": \"0.031\", \"support\": 107, \"avg_response\": 6.736448598130841}, {\"chlorides\": \"0.052\", \"support\": 104, \"avg_response\": 6.785576923076923}, {\"chlorides\": \"0.054\", \"support\": 99, \"avg_response\": 7.034343434343434}, {\"chlorides\": \"0.056\", \"support\": 88, \"avg_response\": 7.163636363636363}, {\"chlorides\": \"0.028\", \"support\": 85, \"avg_response\": 6.744705882352941}, {\"chlorides\": \"0.029\", \"support\": 81, \"avg_response\": 6.690123456790123}, {\"chlorides\": \"0.057\", \"support\": 68, \"avg_response\": 7.0661764705882355}, {\"chlorides\": \"0.055\", \"support\": 61, \"avg_response\": 7.103278688524591}, {\"chlorides\": \"0.027\", \"support\": 58, \"avg_response\": 6.501724137931035}, {\"chlorides\": \"0.026\", \"support\": 54, \"avg_response\": 6.861111111111111}, {\"chlorides\": \"0.058\", \"support\": 53, \"avg_response\": 7.0509433962264145}, {\"chlorides\": \"0.06\", \"support\": 46, \"avg_response\": 6.839130434782609}, {\"chlorides\": \"0.059\", \"support\": 36, \"avg_response\": 7.066666666666666}, {\"chlorides\": \"0.024\", \"support\": 34, \"avg_response\": 7.1000000000000005}, {\"chlorides\": \"0.025\", \"support\": 30, \"avg_response\": 6.7266666666666675}, {\"chlorides\": \"0.062\", \"support\": 25, \"avg_response\": 7.06}, {\"chlorides\": \"0.063\", \"support\": 23, \"avg_response\": 6.852173913043478}, {\"chlorides\": \"0.023\", \"support\": 20, \"avg_response\": 6.74}, {\"chlorides\": \"0.061\", \"support\": 19, \"avg_response\": 6.994736842105263}, {\"chlorides\": \"0.021\", \"support\": 19, \"avg_response\": 6.842105263157895}, {\"chlorides\": \"0.022\", \"support\": 19, \"avg_response\": 6.515789473684211}, {\"chlorides\": \"0.067\", \"support\": 18, \"avg_response\": 7.23888888888889}, {\"chlorides\": \"0.066\", \"support\": 18, \"avg_response\": 6.888888888888889}, {\"chlorides\": \"0.069\", \"support\": 18, \"avg_response\": 6.583333333333333}, {\"chlorides\": \"0.02\", \"support\": 16, \"avg_response\": 6.49375}, {\"chlorides\": \"0.064\", \"support\": 15, \"avg_response\": 6.706666666666666}, {\"chlorides\": \"0.018\", \"support\": 10, \"avg_response\": 7.2700000000000005}, {\"chlorides\": \"0.076\", \"support\": 9, \"avg_response\": 6.811111111111111}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.59}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4364314cf99ff06f49e5a6f97e211ed9d057b2ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.191370+00:00", + "ended_at": "2026-05-04T09:37:05.198359+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b9bd8cf7fd0fc6af", + "problem_id": "v2p_n3_9feb120b16a89160", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=fixed acidity, key_col=chlorides.", + "bindings": { + "key_col": "chlorides", + "measure_col": "fixed acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=13", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 13, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_b9bd8cf7fd0fc6af.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35cc049d6c9c3740c96ea23dc95bba3db4402bc4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7967, "bytes_utf8": 7967, "lines": 243, "estimated_tokens": 2299}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 490, "bytes_utf8": 490, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22390, "cached_input_tokens": 20864, "output_tokens": 210}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..25395ac87547dae3889e4e9857231ffb9b3e6ee6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ba5803beb3be5d69", + "api_calls": 0, + "input_tokens": 22390, + "cached_input_tokens": 20864, + "output_tokens": 210, + "total_tokens": 22600, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2420, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12329.9, + "sql_execution_elapsed_ms_total": 5.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_ba5803beb3be5d69\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..49bebcb8d6bb4b98cbbc3a00e9318a69312f8a8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:00:33.097009+00:00", + "ended_at": "2026-05-04T09:00:45.426828+00:00", + "elapsed_ms": 12329.9, + "prompt_metrics": { + "chars": 7967, + "bytes_utf8": 7967, + "lines": 243, + "estimated_tokens": 2299 + }, + "stdout_metrics": { + "chars": 827, + "bytes_utf8": 827, + "lines": 4, + "estimated_tokens": 234 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13137 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 490, + "bytes_utf8": 490, + "lines": 1, + "estimated_tokens": 121 + }, + "usage": { + "input_tokens": 22390, + "cached_input_tokens": 20864, + "output_tokens": 210 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb8ab4204eda1173dfcd34e6bc0c23b53aea818c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "9", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..41d60a79c7e66873afbb2e276f86a2b857c6b863 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df237-c04f-7a70-82c5-745d6b81f574"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '9' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"fixed acidity\\\", group_col_2=\\\"quality\\\", target_col=\\\"quality\\\", target_value='9'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22390,"cached_input_tokens":20864,"output_tokens":210}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60f869f10841c9817da76a98350f870de5860c29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '9' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"fixed acidity\", group_col_2=\"quality\", target_col=\"quality\", target_value='9'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a155508be05c644b76ff21977d851d120cca04bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:00:33.311657Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:00:35.679151Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:00:44.654338Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5d56ab27bea5421124ce641a655e580e341ea6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality. +Result preview: [{"fixed acidity": "6.6", "quality": "9", "target_rate": 1.0}, {"fixed acidity": "6.9", "quality": "9", "target_rate": 1.0}, {"fixed acidity": "7.1", "quality": "9", "target_rate": 1.0}, {"fixed acidity": "7.4", "quality": "9", "target_rate": 1.0}, {"fixed acidity": "9.1", "quality": "9", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c66446e73bbfebe158b8302771dfdf3b5e5913e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_ba5803beb3be5d69 +-- problem_id: v2p_n3_77368c2ed15af1c1 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '9' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2af7e765361b53c8dfd5327af5ce92eea5295d04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '9' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '9' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"fixed acidity\", \"quality\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"6.6\", \"quality\": \"9\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"quality\": \"9\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.1\", \"quality\": \"9\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.4\", \"quality\": \"9\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.1\", \"quality\": \"9\", \"target_rate\": 1.0}, {\"fixed acidity\": \"10\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.2\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.3\", \"quality\": \"3\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.3\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.7\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"11.8\", \"quality\": \"3\", \"target_rate\": 0.0}, {\"fixed acidity\": \"14.2\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"3.8\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"3.9\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.2\", \"quality\": \"3\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.2\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.5\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.6\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.1\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.1\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.1\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.2\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.2\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.2\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.2\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.2\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.3\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.3\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.3\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.3\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.3\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.4\", \"quality\": \"5\", \"target_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5bf2980e1d7e100bec81c485a26a4ed4fd309a1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:00:33.094300+00:00", + "ended_at": "2026-05-04T09:00:45.458446+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ba5803beb3be5d69", + "problem_id": "v2p_n3_77368c2ed15af1c1", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "9", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_ba5803beb3be5d69.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ba5803beb3be5d69", + "api_calls": 0, + "input_tokens": 22390, + "cached_input_tokens": 20864, + "output_tokens": 210, + "total_tokens": 22600, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2420, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12329.9, + "sql_execution_elapsed_ms_total": 5.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_ba5803beb3be5d69\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e838acad72015be5882fbf78c0fbc7ec83bc1cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba5803beb3be5d69/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:00:45.444844+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12329.9, "started_at": "2026-05-04T09:00:33.097009+00:00", "ended_at": "2026-05-04T09:00:45.426828+00:00", "prompt_metrics": {"chars": 7967, "bytes_utf8": 7967, "lines": 243, "estimated_tokens": 2299}, "response_metrics": {"chars": 490, "bytes_utf8": 490, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22390, "cached_input_tokens": 20864, "output_tokens": 210}, "stderr_preview": "2026-05-04T09:00:33.311657Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:00:35.679151Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "total sulfur dioxide", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e4f17d3d9b1ce9c5967d421f39d8c89772fdbb8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df247-452f-7a02-9ee2-cfc39b177d38"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL);\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"fixed acidity\\\", measure_col=\\\"total sulfur dioxide\\\", and min_group_size=5. Cast the measure and sort key to REAL because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22335,"cached_input_tokens":20864,"output_tokens":204}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93074faf6378dd5e01f2031b3cb5de9cc30dfceb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"fixed acidity\", AVG(CAST(\"total sulfur dioxide\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"fixed acidity\" AS REAL);","notes":"Applied the planned Support-Guarded Group Average template with group_col=\"fixed acidity\", measure_col=\"total sulfur dioxide\", and min_group_size=5. Cast the measure and sort key to REAL because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83b6e58f133e8597952cf5ff7a277b59f9bd6f0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:17:30.371301Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:17:32.666512Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:17:43.041505Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..56efdc2290db51e195980ed4bcf4a848c44971cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=total sulfur dioxide. +Result preview: [{"fixed acidity": "4.8", "avg_measure": 119.77777777777777, "support": 9}, {"fixed acidity": "4.9", "avg_measure": 148.28571428571428, "support": 7}, {"fixed acidity": "5", "avg_measure": 130.0, "support": 24}, {"fixed acidity": "5.1", "avg_measure": 106.95652173913044, "support": 23}, {"fixed acidity": "5.2", "avg_measure": 105.5, "support": 28}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1ed1da499461727de4c127ea351b59dae42fde01 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_ba834cae270be8e2 +-- problem_id: v2p_n3_24919b56effc8bc9 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("total sulfur dioxide" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY CAST("fixed acidity" AS REAL); diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e418f8b8e9aec5b87f8c6181d2369bb8fd89217 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"fixed acidity\", AVG(CAST(\"total sulfur dioxide\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"fixed acidity\" AS REAL);", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL);\", \"columns\": [\"fixed acidity\", \"avg_measure\", \"support\"], \"rows\": [{\"fixed acidity\": \"4.8\", \"avg_measure\": 119.77777777777777, \"support\": 9}, {\"fixed acidity\": \"4.9\", \"avg_measure\": 148.28571428571428, \"support\": 7}, {\"fixed acidity\": \"5\", \"avg_measure\": 130.0, \"support\": 24}, {\"fixed acidity\": \"5.1\", \"avg_measure\": 106.95652173913044, \"support\": 23}, {\"fixed acidity\": \"5.2\", \"avg_measure\": 105.5, \"support\": 28}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 113.4074074074074, \"support\": 27}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 116.39285714285714, \"support\": 28}, {\"fixed acidity\": \"5.5\", \"avg_measure\": 109.51612903225806, \"support\": 31}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 110.87323943661971, \"support\": 71}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 123.44318181818181, \"support\": 88}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 124.67768595041322, \"support\": 121}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 123.39805825242719, \"support\": 103}, {\"fixed acidity\": \"6\", \"avg_measure\": 130.9673913043478, \"support\": 184}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 138.48387096774192, \"support\": 155}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 141.24479166666666, \"support\": 192}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 144.52659574468086, \"support\": 188}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 143.675, \"support\": 280}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 137.56444444444443, \"support\": 225}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 140.4293103448276, \"support\": 290}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 138.53389830508473, \"support\": 236}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 142.23863636363637, \"support\": 308}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 140.0622406639004, \"support\": 241}, {\"fixed acidity\": \"7\", \"avg_measure\": 136.1206896551724, \"support\": 232}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 137.71, \"support\": 200}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 141.31553398058253, \"support\": 206}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 150.4129213483146, \"support\": 178}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 152.01030927835052, \"support\": 194}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 145.3780487804878, \"support\": 123}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 145.92156862745097, \"support\": 153}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 147.21505376344086, \"support\": 93}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 144.3763440860215, \"support\": 93}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 145.5, \"support\": 74}, {\"fixed acidity\": \"8\", \"avg_measure\": 145.15, \"support\": 80}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 137.23214285714286, \"support\": 56}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 128.125, \"support\": 56}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 138.69230769230768, \"support\": 52}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 134.85714285714286, \"support\": 35}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 122.46875, \"support\": 32}, {\"fixed acidity\": \"8.6\", \"avg_measure\": 127.02, \"support\": 25}, {\"fixed acidity\": \"8.7\", \"avg_measure\": 138.66666666666666, \"support\": 15}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 122.38888888888889, \"support\": 18}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 138.25, \"support\": 16}, {\"fixed acidity\": \"9\", \"avg_measure\": 112.29411764705883, \"support\": 17}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 170.83333333333334, \"support\": 6}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 128.66666666666666, \"support\": 21}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 146.45454545454547, \"support\": 11}, {\"fixed acidity\": \"9.8\", \"avg_measure\": 143.125, \"support\": 8}], \"row_count_returned\": 47, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.71}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e165d74e21ea7c1d7b80e2f7938a2cbe91f4e03a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:17:30.120900+00:00", + "ended_at": "2026-05-04T09:17:43.909720+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ba834cae270be8e2", + "problem_id": "v2p_n3_24919b56effc8bc9", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=total sulfur dioxide.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "total sulfur dioxide", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_ba834cae270be8e2.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ba834cae270be8e2", + "api_calls": 0, + "input_tokens": 22335, + "cached_input_tokens": 20864, + "output_tokens": 204, + "total_tokens": 22539, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2246, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2370, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13765.3, + "sql_execution_elapsed_ms_total": 3.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_ba834cae270be8e2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb51c0010544d8f471df491106e7e2fe59cef95d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:17:43.905037+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13765.3, "started_at": "2026-05-04T09:17:30.123617+00:00", "ended_at": "2026-05-04T09:17:43.888754+00:00", "prompt_metrics": {"chars": 7849, "bytes_utf8": 7849, "lines": 240, "estimated_tokens": 2246}, "response_metrics": {"chars": 521, "bytes_utf8": 521, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 22335, "cached_input_tokens": 20864, "output_tokens": 204}, "stderr_preview": "2026-05-04T09:17:30.371301Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:17:32.666512Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL);\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"fixed acidity\\\", measure_col=\\\"total sulfur dioxide\\\", and min_group_size=5. Cast the measure and sort key to REAL because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c98c6f0f73592934a54a694ae347cfeb6032251f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ba834cae270be8e2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ba834cae270be8e2", + "api_calls": 0, + "input_tokens": 22335, + "cached_input_tokens": 20864, + "output_tokens": 204, + "total_tokens": 22539, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2246, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2370, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13765.3, + "sql_execution_elapsed_ms_total": 3.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_ba834cae270be8e2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b8e600147c5c057f3d143deebdc26935c64116a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7814, "bytes_utf8": 7814, "lines": 240, "estimated_tokens": 2248}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22337, "cached_input_tokens": 21888, "output_tokens": 201}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..076381f2033b754d85fc224630ac869e86bb2ac4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_bdc4eb8fce46f803", + "api_calls": 0, + "input_tokens": 22337, + "cached_input_tokens": 21888, + "output_tokens": 201, + "total_tokens": 22538, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2248, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2369, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12465.6, + "sql_execution_elapsed_ms_total": 4.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_bdc4eb8fce46f803\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6b7fa90c5a6277b3dffcbf7f0ced82787707bbbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:19:26.430138+00:00", + "ended_at": "2026-05-04T09:19:38.895354+00:00", + "elapsed_ms": 12465.6, + "prompt_metrics": { + "chars": 7814, + "bytes_utf8": 7814, + "lines": 240, + "estimated_tokens": 2248 + }, + "stdout_metrics": { + "chars": 763, + "bytes_utf8": 763, + "lines": 4, + "estimated_tokens": 232 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 430, + "bytes_utf8": 430, + "lines": 1, + "estimated_tokens": 121 + }, + "usage": { + "input_tokens": 22337, + "cached_input_tokens": 21888, + "output_tokens": 201 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d21b7e834b933836af3462e504b7c5e931616ac9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=alcohol.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "alcohol", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecc65ae7155defc557111569a273d1c0c270a13d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df249-0b61-7cb2-b704-8c29017b1eb9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"alcohol\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sulphates\\\";\",\"notes\":\"Used the planned Support-Guarded Group Average template with group_col=\\\"sulphates\\\" and measure_col=\\\"alcohol\\\". Cast \\\"alcohol\\\" to REAL because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22337,"cached_input_tokens":21888,"output_tokens":201}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..358f8873fa90a1d6462f58c9b49d56652e31cc1e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sulphates\", AVG(CAST(\"alcohol\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY \"sulphates\";","notes":"Used the planned Support-Guarded Group Average template with group_col=\"sulphates\" and measure_col=\"alcohol\". Cast \"alcohol\" to REAL because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a881872a88bc4fc66f5fe8ae75ecbfecc7b955f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:19:26.608140Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:19:28.916628Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:19:38.355257Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d8790b08dfb2f8b1028629c4e7b4167c60a44fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=alcohol. +Result preview: [{"sulphates": "0.27", "avg_measure": 12.330769230769231, "support": 13}, {"sulphates": "0.28", "avg_measure": 11.13076923076923, "support": 13}, {"sulphates": "0.29", "avg_measure": 10.775, "support": 16}, {"sulphates": "0.3", "avg_measure": 10.756989247311829, "support": 31}, {"sulphates": "0.31", "avg_measure": 11.302857142857144, "support": 35}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..431cf8b5a4c99fcdf9205b82d7ccf886ee15c423 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_bdc4eb8fce46f803 +-- problem_id: v2p_n3_75f1a4d08ba8bbae +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("alcohol" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY "sulphates"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74039154e2b3e8685498204fe75401bd8390742d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sulphates\", AVG(CAST(\"alcohol\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY \"sulphates\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"alcohol\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sulphates\\\";\", \"columns\": [\"sulphates\", \"avg_measure\", \"support\"], \"rows\": [{\"sulphates\": \"0.27\", \"avg_measure\": 12.330769230769231, \"support\": 13}, {\"sulphates\": \"0.28\", \"avg_measure\": 11.13076923076923, \"support\": 13}, {\"sulphates\": \"0.29\", \"avg_measure\": 10.775, \"support\": 16}, {\"sulphates\": \"0.3\", \"avg_measure\": 10.756989247311829, \"support\": 31}, {\"sulphates\": \"0.31\", \"avg_measure\": 11.302857142857144, \"support\": 35}, {\"sulphates\": \"0.32\", \"avg_measure\": 11.238888888888889, \"support\": 54}, {\"sulphates\": \"0.33\", \"avg_measure\": 11.335593220338982, \"support\": 59}, {\"sulphates\": \"0.34\", \"avg_measure\": 11.031746031746032, \"support\": 84}, {\"sulphates\": \"0.35\", \"avg_measure\": 10.716470588235294, \"support\": 85}, {\"sulphates\": \"0.36\", \"avg_measure\": 10.624583333333334, \"support\": 120}, {\"sulphates\": \"0.37\", \"avg_measure\": 10.899741602067182, \"support\": 129}, {\"sulphates\": \"0.38\", \"avg_measure\": 10.627102803738318, \"support\": 214}, {\"sulphates\": \"0.39\", \"avg_measure\": 10.604172185430464, \"support\": 151}, {\"sulphates\": \"0.4\", \"avg_measure\": 10.71577380952381, \"support\": 168}, {\"sulphates\": \"0.41\", \"avg_measure\": 10.431654676258994, \"support\": 139}, {\"sulphates\": \"0.42\", \"avg_measure\": 10.566666666666666, \"support\": 181}, {\"sulphates\": \"0.43\", \"avg_measure\": 10.406832298136646, \"support\": 161}, {\"sulphates\": \"0.44\", \"avg_measure\": 10.34337962962963, \"support\": 216}, {\"sulphates\": \"0.45\", \"avg_measure\": 10.21629213483146, \"support\": 178}, {\"sulphates\": \"0.46\", \"avg_measure\": 10.140296296296295, \"support\": 225}, {\"sulphates\": \"0.47\", \"avg_measure\": 10.319767441860465, \"support\": 172}, {\"sulphates\": \"0.48\", \"avg_measure\": 10.243482309124767, \"support\": 179}, {\"sulphates\": \"0.49\", \"avg_measure\": 10.227409638554217, \"support\": 166}, {\"sulphates\": \"0.5\", \"avg_measure\": 10.078246318607766, \"support\": 249}, {\"sulphates\": \"0.51\", \"avg_measure\": 10.171904761904761, \"support\": 140}, {\"sulphates\": \"0.52\", \"avg_measure\": 10.350641025641027, \"support\": 156}, {\"sulphates\": \"0.53\", \"avg_measure\": 10.42725925925926, \"support\": 135}, {\"sulphates\": \"0.54\", \"avg_measure\": 10.353293413173652, \"support\": 167}, {\"sulphates\": \"0.55\", \"avg_measure\": 10.551470588235293, \"support\": 102}, {\"sulphates\": \"0.56\", \"avg_measure\": 10.54567901234568, \"support\": 108}, {\"sulphates\": \"0.57\", \"avg_measure\": 10.448995983935744, \"support\": 83}, {\"sulphates\": \"0.58\", \"avg_measure\": 10.590404040404039, \"support\": 99}, {\"sulphates\": \"0.59\", \"avg_measure\": 10.815120274914092, \"support\": 97}, {\"sulphates\": \"0.6\", \"avg_measure\": 10.68409090909091, \"support\": 88}, {\"sulphates\": \"0.61\", \"avg_measure\": 10.164444444444445, \"support\": 45}, {\"sulphates\": \"0.62\", \"avg_measure\": 10.579901960784312, \"support\": 68}, {\"sulphates\": \"0.63\", \"avg_measure\": 10.697916666666666, \"support\": 48}, {\"sulphates\": \"0.64\", \"avg_measure\": 10.693781094527363, \"support\": 67}, {\"sulphates\": \"0.65\", \"avg_measure\": 11.221428571428572, \"support\": 28}, {\"sulphates\": \"0.66\", \"avg_measure\": 10.725000000000001, \"support\": 36}, {\"sulphates\": \"0.67\", \"avg_measure\": 10.237142857142857, \"support\": 35}, {\"sulphates\": \"0.68\", \"avg_measure\": 10.504545454545454, \"support\": 44}, {\"sulphates\": \"0.69\", \"avg_measure\": 10.403333333333334, \"support\": 30}, {\"sulphates\": \"0.7\", \"avg_measure\": 11.0, \"support\": 27}, {\"sulphates\": \"0.71\", \"avg_measure\": 11.094444444444443, \"support\": 18}, {\"sulphates\": \"0.72\", \"avg_measure\": 10.743939393939394, \"support\": 33}, {\"sulphates\": \"0.73\", \"avg_measure\": 11.466666666666667, \"support\": 12}, {\"sulphates\": \"0.74\", \"avg_measure\": 10.878947368421052, \"support\": 19}, {\"sulphates\": \"0.75\", \"avg_measure\": 10.145454545454546, \"support\": 22}, {\"sulphates\": \"0.76\", \"avg_measure\": 10.20350877192982, \"support\": 19}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.21}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f8188d352321bb4ef651b620cd6f16222468b62a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:19:26.426693+00:00", + "ended_at": "2026-05-04T09:19:38.928382+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_bdc4eb8fce46f803", + "problem_id": "v2p_n3_75f1a4d08ba8bbae", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=alcohol.", + "bindings": { + "group_col": "sulphates", + "measure_col": "alcohol", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_bdc4eb8fce46f803.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_bdc4eb8fce46f803", + "api_calls": 0, + "input_tokens": 22337, + "cached_input_tokens": 21888, + "output_tokens": 201, + "total_tokens": 22538, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2248, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2369, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12465.6, + "sql_execution_elapsed_ms_total": 4.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_bdc4eb8fce46f803\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04fe0c172babb295658a47647df54ab8db3874c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:19:38.916221+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12465.6, "started_at": "2026-05-04T09:19:26.430138+00:00", "ended_at": "2026-05-04T09:19:38.895354+00:00", "prompt_metrics": {"chars": 7814, "bytes_utf8": 7814, "lines": 240, "estimated_tokens": 2248}, "response_metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22337, "cached_input_tokens": 21888, "output_tokens": 201}, "stderr_preview": "2026-05-04T09:19:26.608140Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:19:28.916628Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"sulphates\\\";\",\"notes\":\"Used the planned Support-Guarded Group Average template with group_col=\\\"sulphates\\\" and measure_col=\\\"alcohol\\\". Cast \\\"alcohol\\\" to REAL because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a4559127289ada094e193b24d60c849c8488aa57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bdc4eb8fce46f803/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_bdc4eb8fce46f803", + "api_calls": 0, + "input_tokens": 22337, + "cached_input_tokens": 21888, + "output_tokens": 201, + "total_tokens": 22538, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2248, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2369, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12465.6, + "sql_execution_elapsed_ms_total": 4.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_bdc4eb8fce46f803\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf7a9d306b7dd56a17fc610a0fe2f66cbfaff489 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8188, "bytes_utf8": 8188, "lines": 245, "estimated_tokens": 2314}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1864, "bytes_utf8": 1864, "lines": 1, "estimated_tokens": 543}, "usage": {"input_tokens": 22405, "cached_input_tokens": 20864, "output_tokens": 1261}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..184528682cabd5fc7c6f55062997e1cf3d9f150a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_bfc93360fb10d180", + "api_calls": 0, + "input_tokens": 22405, + "cached_input_tokens": 20864, + "output_tokens": 1261, + "total_tokens": 23666, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2314, + "estimated_output_tokens": 543, + "estimated_total_tokens": 2857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32324.63, + "sql_execution_elapsed_ms_total": 9.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_bfc93360fb10d180\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..17343a4e52b5573b820c9086c1078e75d1bcee40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:07:24.295585+00:00", + "ended_at": "2026-05-04T09:07:56.619999+00:00", + "elapsed_ms": 32324.63, + "prompt_metrics": { + "chars": 8188, + "bytes_utf8": 8188, + "lines": 245, + "estimated_tokens": 2314 + }, + "stdout_metrics": { + "chars": 2260, + "bytes_utf8": 2260, + "lines": 4, + "estimated_tokens": 705 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13188 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1864, + "bytes_utf8": 1864, + "lines": 1, + "estimated_tokens": 543 + }, + "usage": { + "input_tokens": 22405, + "cached_input_tokens": 20864, + "output_tokens": 1261 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3589da4624391ad07b0406e36fc1eeaed65f53b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,245 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=residual sugar, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "residual sugar", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a43d5f02aa497348f1f7576ecb463cfd4b54ffbe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23e-0679-7ef2-905c-09209772d75c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH filtered AS (\\n SELECT\\n \\\"fixed acidity\\\" AS group_col,\\n CAST(\\\"residual sugar\\\" AS REAL) AS measure\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '5'\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"residual sugar\\\" IS NOT NULL\\n),\\nranked AS (\\n SELECT\\n group_col,\\n measure,\\n ROW_NUMBER() OVER (PARTITION BY group_col ORDER BY measure) AS rn,\\n COUNT(*) OVER (PARTITION BY group_col) AS cnt\\n FROM filtered\\n),\\npositions AS (\\n SELECT DISTINCT\\n group_col,\\n cnt,\\n 1.0 + (0.9 * (cnt - 1)) AS pos\\n FROM ranked\\n WHERE cnt >= 5\\n),\\nbounds AS (\\n SELECT\\n group_col,\\n cnt,\\n pos,\\n CAST(pos AS INT) AS lower_rn,\\n CASE\\n WHEN ABS(pos - CAST(pos AS INT)) < 1e-12 THEN CAST(pos AS INT)\\n ELSE CAST(pos AS INT) + 1\\n END AS upper_rn\\n FROM positions\\n),\\npicked AS (\\n SELECT\\n b.group_col,\\n b.pos,\\n b.lower_rn,\\n b.upper_rn,\\n MAX(CASE WHEN r.rn = b.lower_rn THEN r.measure END) AS lower_measure,\\n MAX(CASE WHEN r.rn = b.upper_rn THEN r.measure END) AS upper_measure\\n FROM bounds b\\n JOIN ranked r\\n ON r.group_col = b.group_col\\n GROUP BY b.group_col, b.pos, b.lower_rn, b.upper_rn\\n)\\nSELECT\\n group_col AS \\\"fixed acidity\\\",\\n CASE\\n WHEN lower_rn = upper_rn THEN lower_measure\\n ELSE lower_measure + ((pos - lower_rn) * (upper_measure - lower_measure))\\n END AS conditional_percentile\\nFROM picked\\nORDER BY conditional_percentile DESC\\nLIMIT 16;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions and linear interpolation to compute the 0.9 conditional percentile of \\\"residual sugar\\\" within each \\\"fixed acidity\\\" group for rows where \\\"quality\\\" = '5'. Numeric TEXT fields are cast to REAL, and groups are filtered to cnt >= 5 using the provided min_group_size.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22405,"cached_input_tokens":20864,"output_tokens":1261}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97597aa3b3d3aa2e52e7d6bf4d91fcf023096ac8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH filtered AS (\n SELECT\n \"fixed acidity\" AS group_col,\n CAST(\"residual sugar\" AS REAL) AS measure\n FROM \"n3\"\n WHERE \"quality\" = '5'\n AND \"fixed acidity\" IS NOT NULL\n AND \"residual sugar\" IS NOT NULL\n),\nranked AS (\n SELECT\n group_col,\n measure,\n ROW_NUMBER() OVER (PARTITION BY group_col ORDER BY measure) AS rn,\n COUNT(*) OVER (PARTITION BY group_col) AS cnt\n FROM filtered\n),\npositions AS (\n SELECT DISTINCT\n group_col,\n cnt,\n 1.0 + (0.9 * (cnt - 1)) AS pos\n FROM ranked\n WHERE cnt >= 5\n),\nbounds AS (\n SELECT\n group_col,\n cnt,\n pos,\n CAST(pos AS INT) AS lower_rn,\n CASE\n WHEN ABS(pos - CAST(pos AS INT)) < 1e-12 THEN CAST(pos AS INT)\n ELSE CAST(pos AS INT) + 1\n END AS upper_rn\n FROM positions\n),\npicked AS (\n SELECT\n b.group_col,\n b.pos,\n b.lower_rn,\n b.upper_rn,\n MAX(CASE WHEN r.rn = b.lower_rn THEN r.measure END) AS lower_measure,\n MAX(CASE WHEN r.rn = b.upper_rn THEN r.measure END) AS upper_measure\n FROM bounds b\n JOIN ranked r\n ON r.group_col = b.group_col\n GROUP BY b.group_col, b.pos, b.lower_rn, b.upper_rn\n)\nSELECT\n group_col AS \"fixed acidity\",\n CASE\n WHEN lower_rn = upper_rn THEN lower_measure\n ELSE lower_measure + ((pos - lower_rn) * (upper_measure - lower_measure))\n END AS conditional_percentile\nFROM picked\nORDER BY conditional_percentile DESC\nLIMIT 16;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions and linear interpolation to compute the 0.9 conditional percentile of \"residual sugar\" within each \"fixed acidity\" group for rows where \"quality\" = '5'. Numeric TEXT fields are cast to REAL, and groups are filtered to cnt >= 5 using the provided min_group_size."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f8170b0f580b9d3f4471de61a365e15640fbe7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:07:24.464968Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:07:26.780178Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:07:55.656951Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..633db60b499aa645ee02ada318c19608bba52420 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=residual sugar, condition_col=quality. +Result preview: [{"fixed acidity": "6.8", "conditional_percentile": 18.1}, {"fixed acidity": "5.7", "conditional_percentile": 17.8}, {"fixed acidity": "7.5", "conditional_percentile": 17.7}, {"fixed acidity": "8.4", "conditional_percentile": 17.285000000000004}, {"fixed acidity": "8", "conditional_percentile": 17.2}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a0e4c3c676db203103a3aac7835c27f0750d0fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/generated_sql.sql @@ -0,0 +1,72 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_bfc93360fb10d180 +-- problem_id: v2p_n3_d02afc4c8269cc9d +-- realization_mode: agent +-- source_kind: agent +WITH filtered AS ( + SELECT + "fixed acidity" AS group_col, + CAST("residual sugar" AS REAL) AS measure + FROM "n3" + WHERE "quality" = '5' + AND "fixed acidity" IS NOT NULL + AND "residual sugar" IS NOT NULL +), +ranked AS ( + SELECT + group_col, + measure, + ROW_NUMBER() OVER (PARTITION BY group_col ORDER BY measure) AS rn, + COUNT(*) OVER (PARTITION BY group_col) AS cnt + FROM filtered +), +positions AS ( + SELECT DISTINCT + group_col, + cnt, + 1.0 + (0.9 * (cnt - 1)) AS pos + FROM ranked + WHERE cnt >= 5 +), +bounds AS ( + SELECT + group_col, + cnt, + pos, + CAST(pos AS INT) AS lower_rn, + CASE + WHEN ABS(pos - CAST(pos AS INT)) < 1e-12 THEN CAST(pos AS INT) + ELSE CAST(pos AS INT) + 1 + END AS upper_rn + FROM positions +), +picked AS ( + SELECT + b.group_col, + b.pos, + b.lower_rn, + b.upper_rn, + MAX(CASE WHEN r.rn = b.lower_rn THEN r.measure END) AS lower_measure, + MAX(CASE WHEN r.rn = b.upper_rn THEN r.measure END) AS upper_measure + FROM bounds b + JOIN ranked r + ON r.group_col = b.group_col + GROUP BY b.group_col, b.pos, b.lower_rn, b.upper_rn +) +SELECT + group_col AS "fixed acidity", + CASE + WHEN lower_rn = upper_rn THEN lower_measure + ELSE lower_measure + ((pos - lower_rn) * (upper_measure - lower_measure)) + END AS conditional_percentile +FROM picked +ORDER BY conditional_percentile DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4358b4d5f49f6aab3019585e2d9886ed85ec353a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH filtered AS (\n SELECT\n \"fixed acidity\" AS group_col,\n CAST(\"residual sugar\" AS REAL) AS measure\n FROM \"n3\"\n WHERE \"quality\" = '5'\n AND \"fixed acidity\" IS NOT NULL\n AND \"residual sugar\" IS NOT NULL\n),\nranked AS (\n SELECT\n group_col,\n measure,\n ROW_NUMBER() OVER (PARTITION BY group_col ORDER BY measure) AS rn,\n COUNT(*) OVER (PARTITION BY group_col) AS cnt\n FROM filtered\n),\npositions AS (\n SELECT DISTINCT\n group_col,\n cnt,\n 1.0 + (0.9 * (cnt - 1)) AS pos\n FROM ranked\n WHERE cnt >= 5\n),\nbounds AS (\n SELECT\n group_col,\n cnt,\n pos,\n CAST(pos AS INT) AS lower_rn,\n CASE\n WHEN ABS(pos - CAST(pos AS INT)) < 1e-12 THEN CAST(pos AS INT)\n ELSE CAST(pos AS INT) + 1\n END AS upper_rn\n FROM positions\n),\npicked AS (\n SELECT\n b.group_col,\n b.pos,\n b.lower_rn,\n b.upper_rn,\n MAX(CASE WHEN r.rn = b.lower_rn THEN r.measure END) AS lower_measure,\n MAX(CASE WHEN r.rn = b.upper_rn THEN r.measure END) AS upper_measure\n FROM bounds b\n JOIN ranked r\n ON r.group_col = b.group_col\n GROUP BY b.group_col, b.pos, b.lower_rn, b.upper_rn\n)\nSELECT\n group_col AS \"fixed acidity\",\n CASE\n WHEN lower_rn = upper_rn THEN lower_measure\n ELSE lower_measure + ((pos - lower_rn) * (upper_measure - lower_measure))\n END AS conditional_percentile\nFROM picked\nORDER BY conditional_percentile DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH filtered AS (\\n SELECT\\n \\\"fixed acidity\\\" AS group_col,\\n CAST(\\\"residual sugar\\\" AS REAL) AS measure\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '5'\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"residual sugar\\\" IS NOT NULL\\n),\\nranked AS (\\n SELECT\\n group_col,\\n measure,\\n ROW_NUMBER() OVER (PARTITION BY group_col ORDER BY measure) AS rn,\\n COUNT(*) OVER (PARTITION BY group_col) AS cnt\\n FROM filtered\\n),\\npositions AS (\\n SELECT DISTINCT\\n group_col,\\n cnt,\\n 1.0 + (0.9 * (cnt - 1)) AS pos\\n FROM ranked\\n WHERE cnt >= 5\\n),\\nbounds AS (\\n SELECT\\n group_col,\\n cnt,\\n pos,\\n CAST(pos AS INT) AS lower_rn,\\n CASE\\n WHEN ABS(pos - CAST(pos AS INT)) < 1e-12 THEN CAST(pos AS INT)\\n ELSE CAST(pos AS INT) + 1\\n END AS upper_rn\\n FROM positions\\n),\\npicked AS (\\n SELECT\\n b.group_col,\\n b.pos,\\n b.lower_rn,\\n b.upper_rn,\\n MAX(CASE WHEN r.rn = b.lower_rn THEN r.measure END) AS lower_measure,\\n MAX(CASE WHEN r.rn = b.upper_rn THEN r.measure END) AS upper_measure\\n FROM bounds b\\n JOIN ranked r\\n ON r.group_col = b.group_col\\n GROUP BY b.group_col, b.pos, b.lower_rn, b.upper_rn\\n)\\nSELECT\\n group_col AS \\\"fixed acidity\\\",\\n CASE\\n WHEN lower_rn = upper_rn THEN lower_measure\\n ELSE lower_measure + ((pos - lower_rn) * (upper_measure - lower_measure))\\n END AS conditional_percentile\\nFROM picked\\nORDER BY conditional_percentile DESC\\nLIMIT 16;\", \"columns\": [\"fixed acidity\", \"conditional_percentile\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"conditional_percentile\": 18.1}, {\"fixed acidity\": \"5.7\", \"conditional_percentile\": 17.8}, {\"fixed acidity\": \"7.5\", \"conditional_percentile\": 17.7}, {\"fixed acidity\": \"8.4\", \"conditional_percentile\": 17.285000000000004}, {\"fixed acidity\": \"8\", \"conditional_percentile\": 17.2}, {\"fixed acidity\": \"8.5\", \"conditional_percentile\": 16.79}, {\"fixed acidity\": \"6.5\", \"conditional_percentile\": 16.55}, {\"fixed acidity\": \"6.1\", \"conditional_percentile\": 16.175}, {\"fixed acidity\": \"8.7\", \"conditional_percentile\": 16.075}, {\"fixed acidity\": \"7.4\", \"conditional_percentile\": 15.6}, {\"fixed acidity\": \"6.6\", \"conditional_percentile\": 15.4}, {\"fixed acidity\": \"6.9\", \"conditional_percentile\": 15.4}, {\"fixed acidity\": \"7.7\", \"conditional_percentile\": 15.3}, {\"fixed acidity\": \"7.2\", \"conditional_percentile\": 15.299999999999994}, {\"fixed acidity\": \"6.7\", \"conditional_percentile\": 15.18}, {\"fixed acidity\": \"8.3\", \"conditional_percentile\": 15.0}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.71}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..50371ef11082dcce06de63167915ff3e245455a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:07:24.292858+00:00", + "ended_at": "2026-05-04T09:07:56.661156+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_bfc93360fb10d180", + "problem_id": "v2p_n3_d02afc4c8269cc9d", + "dataset_id": "n3", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=residual sugar, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "residual sugar", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_bfc93360fb10d180.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_bfc93360fb10d180", + "api_calls": 0, + "input_tokens": 22405, + "cached_input_tokens": 20864, + "output_tokens": 1261, + "total_tokens": 23666, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2314, + "estimated_output_tokens": 543, + "estimated_total_tokens": 2857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32324.63, + "sql_execution_elapsed_ms_total": 9.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_bfc93360fb10d180\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a57c4b7c3bbe444ac1b582118e881e6119c451e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:07:56.643620+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 32324.63, "started_at": "2026-05-04T09:07:24.295585+00:00", "ended_at": "2026-05-04T09:07:56.619999+00:00", "prompt_metrics": {"chars": 8188, "bytes_utf8": 8188, "lines": 245, "estimated_tokens": 2314}, "response_metrics": {"chars": 1864, "bytes_utf8": 1864, "lines": 1, "estimated_tokens": 543}, "usage": {"input_tokens": 22405, "cached_input_tokens": 20864, "output_tokens": 1261}, "stderr_preview": "2026-05-04T09:07:24.464968Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:07:26.780178Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\n),\\nbounds AS (\\n SELECT\\n group_col,\\n cnt,\\n pos,\\n CAST(pos AS INT) AS lower_rn,\\n CASE\\n WHEN ABS(pos - CAST(pos AS INT)) < 1e-12 THEN CAST(pos AS INT)\\n ELSE CAST(pos AS INT) + 1\\n END AS upper_rn\\n FROM positions\\n),\\npicked AS (\\n SELECT\\n b.group_col,\\n b.pos,\\n b.lower_rn,\\n b.upper_rn,\\n MAX(CASE WHEN r.rn = b.lower_r"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..59d1dbaa32e4fbe680c56f1dd4564e4878f205fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_bfc93360fb10d180/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_bfc93360fb10d180", + "api_calls": 0, + "input_tokens": 22405, + "cached_input_tokens": 20864, + "output_tokens": 1261, + "total_tokens": 23666, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2314, + "estimated_output_tokens": 543, + "estimated_total_tokens": 2857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32324.63, + "sql_execution_elapsed_ms_total": 9.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_bfc93360fb10d180\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2cdac0b1f88efe453918dfc0339d4ebae3be27e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7800, "bytes_utf8": 7800, "lines": 240, "estimated_tokens": 2241}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 433, "bytes_utf8": 433, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22330, "cached_input_tokens": 20864, "output_tokens": 231}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..063ff7d78a02f2d77d6b0a3c41447bcbd0aa7f85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c09e9571fa5d0f50", + "api_calls": 0, + "input_tokens": 22330, + "cached_input_tokens": 20864, + "output_tokens": 231, + "total_tokens": 22561, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2241, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2356, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12582.53, + "sql_execution_elapsed_ms_total": 3.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_c09e9571fa5d0f50\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f943ef27ea4f0039b11058cf11557a5078a46ec0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:18:25.350606+00:00", + "ended_at": "2026-05-04T09:18:37.932777+00:00", + "elapsed_ms": 12582.53, + "prompt_metrics": { + "chars": 7800, + "bytes_utf8": 7800, + "lines": 240, + "estimated_tokens": 2241 + }, + "stdout_metrics": { + "chars": 766, + "bytes_utf8": 766, + "lines": 4, + "estimated_tokens": 230 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13264 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 433, + "bytes_utf8": 433, + "lines": 1, + "estimated_tokens": 115 + }, + "usage": { + "input_tokens": 22330, + "cached_input_tokens": 20864, + "output_tokens": 231 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b89abd023e6f21da83b24bbbe0356ddb43009939 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=pH.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "quality", + "measure_col": "pH", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4daadecec6add224ab021b39f8f48baadabc39a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df248-1d1d-7fc3-a14f-4cf5655b9d66"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"pH\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"quality\\\" AS REAL);\",\"notes\":\"Applied the Support-Guarded Group Average template with group_col=\\\"quality\\\" and measure_col=\\\"pH\\\". CAST(\\\"pH\\\" AS REAL) ensures SQLite computes a numeric average from TEXT-typed values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22330,"cached_input_tokens":20864,"output_tokens":231}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b8d9302ca283718222229c175c698029ad7ffde --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"quality\", AVG(CAST(\"pH\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"quality\" AS REAL);","notes":"Applied the Support-Guarded Group Average template with group_col=\"quality\" and measure_col=\"pH\". CAST(\"pH\" AS REAL) ensures SQLite computes a numeric average from TEXT-typed values."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b57f69c60aa1942235bb489b93f43830527945ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:18:25.614429Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:18:28.165089Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:18:37.259761Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb0c5d6d16f4557908cc714a788f56803f98133a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=pH. +Result preview: [{"quality": "3", "avg_measure": 3.1875, "support": 20}, {"quality": "4", "avg_measure": 3.1828834355828217, "support": 163}, {"quality": "5", "avg_measure": 3.1688332189430333, "support": 1457}, {"quality": "6", "avg_measure": 3.1885987261146496, "support": 2198}, {"quality": "7", "avg_measure": 3.213897727272727, "support": 880}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..461bc473145cfd25e8a5e420bed33509164d1b48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_c09e9571fa5d0f50 +-- problem_id: v2p_n3_0c3c47192311fe6e +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("pH" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY CAST("quality" AS REAL); diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f508dd786e39c0a58709cc0a044fbce0600a4203 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"quality\", AVG(CAST(\"pH\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"quality\" AS REAL);", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"pH\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"quality\\\" AS REAL);\", \"columns\": [\"quality\", \"avg_measure\", \"support\"], \"rows\": [{\"quality\": \"3\", \"avg_measure\": 3.1875, \"support\": 20}, {\"quality\": \"4\", \"avg_measure\": 3.1828834355828217, \"support\": 163}, {\"quality\": \"5\", \"avg_measure\": 3.1688332189430333, \"support\": 1457}, {\"quality\": \"6\", \"avg_measure\": 3.1885987261146496, \"support\": 2198}, {\"quality\": \"7\", \"avg_measure\": 3.213897727272727, \"support\": 880}, {\"quality\": \"8\", \"avg_measure\": 3.2186857142857144, \"support\": 175}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.84}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..59e2f6a1d8c77e1a4f81a873b4c88bd56721c576 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:18:25.345919+00:00", + "ended_at": "2026-05-04T09:18:37.962950+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c09e9571fa5d0f50", + "problem_id": "v2p_n3_0c3c47192311fe6e", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=pH.", + "bindings": { + "group_col": "quality", + "measure_col": "pH", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_c09e9571fa5d0f50.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c09e9571fa5d0f50", + "api_calls": 0, + "input_tokens": 22330, + "cached_input_tokens": 20864, + "output_tokens": 231, + "total_tokens": 22561, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2241, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2356, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12582.53, + "sql_execution_elapsed_ms_total": 3.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_c09e9571fa5d0f50\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb7e9ae3b1503b8844393d6b903cd38844de383b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:18:37.949553+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12582.53, "started_at": "2026-05-04T09:18:25.350606+00:00", "ended_at": "2026-05-04T09:18:37.932777+00:00", "prompt_metrics": {"chars": 7800, "bytes_utf8": 7800, "lines": 240, "estimated_tokens": 2241}, "response_metrics": {"chars": 433, "bytes_utf8": 433, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22330, "cached_input_tokens": 20864, "output_tokens": 231}, "stderr_preview": "2026-05-04T09:18:25.614429Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:18:28.165089Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY CAST(\\\"quality\\\" AS REAL);\",\"notes\":\"Applied the Support-Guarded Group Average template with group_col=\\\"quality\\\" and measure_col=\\\"pH\\\". CAST(\\\"pH\\\" AS REAL) ensures SQLite computes a numeric average from TEXT-typed values.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..15f3f6058ee56e1a05047c4ed44386ee73c1c717 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c09e9571fa5d0f50/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c09e9571fa5d0f50", + "api_calls": 0, + "input_tokens": 22330, + "cached_input_tokens": 20864, + "output_tokens": 231, + "total_tokens": 22561, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2241, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2356, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12582.53, + "sql_execution_elapsed_ms_total": 3.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_c09e9571fa5d0f50\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c14869da3677e385/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c14869da3677e385/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b26c0532649e943786f21a5fda96078669df848c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c14869da3677e385/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"residual sugar": "1.2", "support": 187, "avg_response": 0.2539572192513369}, {"residual sugar": "1.4", "support": 184, "avg_response": 0.26364130434782607}, {"residual sugar": "1.6", "support": 165, "avg_response": 0.2576969696969697}, {"residual sugar": "1.3", "support": 147, "avg_response": 0.25227891156462584}, {"residual sugar": "1.1", "support": 146, "avg_response": 0.24808219178082191}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c14869da3677e385/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c14869da3677e385/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0285ee0ec5dd9e4ffe3b1d84471ee9a3b5947ade --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c14869da3677e385/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_c14869da3677e385 +-- problem_id: v2p_n3_1b174cff9f90598d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "residual sugar", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "residual sugar" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c14869da3677e385/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c14869da3677e385/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94ec805f41481c2c500f92f8dbc52815110a3591 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c14869da3677e385/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_c14869da3677e385\n-- problem_id: v2p_n3_1b174cff9f90598d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"residual sugar\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"residual sugar\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_c14869da3677e385\\n-- problem_id: v2p_n3_1b174cff9f90598d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"residual sugar\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"residual sugar\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"residual sugar\", \"support\", \"avg_response\"], \"rows\": [{\"residual sugar\": \"1.2\", \"support\": 187, \"avg_response\": 0.2539572192513369}, {\"residual sugar\": \"1.4\", \"support\": 184, \"avg_response\": 0.26364130434782607}, {\"residual sugar\": \"1.6\", \"support\": 165, \"avg_response\": 0.2576969696969697}, {\"residual sugar\": \"1.3\", \"support\": 147, \"avg_response\": 0.25227891156462584}, {\"residual sugar\": \"1.1\", \"support\": 146, \"avg_response\": 0.24808219178082191}, {\"residual sugar\": \"1.5\", \"support\": 142, \"avg_response\": 0.25503521126760564}, {\"residual sugar\": \"1.7\", \"support\": 99, \"avg_response\": 0.26601010101010103}, {\"residual sugar\": \"1.8\", \"support\": 99, \"avg_response\": 0.25257575757575756}, {\"residual sugar\": \"1\", \"support\": 93, \"avg_response\": 0.25016129032258067}, {\"residual sugar\": \"2\", \"support\": 79, \"avg_response\": 0.27284810126582276}, {\"residual sugar\": \"1.9\", \"support\": 59, \"avg_response\": 0.27364406779661016}, {\"residual sugar\": \"2.2\", \"support\": 56, \"avg_response\": 0.27464285714285713}, {\"residual sugar\": \"2.1\", \"support\": 51, \"avg_response\": 0.27725490196078434}, {\"residual sugar\": \"5\", \"support\": 43, \"avg_response\": 0.3131395348837209}, {\"residual sugar\": \"2.3\", \"support\": 42, \"avg_response\": 0.2445238095238095}, {\"residual sugar\": \"2.4\", \"support\": 41, \"avg_response\": 0.2863414634146342}, {\"residual sugar\": \"7.8\", \"support\": 41, \"avg_response\": 0.2798780487804878}, {\"residual sugar\": \"2.5\", \"support\": 40, \"avg_response\": 0.29175}, {\"residual sugar\": \"7.4\", \"support\": 40, \"avg_response\": 0.270375}, {\"residual sugar\": \"4.6\", \"support\": 40, \"avg_response\": 0.258}, {\"residual sugar\": \"6.3\", \"support\": 39, \"avg_response\": 0.28717948717948716}, {\"residual sugar\": \"0.9\", \"support\": 39, \"avg_response\": 0.2653846153846154}, {\"residual sugar\": \"2.7\", \"support\": 38, \"avg_response\": 0.3232894736842105}, {\"residual sugar\": \"4.8\", \"support\": 38, \"avg_response\": 0.2910526315789474}, {\"residual sugar\": \"2.8\", \"support\": 36, \"avg_response\": 0.31125}, {\"residual sugar\": \"8.2\", \"support\": 36, \"avg_response\": 0.2897222222222222}, {\"residual sugar\": \"7.1\", \"support\": 36, \"avg_response\": 0.28111111111111114}, {\"residual sugar\": \"11.8\", \"support\": 35, \"avg_response\": 0.29714285714285715}, {\"residual sugar\": \"4.9\", \"support\": 35, \"avg_response\": 0.27885714285714286}, {\"residual sugar\": \"7.7\", \"support\": 34, \"avg_response\": 0.30455882352941177}, {\"residual sugar\": \"8.1\", \"support\": 34, \"avg_response\": 0.27794117647058825}, {\"residual sugar\": \"6.4\", \"support\": 34, \"avg_response\": 0.2701470588235294}, {\"residual sugar\": \"4.5\", \"support\": 33, \"avg_response\": 0.3003030303030303}, {\"residual sugar\": \"2.6\", \"support\": 33, \"avg_response\": 0.2692424242424242}, {\"residual sugar\": \"8\", \"support\": 32, \"avg_response\": 0.2721875}, {\"residual sugar\": \"7.9\", \"support\": 32, \"avg_response\": 0.2553125}, {\"residual sugar\": \"8.3\", \"support\": 31, \"avg_response\": 0.33483870967741935}, {\"residual sugar\": \"7\", \"support\": 31, \"avg_response\": 0.3229032258064516}, {\"residual sugar\": \"6.2\", \"support\": 31, \"avg_response\": 0.3183870967741936}, {\"residual sugar\": \"3.5\", \"support\": 31, \"avg_response\": 0.30741935483870964}, {\"residual sugar\": \"4.2\", \"support\": 31, \"avg_response\": 0.2795161290322581}, {\"residual sugar\": \"6.6\", \"support\": 30, \"avg_response\": 0.3065}, {\"residual sugar\": \"7.5\", \"support\": 30, \"avg_response\": 0.29433333333333334}, {\"residual sugar\": \"5.7\", \"support\": 30, \"avg_response\": 0.27949999999999997}, {\"residual sugar\": \"7.6\", \"support\": 29, \"avg_response\": 0.3206896551724138}, {\"residual sugar\": \"5.2\", \"support\": 29, \"avg_response\": 0.2963793103448276}, {\"residual sugar\": \"4.7\", \"support\": 29, \"avg_response\": 0.2920689655172414}, {\"residual sugar\": \"7.2\", \"support\": 29, \"avg_response\": 0.2789655172413793}, {\"residual sugar\": \"3.2\", \"support\": 28, \"avg_response\": 0.3269642857142857}, {\"residual sugar\": \"6.8\", \"support\": 28, \"avg_response\": 0.30589285714285713}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.08}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c14869da3677e385/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c14869da3677e385/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b7732495d8b2f09d011023f444199b7e8423f090 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c14869da3677e385/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.170785+00:00", + "ended_at": "2026-05-04T09:37:05.178493+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c14869da3677e385", + "problem_id": "v2p_n3_1b174cff9f90598d", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=volatile acidity, key_col=residual sugar.", + "bindings": { + "key_col": "residual sugar", + "measure_col": "volatile acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_c14869da3677e385.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c14869da3677e385/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c14869da3677e385/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c14869da3677e385/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e52875d5562c69e649266c08dcef27e996a9be1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7675, "bytes_utf8": 7675, "lines": 240, "estimated_tokens": 2198}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 388, "bytes_utf8": 388, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 22289, "cached_input_tokens": 20864, "output_tokens": 137}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4ba6ae47fe56ed3b49ac7e5f600feff1aa049f54 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c1f2d0c1409cce41", + "api_calls": 0, + "input_tokens": 22289, + "cached_input_tokens": 20864, + "output_tokens": 137, + "total_tokens": 22426, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2198, + "estimated_output_tokens": 92, + "estimated_total_tokens": 2290, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10964.88, + "sql_execution_elapsed_ms_total": 5.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_c1f2d0c1409cce41\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1cc60d398afd980392c2e6b349254e88339fe1f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:14:05.343047+00:00", + "ended_at": "2026-05-04T09:14:16.307291+00:00", + "elapsed_ms": 10964.88, + "prompt_metrics": { + "chars": 7675, + "bytes_utf8": 7675, + "lines": 240, + "estimated_tokens": 2198 + }, + "stdout_metrics": { + "chars": 716, + "bytes_utf8": 716, + "lines": 4, + "estimated_tokens": 198 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13174 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 388, + "bytes_utf8": 388, + "lines": 1, + "estimated_tokens": 92 + }, + "usage": { + "input_tokens": 22289, + "cached_input_tokens": 20864, + "output_tokens": 137 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b15054a6ba51a74e4d2160114d73d8e980337901 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=density.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "quality", + "measure_col": "density", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6cd74197be712d6912a00ce23bdd8a2ceb34ba2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df244-2529-7be0-a3e1-89e592a42fb8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"quality\\\", AVG(CAST(\\\"density\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"quality\\\" and measure_col bound to \\\"density\\\". Cast \\\"density\\\" from TEXT to REAL for SQLite-compatible numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22289,"cached_input_tokens":20864,"output_tokens":137}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7253d6fe1e34704b904b2b595f04a646e8ce9f80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"quality\", AVG(CAST(\"density\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"quality\" and measure_col bound to \"density\". Cast \"density\" from TEXT to REAL for SQLite-compatible numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1557cd826d135b31d87b8ed9e67eb4661e00935 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:14:05.550552Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:14:07.967890Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:14:15.348089Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf21cb192fbb9718ab5bff8a809fe0ea4c8b95d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=density. +Result preview: [{"quality": "5", "avg_measure": 0.9952625703500343}, {"quality": "3", "avg_measure": 0.9948840000000001}, {"quality": "4", "avg_measure": 0.9942766871165645}, {"quality": "6", "avg_measure": 0.9939613489535942}, {"quality": "7", "avg_measure": 0.9924523977272728}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2aa929803f3822c85707921edfb4bdfd8b4cd7e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_c1f2d0c1409cce41 +-- problem_id: v2p_n3_d4eba8fbb31baedc +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("density" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "quality" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7cbbf930fea600063348282507ae23d57a5ce36c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"quality\", AVG(CAST(\"density\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"quality\\\", AVG(CAST(\\\"density\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"quality\", \"avg_measure\"], \"rows\": [{\"quality\": \"5\", \"avg_measure\": 0.9952625703500343}, {\"quality\": \"3\", \"avg_measure\": 0.9948840000000001}, {\"quality\": \"4\", \"avg_measure\": 0.9942766871165645}, {\"quality\": \"6\", \"avg_measure\": 0.9939613489535942}, {\"quality\": \"7\", \"avg_measure\": 0.9924523977272728}, {\"quality\": \"8\", \"avg_measure\": 0.9922359428571429}, {\"quality\": \"9\", \"avg_measure\": 0.99146}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.65}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6e17a9e34a65c86a36d3e4b84e927ab096366ad7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:14:05.340071+00:00", + "ended_at": "2026-05-04T09:14:16.354619+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c1f2d0c1409cce41", + "problem_id": "v2p_n3_d4eba8fbb31baedc", + "dataset_id": "n3", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=density.", + "bindings": { + "group_col": "quality", + "measure_col": "density", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_c1f2d0c1409cce41.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c1f2d0c1409cce41", + "api_calls": 0, + "input_tokens": 22289, + "cached_input_tokens": 20864, + "output_tokens": 137, + "total_tokens": 22426, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2198, + "estimated_output_tokens": 92, + "estimated_total_tokens": 2290, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10964.88, + "sql_execution_elapsed_ms_total": 5.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_c1f2d0c1409cce41\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a10953e09116a786f69bf1e2591b7306f66ab81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1f2d0c1409cce41/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:14:16.336683+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10964.88, "started_at": "2026-05-04T09:14:05.343047+00:00", "ended_at": "2026-05-04T09:14:16.307291+00:00", "prompt_metrics": {"chars": 7675, "bytes_utf8": 7675, "lines": 240, "estimated_tokens": 2198}, "response_metrics": {"chars": 388, "bytes_utf8": 388, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 22289, "cached_input_tokens": 20864, "output_tokens": 137}, "stderr_preview": "2026-05-04T09:14:05.550552Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:14:07.967890Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a6165166fb3fa851532c4d26513c7996922a647 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_c1fc716bd06b3684\n-- problem_id: v2p_n3_9f9c9b8a88b6cd6c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"alcohol\",\n COUNT(*) AS support,\n AVG(\"citric acid\") AS avg_response\nFROM \"n3\"\nGROUP BY \"alcohol\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_c1fc716bd06b3684\\n-- problem_id: v2p_n3_9f9c9b8a88b6cd6c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"alcohol\\\",\\n COUNT(*) AS support,\\n AVG(\\\"citric acid\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"alcohol\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"alcohol\", \"support\", \"avg_response\"], \"rows\": [{\"alcohol\": \"9.4\", \"support\": 229, \"avg_response\": 0.33283842794759827}, {\"alcohol\": \"9.5\", \"support\": 228, \"avg_response\": 0.3331140350877193}, {\"alcohol\": \"9.2\", \"support\": 199, \"avg_response\": 0.35331658291457285}, {\"alcohol\": \"9\", \"support\": 185, \"avg_response\": 0.3307027027027027}, {\"alcohol\": \"10\", \"support\": 162, \"avg_response\": 0.3125925925925926}, {\"alcohol\": \"10.5\", \"support\": 160, \"avg_response\": 0.32756250000000003}, {\"alcohol\": \"11\", \"support\": 158, \"avg_response\": 0.32854430379746835}, {\"alcohol\": \"10.4\", \"support\": 153, \"avg_response\": 0.33013071895424834}, {\"alcohol\": \"9.1\", \"support\": 144, \"avg_response\": 0.3514583333333333}, {\"alcohol\": \"9.8\", \"support\": 136, \"avg_response\": 0.3134558823529412}, {\"alcohol\": \"10.8\", \"support\": 135, \"avg_response\": 0.3228888888888889}, {\"alcohol\": \"9.3\", \"support\": 134, \"avg_response\": 0.3597761194029851}, {\"alcohol\": \"10.2\", \"support\": 130, \"avg_response\": 0.32399999999999995}, {\"alcohol\": \"9.6\", \"support\": 128, \"avg_response\": 0.34578125}, {\"alcohol\": \"11.4\", \"support\": 121, \"avg_response\": 0.3294214876033058}, {\"alcohol\": \"10.6\", \"support\": 114, \"avg_response\": 0.3314035087719298}, {\"alcohol\": \"10.1\", \"support\": 114, \"avg_response\": 0.3148245614035088}, {\"alcohol\": \"11.2\", \"support\": 112, \"avg_response\": 0.3216964285714286}, {\"alcohol\": \"9.9\", \"support\": 109, \"avg_response\": 0.30752293577981654}, {\"alcohol\": \"8.8\", \"support\": 107, \"avg_response\": 0.3522429906542056}, {\"alcohol\": \"9.7\", \"support\": 105, \"avg_response\": 0.3244761904761905}, {\"alcohol\": \"12\", \"support\": 102, \"avg_response\": 0.3601960784313726}, {\"alcohol\": \"11.3\", \"support\": 101, \"avg_response\": 0.3298019801980198}, {\"alcohol\": \"10.7\", \"support\": 96, \"avg_response\": 0.31885416666666666}, {\"alcohol\": \"8.9\", \"support\": 95, \"avg_response\": 0.36526315789473685}, {\"alcohol\": \"11.5\", \"support\": 88, \"avg_response\": 0.3336363636363636}, {\"alcohol\": \"10.9\", \"support\": 88, \"avg_response\": 0.33079545454545456}, {\"alcohol\": \"12.2\", \"support\": 86, \"avg_response\": 0.35732558139534887}, {\"alcohol\": \"10.3\", \"support\": 85, \"avg_response\": 0.3455294117647059}, {\"alcohol\": \"11.1\", \"support\": 83, \"avg_response\": 0.33542168674698797}, {\"alcohol\": \"12.5\", \"support\": 83, \"avg_response\": 0.3263855421686747}, {\"alcohol\": \"8.7\", \"support\": 78, \"avg_response\": 0.45782051282051284}, {\"alcohol\": \"12.4\", \"support\": 68, \"avg_response\": 0.3235294117647059}, {\"alcohol\": \"12.6\", \"support\": 63, \"avg_response\": 0.3038095238095238}, {\"alcohol\": \"12.3\", \"support\": 62, \"avg_response\": 0.33}, {\"alcohol\": \"11.8\", \"support\": 60, \"avg_response\": 0.33166666666666667}, {\"alcohol\": \"11.7\", \"support\": 58, \"avg_response\": 0.3510344827586207}, {\"alcohol\": \"12.7\", \"support\": 56, \"avg_response\": 0.3378571428571429}, {\"alcohol\": \"12.8\", \"support\": 54, \"avg_response\": 0.3459259259259259}, {\"alcohol\": \"11.9\", \"support\": 53, \"avg_response\": 0.33943396226415096}, {\"alcohol\": \"12.1\", \"support\": 51, \"avg_response\": 0.3258823529411765}, {\"alcohol\": \"11.6\", \"support\": 46, \"avg_response\": 0.3258695652173913}, {\"alcohol\": \"12.9\", \"support\": 39, \"avg_response\": 0.3335897435897436}, {\"alcohol\": \"13\", \"support\": 36, \"avg_response\": 0.3091666666666667}, {\"alcohol\": \"8.6\", \"support\": 23, \"avg_response\": 0.4404347826086956}, {\"alcohol\": \"13.4\", \"support\": 20, \"avg_response\": 0.2985}, {\"alcohol\": \"13.1\", \"support\": 18, \"avg_response\": 0.35111111111111115}, {\"alcohol\": \"13.2\", \"support\": 14, \"avg_response\": 0.26285714285714284}, {\"alcohol\": \"13.5\", \"support\": 12, \"avg_response\": 0.27499999999999997}, {\"alcohol\": \"8.5\", \"support\": 9, \"avg_response\": 0.39888888888888885}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.15}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4ef71db3303fabcbefee305e901c00d5fb504343 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.487396+00:00", + "ended_at": "2026-05-04T09:37:05.495151+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c1fc716bd06b3684", + "problem_id": "v2p_n3_9f9c9b8a88b6cd6c", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=citric acid, key_col=alcohol.", + "bindings": { + "key_col": "alcohol", + "measure_col": "citric acid", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=39", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 39, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_c1fc716bd06b3684.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3de920e470648293f2385a6ae9561ce7bd6a00c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7843, "bytes_utf8": 7843, "lines": 240, "estimated_tokens": 2237}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1057, "bytes_utf8": 1057, "lines": 1, "estimated_tokens": 304}, "usage": {"input_tokens": 22328, "cached_input_tokens": 20864, "output_tokens": 536}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3edc83aa953e80cd8901a76a284a02d1fe064a0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c25e01f088d93190", + "api_calls": 0, + "input_tokens": 22328, + "cached_input_tokens": 20864, + "output_tokens": 536, + "total_tokens": 22864, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2237, + "estimated_output_tokens": 304, + "estimated_total_tokens": 2541, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18154.14, + "sql_execution_elapsed_ms_total": 24.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_c25e01f088d93190\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8bfc2a0e0af3f3a675d178bc0b6f81366fc89ee0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:24:55.343698+00:00", + "ended_at": "2026-05-04T09:25:13.497598+00:00", + "elapsed_ms": 18154.14, + "prompt_metrics": { + "chars": 7843, + "bytes_utf8": 7843, + "lines": 240, + "estimated_tokens": 2237 + }, + "stdout_metrics": { + "chars": 1501, + "bytes_utf8": 1501, + "lines": 4, + "estimated_tokens": 484 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13156 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1057, + "bytes_utf8": 1057, + "lines": 1, + "estimated_tokens": 304 + }, + "usage": { + "input_tokens": 22328, + "cached_input_tokens": 20864, + "output_tokens": 536 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e90c584e787f75a1592b22fc9168f75277d301d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=alcohol.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "alcohol", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a63bfaa31ae908d25dc7d4b027ae8c74287e379c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24e-1046-7ab3-bf0a-83d9dffe4900"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"alcohol\\\" AS REAL) AS \\\"alcohol_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"alcohol\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"quality\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"alcohol\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"alcohol_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_order\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_order\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per \\\"quality\\\" group on CAST(\\\"alcohol\\\" AS REAL), preserving the grouped percentile-point intent.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22328,"cached_input_tokens":20864,"output_tokens":536}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03efa6a0109553fa66378be1a0d6bdb8731f797c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"quality\",\n CAST(\"alcohol\" AS REAL) AS \"alcohol_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"alcohol\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"quality\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"alcohol\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"quality\",\n \"alcohol_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY \"rn\"\n ) AS \"pick_order\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"quality\",\n \"percentile_measure\"\nFROM \"picked\"\nWHERE \"pick_order\" = 1\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per \"quality\" group on CAST(\"alcohol\" AS REAL), preserving the grouped percentile-point intent."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89f6ffa67064be84f87ac5394d60ae8056990885 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:24:55.554986Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:24:57.924679Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:25:12.582618Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..feb8c2752c200a4ba70f557f80a91c53ed145af3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=alcohol. +Result preview: [{"quality": "7", "percentile_measure": 13.2}, {"quality": "8", "percentile_measure": 13.2}, {"quality": "9", "percentile_measure": 12.9}, {"quality": "6", "percentile_measure": 12.6}, {"quality": "3", "percentile_measure": 12.4}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2ac3e6253b714478d2f7037f8a9dbccca53af982 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/generated_sql.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_c25e01f088d93190 +-- problem_id: v2p_n3_d98deb8f7a4fff1c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "quality", + CAST("alcohol" AS REAL) AS "alcohol_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("alcohol" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "quality" + ) AS "cnt" + FROM "n3" + WHERE "quality" IS NOT NULL + AND "alcohol" IS NOT NULL +), +"picked" AS ( + SELECT + "quality", + "alcohol_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY "rn" + ) AS "pick_order" + FROM "ranked" + WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "quality", + "percentile_measure" +FROM "picked" +WHERE "pick_order" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b273a4c281ea9dc81df8a5845d0511e0bedd850d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"quality\",\n CAST(\"alcohol\" AS REAL) AS \"alcohol_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"alcohol\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"quality\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"alcohol\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"quality\",\n \"alcohol_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY \"rn\"\n ) AS \"pick_order\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"quality\",\n \"percentile_measure\"\nFROM \"picked\"\nWHERE \"pick_order\" = 1\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"alcohol\\\" AS REAL) AS \\\"alcohol_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"alcohol\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"quality\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"alcohol\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"alcohol_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_order\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_order\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"quality\", \"percentile_measure\"], \"rows\": [{\"quality\": \"7\", \"percentile_measure\": 13.2}, {\"quality\": \"8\", \"percentile_measure\": 13.2}, {\"quality\": \"9\", \"percentile_measure\": 12.9}, {\"quality\": \"6\", \"percentile_measure\": 12.6}, {\"quality\": \"3\", \"percentile_measure\": 12.4}, {\"quality\": \"4\", \"percentile_measure\": 12.0}, {\"quality\": \"5\", \"percentile_measure\": 11.4}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.42}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e8b820027d81a3515a1a7668cea592cada885c7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:24:55.341260+00:00", + "ended_at": "2026-05-04T09:25:13.570578+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c25e01f088d93190", + "problem_id": "v2p_n3_d98deb8f7a4fff1c", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=alcohol.", + "bindings": { + "group_col": "quality", + "measure_col": "alcohol", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_c25e01f088d93190.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c25e01f088d93190", + "api_calls": 0, + "input_tokens": 22328, + "cached_input_tokens": 20864, + "output_tokens": 536, + "total_tokens": 22864, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2237, + "estimated_output_tokens": 304, + "estimated_total_tokens": 2541, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18154.14, + "sql_execution_elapsed_ms_total": 24.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_c25e01f088d93190\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..312214b0014f5afa3f19638a9ee4602353000e36 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:25:13.535795+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18154.14, "started_at": "2026-05-04T09:24:55.343698+00:00", "ended_at": "2026-05-04T09:25:13.497598+00:00", "prompt_metrics": {"chars": 7843, "bytes_utf8": 7843, "lines": 240, "estimated_tokens": 2237}, "response_metrics": {"chars": 1057, "bytes_utf8": 1057, "lines": 1, "estimated_tokens": 304}, "usage": {"input_tokens": 22328, "cached_input_tokens": 20864, "output_tokens": 536}, "stderr_preview": "2026-05-04T09:24:55.554986Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:24:57.924679Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_order\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per \\\"quality\\\" group on CAST(\\\"alcohol\\\" AS"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f6840f4599c488dccfdacf93614b4b0fc3cf22ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c25e01f088d93190/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c25e01f088d93190", + "api_calls": 0, + "input_tokens": 22328, + "cached_input_tokens": 20864, + "output_tokens": 536, + "total_tokens": 22864, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2237, + "estimated_output_tokens": 304, + "estimated_total_tokens": 2541, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18154.14, + "sql_execution_elapsed_ms_total": 24.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_c25e01f088d93190\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..af89a4984f072b6f8dba3a2b40a45246d0e0a961 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"alcohol": "9.4", "support": 229, "avg_response": 6.758515283842795}, {"alcohol": "9.5", "support": 228, "avg_response": 6.943859649122807}, {"alcohol": "9.2", "support": 199, "avg_response": 6.919597989949748}, {"alcohol": "9", "support": 185, "avg_response": 6.852972972972973}, {"alcohol": "10", "support": 162, "avg_response": 7.0438271604938265}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..262254776f2d601ac501ebfa00dcadb019119ca7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_c2839ce6b770cc74 +-- problem_id: v2p_n3_d72172cf9407f379 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "alcohol", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "alcohol" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4288609520e161e477b4a1fef13d7895ad217291 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_c2839ce6b770cc74\n-- problem_id: v2p_n3_d72172cf9407f379\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"alcohol\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"alcohol\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_c2839ce6b770cc74\\n-- problem_id: v2p_n3_d72172cf9407f379\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"alcohol\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"alcohol\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"alcohol\", \"support\", \"avg_response\"], \"rows\": [{\"alcohol\": \"9.4\", \"support\": 229, \"avg_response\": 6.758515283842795}, {\"alcohol\": \"9.5\", \"support\": 228, \"avg_response\": 6.943859649122807}, {\"alcohol\": \"9.2\", \"support\": 199, \"avg_response\": 6.919597989949748}, {\"alcohol\": \"9\", \"support\": 185, \"avg_response\": 6.852972972972973}, {\"alcohol\": \"10\", \"support\": 162, \"avg_response\": 7.0438271604938265}, {\"alcohol\": \"10.5\", \"support\": 160, \"avg_response\": 6.911875}, {\"alcohol\": \"11\", \"support\": 158, \"avg_response\": 6.779746835443039}, {\"alcohol\": \"10.4\", \"support\": 153, \"avg_response\": 6.909803921568628}, {\"alcohol\": \"9.1\", \"support\": 144, \"avg_response\": 6.963888888888889}, {\"alcohol\": \"9.8\", \"support\": 136, \"avg_response\": 6.914705882352941}, {\"alcohol\": \"10.8\", \"support\": 135, \"avg_response\": 6.882962962962964}, {\"alcohol\": \"9.3\", \"support\": 134, \"avg_response\": 6.895522388059701}, {\"alcohol\": \"10.2\", \"support\": 130, \"avg_response\": 7.0053846153846155}, {\"alcohol\": \"9.6\", \"support\": 128, \"avg_response\": 6.96328125}, {\"alcohol\": \"11.4\", \"support\": 121, \"avg_response\": 6.895041322314049}, {\"alcohol\": \"10.6\", \"support\": 114, \"avg_response\": 7.071052631578947}, {\"alcohol\": \"10.1\", \"support\": 114, \"avg_response\": 6.881578947368421}, {\"alcohol\": \"11.2\", \"support\": 112, \"avg_response\": 6.788392857142857}, {\"alcohol\": \"9.9\", \"support\": 109, \"avg_response\": 6.796330275229358}, {\"alcohol\": \"8.8\", \"support\": 107, \"avg_response\": 6.906542056074766}, {\"alcohol\": \"9.7\", \"support\": 105, \"avg_response\": 7.137142857142857}, {\"alcohol\": \"12\", \"support\": 102, \"avg_response\": 6.8843137254901965}, {\"alcohol\": \"11.3\", \"support\": 101, \"avg_response\": 6.7188118811881195}, {\"alcohol\": \"10.7\", \"support\": 96, \"avg_response\": 6.857291666666666}, {\"alcohol\": \"8.9\", \"support\": 95, \"avg_response\": 6.977894736842105}, {\"alcohol\": \"10.9\", \"support\": 88, \"avg_response\": 6.969318181818181}, {\"alcohol\": \"11.5\", \"support\": 88, \"avg_response\": 6.864772727272728}, {\"alcohol\": \"12.2\", \"support\": 86, \"avg_response\": 6.722093023255814}, {\"alcohol\": \"10.3\", \"support\": 85, \"avg_response\": 7.029411764705882}, {\"alcohol\": \"11.1\", \"support\": 83, \"avg_response\": 6.940361445783132}, {\"alcohol\": \"12.5\", \"support\": 83, \"avg_response\": 6.685542168674698}, {\"alcohol\": \"8.7\", \"support\": 78, \"avg_response\": 7.07948717948718}, {\"alcohol\": \"12.4\", \"support\": 68, \"avg_response\": 6.708823529411765}, {\"alcohol\": \"12.6\", \"support\": 63, \"avg_response\": 6.73015873015873}, {\"alcohol\": \"12.3\", \"support\": 62, \"avg_response\": 6.690322580645161}, {\"alcohol\": \"11.8\", \"support\": 60, \"avg_response\": 6.786666666666666}, {\"alcohol\": \"11.7\", \"support\": 58, \"avg_response\": 6.706896551724138}, {\"alcohol\": \"12.7\", \"support\": 56, \"avg_response\": 6.671428571428572}, {\"alcohol\": \"12.8\", \"support\": 54, \"avg_response\": 6.698148148148148}, {\"alcohol\": \"11.9\", \"support\": 53, \"avg_response\": 6.8830188679245285}, {\"alcohol\": \"12.1\", \"support\": 51, \"avg_response\": 6.776470588235295}, {\"alcohol\": \"11.6\", \"support\": 46, \"avg_response\": 6.78695652173913}, {\"alcohol\": \"12.9\", \"support\": 39, \"avg_response\": 6.564102564102564}, {\"alcohol\": \"13\", \"support\": 36, \"avg_response\": 6.516666666666667}, {\"alcohol\": \"8.6\", \"support\": 23, \"avg_response\": 7.2}, {\"alcohol\": \"13.4\", \"support\": 20, \"avg_response\": 6.42}, {\"alcohol\": \"13.1\", \"support\": 18, \"avg_response\": 6.061111111111111}, {\"alcohol\": \"13.2\", \"support\": 14, \"avg_response\": 6.521428571428571}, {\"alcohol\": \"13.5\", \"support\": 12, \"avg_response\": 6.2250000000000005}, {\"alcohol\": \"8.5\", \"support\": 9, \"avg_response\": 6.966666666666667}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.09}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4fbb2726ea15adbe4dd6e2fbd07ec51e14326fb5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.465894+00:00", + "ended_at": "2026-05-04T09:37:05.474744+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c2839ce6b770cc74", + "problem_id": "v2p_n3_d72172cf9407f379", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=fixed acidity, key_col=alcohol.", + "bindings": { + "key_col": "alcohol", + "measure_col": "fixed acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=37", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 37, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_c2839ce6b770cc74.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..565d24cfb0e4e3cc62a74d491fc29e5ca2d31e15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7967, "bytes_utf8": 7967, "lines": 243, "estimated_tokens": 2299}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22390, "cached_input_tokens": 19840, "output_tokens": 279}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f50f3faa98a60d4c1304af07b53c6295956767f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c2cfd814ab74aa57", + "api_calls": 0, + "input_tokens": 22390, + "cached_input_tokens": 19840, + "output_tokens": 279, + "total_tokens": 22669, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2415, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13606.12, + "sql_execution_elapsed_ms_total": 5.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_c2cfd814ab74aa57\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3a507c4ab8583353f4da9321a6245c08d0feafa8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:03:07.299726+00:00", + "ended_at": "2026-05-04T09:03:20.905728+00:00", + "elapsed_ms": 13606.12, + "prompt_metrics": { + "chars": 7967, + "bytes_utf8": 7967, + "lines": 243, + "estimated_tokens": 2299 + }, + "stdout_metrics": { + "chars": 787, + "bytes_utf8": 787, + "lines": 4, + "estimated_tokens": 236 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13251 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 442, + "bytes_utf8": 442, + "lines": 1, + "estimated_tokens": 116 + }, + "usage": { + "input_tokens": 22390, + "cached_input_tokens": 19840, + "output_tokens": 279 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc2d7760d0345076e23cf9f3a77723b151cdc0ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "3", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f66a19f3ff8ebcdc96ef5358c6280ad5fbfd0d0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23a-1aa4-7052-8c52-0b6bb80c1c94"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '3' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"fixed acidity\\\", group_col_2=\\\"quality\\\", target_col=\\\"quality\\\", target_value='3'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22390,"cached_input_tokens":19840,"output_tokens":279}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80a71e9ea17c14e94cc658c4572c7ab030b79081 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '3' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"fixed acidity\", group_col_2=\"quality\", target_col=\"quality\", target_value='3'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..056e55f66ac55678bcafbeb81c237ba1a9230715 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:03:07.494620Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:03:09.955124Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:03:20.215739Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b0ffa781ae5d6569176fa5902ea03e76dd06a12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality. +Result preview: [{"fixed acidity": "10.3", "quality": "3", "target_rate": 1.0}, {"fixed acidity": "11.8", "quality": "3", "target_rate": 1.0}, {"fixed acidity": "4.2", "quality": "3", "target_rate": 1.0}, {"fixed acidity": "5.8", "quality": "3", "target_rate": 1.0}, {"fixed acidity": "6.1", "quality": "3", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d75c9fa12a2bd1cfd7dc9aee40f40a3b549835c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_c2cfd814ab74aa57 +-- problem_id: v2p_n3_459e9c0342f2f2ca +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '3' THEN 1 ELSE 0 END) AS "target_rate" +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..310b0367c76efd3f86eae22055e902fcfe4f7ffc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '3' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '3' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"fixed acidity\", \"quality\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"10.3\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"11.8\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.2\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.8\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.7\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.8\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.1\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.5\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.6\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.9\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.3\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.5\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.6\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.1\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.4\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"10\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.2\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.3\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.7\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"14.2\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"3.8\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"3.9\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.2\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.5\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.6\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.1\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.1\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.1\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.2\", \"quality\": \"4\", \"target_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.3}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6d700fb47699ae5fb3313db8101cf48929a237fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:03:07.296185+00:00", + "ended_at": "2026-05-04T09:03:20.938174+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c2cfd814ab74aa57", + "problem_id": "v2p_n3_459e9c0342f2f2ca", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "3", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_c2cfd814ab74aa57.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c2cfd814ab74aa57", + "api_calls": 0, + "input_tokens": 22390, + "cached_input_tokens": 19840, + "output_tokens": 279, + "total_tokens": 22669, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2415, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13606.12, + "sql_execution_elapsed_ms_total": 5.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_c2cfd814ab74aa57\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e9131d6cd57a3573bdf12b65f87d56956267d30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c2cfd814ab74aa57/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:03:20.924979+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13606.12, "started_at": "2026-05-04T09:03:07.299726+00:00", "ended_at": "2026-05-04T09:03:20.905728+00:00", "prompt_metrics": {"chars": 7967, "bytes_utf8": 7967, "lines": 243, "estimated_tokens": 2299}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22390, "cached_input_tokens": 19840, "output_tokens": 279}, "stderr_preview": "2026-05-04T09:03:07.494620Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:03:09.955124Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..37cfd859c27c815407a7898d3f6b2aeff10ae904 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23a-8a7c-7b02-951f-4cf0f7f5d5fd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"citric acid\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"citric acid\\\". Cast \\\"citric acid\\\" to REAL because the SQLite schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22306,"cached_input_tokens":19840,"output_tokens":195}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..789da74659c98035a4c99a24917a6914e729066a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"fixed acidity\",\n AVG(CAST(\"citric acid\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"fixed acidity\" and measure_col=\"citric acid\". Cast \"citric acid\" to REAL because the SQLite schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f26a701a35f74461a47ef5858b9d2a284ed4b63e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:03:36.102793Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:03:38.445568Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:03:52.450006Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2605852275d73b41b3429a061c48a960d8362cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=citric acid. +Result preview: [{"fixed acidity": "10.2", "avg_measure": 0.88}, {"fixed acidity": "10.7", "avg_measure": 0.56}, {"fixed acidity": "9.7", "avg_measure": 0.505}, {"fixed acidity": "9.8", "avg_measure": 0.49125}, {"fixed acidity": "14.2", "avg_measure": 0.49}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..beb783aca556a33cc0c287fa76f11b22b74a201e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_c4e5b42514c3f23d +-- problem_id: v2p_n3_8644115e96da44dc +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("citric acid" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..295fd93cdb1d7bb143f67d0952009b704cfc83e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"fixed acidity\",\n AVG(CAST(\"citric acid\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"citric acid\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"10.2\", \"avg_measure\": 0.88}, {\"fixed acidity\": \"10.7\", \"avg_measure\": 0.56}, {\"fixed acidity\": \"9.7\", \"avg_measure\": 0.505}, {\"fixed acidity\": \"9.8\", \"avg_measure\": 0.49125}, {\"fixed acidity\": \"14.2\", \"avg_measure\": 0.49}, {\"fixed acidity\": \"10.3\", \"avg_measure\": 0.475}, {\"fixed acidity\": \"9.5\", \"avg_measure\": 0.43999999999999995}, {\"fixed acidity\": \"9.3\", \"avg_measure\": 0.4366666666666667}, {\"fixed acidity\": \"8.7\", \"avg_measure\": 0.42733333333333334}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 0.4211538461538461}, {\"fixed acidity\": \"6.45\", \"avg_measure\": 0.42}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 0.4183333333333333}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 0.4114285714285714}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 0.40619047619047616}, {\"fixed acidity\": \"3.9\", \"avg_measure\": 0.4}, {\"fixed acidity\": \"9\", \"avg_measure\": 0.39882352941176474}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 0.39463414634146343}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 0.3903125}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 0.38636363636363635}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 0.3845714285714286}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 0.3844444444444444}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 0.3844086021505376}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 0.38054054054054054}, {\"fixed acidity\": \"11.8\", \"avg_measure\": 0.38}, {\"fixed acidity\": \"9.6\", \"avg_measure\": 0.378}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 0.37535714285714283}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 0.373125}, {\"fixed acidity\": \"6.15\", \"avg_measure\": 0.37}, {\"fixed acidity\": \"8.6\", \"avg_measure\": 0.37}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 0.3686021505376344}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 0.3663398692810457}, {\"fixed acidity\": \"10\", \"avg_measure\": 0.36000000000000004}, {\"fixed acidity\": \"8\", \"avg_measure\": 0.35575}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 0.355242718446602}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 0.3541573033707865}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 0.34885}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 0.34654639175257734}, {\"fixed acidity\": \"9.9\", \"avg_measure\": 0.34500000000000003}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 0.3377542372881356}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 0.33461038961038964}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 0.33352697095435685}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 0.32991111111111115}, {\"fixed acidity\": \"7\", \"avg_measure\": 0.3282327586206897}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 0.32393617021276594}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 0.3218620689655173}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 0.31949999999999995}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 0.30812500000000004}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 0.30690322580645163}, {\"fixed acidity\": \"6\", \"avg_measure\": 0.3011413043478261}, {\"fixed acidity\": \"4.2\", \"avg_measure\": 0.295}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 19.93}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..606fde468c63d90c77d78f3da6308a041d3ff1f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:03:35.938400+00:00", + "ended_at": "2026-05-04T09:03:53.317432+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c4e5b42514c3f23d", + "problem_id": "v2p_n3_8644115e96da44dc", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_c4e5b42514c3f23d.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c4e5b42514c3f23d", + "api_calls": 0, + "input_tokens": 22306, + "cached_input_tokens": 19840, + "output_tokens": 195, + "total_tokens": 22501, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2215, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2317, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17323.94, + "sql_execution_elapsed_ms_total": 19.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_c4e5b42514c3f23d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b1cb32685fe5d050e3d779f74d57140354e88287 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c4e5b42514c3f23d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:03:53.290042+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17323.94, "started_at": "2026-05-04T09:03:35.938400+00:00", "ended_at": "2026-05-04T09:03:53.265152+00:00", "prompt_metrics": {"chars": 7770, "bytes_utf8": 7770, "lines": 240, "estimated_tokens": 2215}, "response_metrics": {"chars": 433, "bytes_utf8": 433, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22306, "cached_input_tokens": 19840, "output_tokens": 195}, "stderr_preview": "2026-05-04T09:03:36.102793Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:03:38.445568Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=fixed acidity.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "quality", + "measure_col": "fixed acidity", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..20e6f19f9e73753f2d931948172d08bedb739f8a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df249-3c46-76f3-9c62-22f5aa7452ee"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"fixed acidity\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"quality\\\";\",\"notes\":\"Used the requested Support-Guarded Group Average template with group_col=\\\"quality\\\", measure_col=\\\"fixed acidity\\\", and min_group_size=5. CAST to REAL is included because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22332,"cached_input_tokens":20864,"output_tokens":233}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2089fe7a91ef6d32c109b3362cace8059440f7ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"quality\", AVG(CAST(\"fixed acidity\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY \"quality\";","notes":"Used the requested Support-Guarded Group Average template with group_col=\"quality\", measure_col=\"fixed acidity\", and min_group_size=5. CAST to REAL is included because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a75ba85eba38f2b20636c322a77e1c014c6ac226 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:19:39.138682Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:19:41.454107Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:19:51.085132Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..73981e029509409b5de2de12be285444d6f9e6c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=fixed acidity. +Result preview: [{"quality": "3", "avg_measure": 7.6, "support": 20}, {"quality": "4", "avg_measure": 7.129447852760736, "support": 163}, {"quality": "5", "avg_measure": 6.933973919011668, "support": 1457}, {"quality": "6", "avg_measure": 6.837670609645132, "support": 2198}, {"quality": "7", "avg_measure": 6.73471590909091, "support": 880}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb671ee0c7bae0807eec908ac29fea50865cff1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_c71c5d6b4e159504 +-- problem_id: v2p_n3_0523a075c578683f +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("fixed acidity" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY "quality"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a77523658304baa5ed612d6301b763960a0470e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"quality\", AVG(CAST(\"fixed acidity\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY \"quality\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"fixed acidity\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"quality\\\";\", \"columns\": [\"quality\", \"avg_measure\", \"support\"], \"rows\": [{\"quality\": \"3\", \"avg_measure\": 7.6, \"support\": 20}, {\"quality\": \"4\", \"avg_measure\": 7.129447852760736, \"support\": 163}, {\"quality\": \"5\", \"avg_measure\": 6.933973919011668, \"support\": 1457}, {\"quality\": \"6\", \"avg_measure\": 6.837670609645132, \"support\": 2198}, {\"quality\": \"7\", \"avg_measure\": 6.73471590909091, \"support\": 880}, {\"quality\": \"8\", \"avg_measure\": 6.6571428571428575, \"support\": 175}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.51}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..365b1f21601fd80b20d2aa0a345ff19c489119ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:19:38.930520+00:00", + "ended_at": "2026-05-04T09:19:51.866792+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c71c5d6b4e159504", + "problem_id": "v2p_n3_0523a075c578683f", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=fixed acidity.", + "bindings": { + "group_col": "quality", + "measure_col": "fixed acidity", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_c71c5d6b4e159504.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c71c5d6b4e159504", + "api_calls": 0, + "input_tokens": 22332, + "cached_input_tokens": 20864, + "output_tokens": 233, + "total_tokens": 22565, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2243, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2355, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12902.62, + "sql_execution_elapsed_ms_total": 3.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_c71c5d6b4e159504\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ebfa65fc77b47eb316f32b72b72714e07d01f29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:19:51.854033+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12902.62, "started_at": "2026-05-04T09:19:38.933920+00:00", "ended_at": "2026-05-04T09:19:51.836703+00:00", "prompt_metrics": {"chars": 7819, "bytes_utf8": 7819, "lines": 240, "estimated_tokens": 2243}, "response_metrics": {"chars": 455, "bytes_utf8": 455, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22332, "cached_input_tokens": 20864, "output_tokens": 233}, "stderr_preview": "2026-05-04T09:19:39.138682Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:19:41.454107Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"quality\\\";\",\"notes\":\"Used the requested Support-Guarded Group Average template with group_col=\\\"quality\\\", measure_col=\\\"fixed acidity\\\", and min_group_size=5. CAST to REAL is included because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..de724b2b0b8c5306251e244af3ef31a2700b75ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c71c5d6b4e159504/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c71c5d6b4e159504", + "api_calls": 0, + "input_tokens": 22332, + "cached_input_tokens": 20864, + "output_tokens": 233, + "total_tokens": 22565, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2243, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2355, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12902.62, + "sql_execution_elapsed_ms_total": 3.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_c71c5d6b4e159504\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cab23df2ebe5a89646091c680345b70779df475f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7973, "bytes_utf8": 7973, "lines": 243, "estimated_tokens": 2303}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22394, "cached_input_tokens": 19840, "output_tokens": 227}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f0de4dd05615033de57284b46c8fdda46cd47c45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c77249ec2d4c056b", + "api_calls": 0, + "input_tokens": 22394, + "cached_input_tokens": 19840, + "output_tokens": 227, + "total_tokens": 22621, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2303, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2436, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12684.64, + "sql_execution_elapsed_ms_total": 9.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_c77249ec2d4c056b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..10556953c0430f8a7e74eadf1a96cea03a6b11e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:00:57.915141+00:00", + "ended_at": "2026-05-04T09:01:10.599788+00:00", + "elapsed_ms": 12684.64, + "prompt_metrics": { + "chars": 7973, + "bytes_utf8": 7973, + "lines": 243, + "estimated_tokens": 2303 + }, + "stdout_metrics": { + "chars": 811, + "bytes_utf8": 811, + "lines": 4, + "estimated_tokens": 244 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13209 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 473, + "bytes_utf8": 473, + "lines": 1, + "estimated_tokens": 133 + }, + "usage": { + "input_tokens": 22394, + "cached_input_tokens": 19840, + "output_tokens": 227 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddce484e84ac1a866c15756b8b3b7cd31f95283b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sulphates, group_col_2=quality, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "6", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7ed083e2b5e1a3bde6cee82d760d4c41b6607b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df238-214f-7620-9f42-e0104314cfca"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sulphates\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY target_rate DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"sulphates\\\", group_col_2=\\\"quality\\\", and target_col=\\\"quality\\\". Used target_value '6' from bindings and added LIMIT 14 based on top_k.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22394,"cached_input_tokens":19840,"output_tokens":227}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41feb2f26b0096cafe37204af33cd20e7e7bfddd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sulphates\", \"quality\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY target_rate DESC\nLIMIT 14;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"sulphates\", group_col_2=\"quality\", and target_col=\"quality\". Used target_value '6' from bindings and added LIMIT 14 based on top_k."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..589dbbda4f88d9108a3375fc4bd39a6c6dcee685 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:00:58.129363Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:01:00.526671Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:01:09.860052Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7504f3a70b1716bbc29be16c899bcc2522e15219 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sulphates, group_col_2=quality, target_col=quality. +Result preview: [{"sulphates": "0.23", "quality": "6", "target_rate": 1.0}, {"sulphates": "0.25", "quality": "6", "target_rate": 1.0}, {"sulphates": "0.26", "quality": "6", "target_rate": 1.0}, {"sulphates": "0.27", "quality": "6", "target_rate": 1.0}, {"sulphates": "0.28", "quality": "6", "target_rate": 1.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e4d4dfe0bb6737a9fe54503e6789d8f4714c49d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_c77249ec2d4c056b +-- problem_id: v2p_n3_598f696e54f49dba +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY target_rate DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4dcc18e5d39389b96d87523000ccf66b217e8a5d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sulphates\", \"quality\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY target_rate DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sulphates\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY target_rate DESC\\nLIMIT 14;\", \"columns\": [\"sulphates\", \"quality\", \"target_rate\"], \"rows\": [{\"sulphates\": \"0.23\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.25\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.26\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.27\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.28\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.29\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.3\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.31\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.32\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.33\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.34\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.35\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.36\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.37\", \"quality\": \"6\", \"target_rate\": 1.0}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.51}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c23148cc973f496e1502856a5914f1efeb390ab8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:00:57.912089+00:00", + "ended_at": "2026-05-04T09:01:10.650982+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c77249ec2d4c056b", + "problem_id": "v2p_n3_598f696e54f49dba", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sulphates, group_col_2=quality, target_col=quality.", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "6", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_c77249ec2d4c056b.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c77249ec2d4c056b", + "api_calls": 0, + "input_tokens": 22394, + "cached_input_tokens": 19840, + "output_tokens": 227, + "total_tokens": 22621, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2303, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2436, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12684.64, + "sql_execution_elapsed_ms_total": 9.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_c77249ec2d4c056b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49a89f25c3c3694aaf6e9b575570c519cc3b6ae1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c77249ec2d4c056b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:01:10.629417+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12684.64, "started_at": "2026-05-04T09:00:57.915141+00:00", "ended_at": "2026-05-04T09:01:10.599788+00:00", "prompt_metrics": {"chars": 7973, "bytes_utf8": 7973, "lines": 243, "estimated_tokens": 2303}, "response_metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22394, "cached_input_tokens": 19840, "output_tokens": 227}, "stderr_preview": "2026-05-04T09:00:58.129363Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:01:00.526671Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4a306be3efc2f6ce51fd342a72e7498d176717f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df243-8ac5-7b02-9f25-1064e50bf31e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Mean template with group_col bound to \\\"sulphates\\\" and measure_col bound to \\\"total sulfur dioxide\\\". CAST to REAL is needed because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22297,"cached_input_tokens":20864,"output_tokens":153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b64024dbc13a9a78e0d347ff38b4301926a22188 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sulphates\", AVG(CAST(\"total sulfur dioxide\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY avg_measure DESC;","notes":"Used the required Grouped Numeric Mean template with group_col bound to \"sulphates\" and measure_col bound to \"total sulfur dioxide\". CAST to REAL is needed because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b9ef6cc2d97eeffa507bce11231665017f8f79d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:13:26.023750Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:13:28.595039Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:13:39.059790Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..646f27cd3ca44e356df469407b0595654f6e5d05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide. +Result preview: [{"sulphates": "1.06", "avg_measure": 168.0}, {"sulphates": "0.82", "avg_measure": 165.30769230769232}, {"sulphates": "0.89", "avg_measure": 161.0}, {"sulphates": "0.71", "avg_measure": 153.27777777777777}, {"sulphates": "0.57", "avg_measure": 151.65060240963857}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d615a12fa7ba3f05454441c4635d57a72a9d9d92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_c7a89666282134d1 +-- problem_id: v2p_n3_df5c6d27a821ecb9 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("total sulfur dioxide" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "sulphates" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a0dfa2961c88cdc42c0df8c5caef3707ae292dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sulphates\", AVG(CAST(\"total sulfur dioxide\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sulphates\", \"avg_measure\"], \"rows\": [{\"sulphates\": \"1.06\", \"avg_measure\": 168.0}, {\"sulphates\": \"0.82\", \"avg_measure\": 165.30769230769232}, {\"sulphates\": \"0.89\", \"avg_measure\": 161.0}, {\"sulphates\": \"0.71\", \"avg_measure\": 153.27777777777777}, {\"sulphates\": \"0.57\", \"avg_measure\": 151.65060240963857}, {\"sulphates\": \"0.64\", \"avg_measure\": 151.01492537313433}, {\"sulphates\": \"0.61\", \"avg_measure\": 150.0888888888889}, {\"sulphates\": \"0.75\", \"avg_measure\": 149.9090909090909}, {\"sulphates\": \"0.5\", \"avg_measure\": 149.57630522088354}, {\"sulphates\": \"0.49\", \"avg_measure\": 149.16867469879517}, {\"sulphates\": \"0.78\", \"avg_measure\": 148.57894736842104}, {\"sulphates\": \"0.6\", \"avg_measure\": 148.03977272727272}, {\"sulphates\": \"0.67\", \"avg_measure\": 147.82857142857142}, {\"sulphates\": \"0.56\", \"avg_measure\": 147.2962962962963}, {\"sulphates\": \"0.7\", \"avg_measure\": 146.33333333333334}, {\"sulphates\": \"1.01\", \"avg_measure\": 146.0}, {\"sulphates\": \"0.81\", \"avg_measure\": 146.0}, {\"sulphates\": \"0.53\", \"avg_measure\": 146.0}, {\"sulphates\": \"0.51\", \"avg_measure\": 145.57857142857142}, {\"sulphates\": \"0.79\", \"avg_measure\": 145.53125}, {\"sulphates\": \"0.55\", \"avg_measure\": 144.69607843137254}, {\"sulphates\": \"0.76\", \"avg_measure\": 144.52631578947367}, {\"sulphates\": \"0.48\", \"avg_measure\": 144.2849162011173}, {\"sulphates\": \"0.52\", \"avg_measure\": 143.94551282051282}, {\"sulphates\": \"0.59\", \"avg_measure\": 143.62886597938143}, {\"sulphates\": \"0.88\", \"avg_measure\": 143.42857142857142}, {\"sulphates\": \"0.63\", \"avg_measure\": 143.23958333333334}, {\"sulphates\": \"0.62\", \"avg_measure\": 143.11764705882354}, {\"sulphates\": \"0.46\", \"avg_measure\": 143.07111111111112}, {\"sulphates\": \"0.43\", \"avg_measure\": 142.87888198757764}, {\"sulphates\": \"0.66\", \"avg_measure\": 142.83333333333334}, {\"sulphates\": \"0.72\", \"avg_measure\": 142.16666666666666}, {\"sulphates\": \"0.58\", \"avg_measure\": 142.14646464646464}, {\"sulphates\": \"0.47\", \"avg_measure\": 142.07848837209303}, {\"sulphates\": \"0.44\", \"avg_measure\": 141.86805555555554}, {\"sulphates\": \"0.77\", \"avg_measure\": 141.375}, {\"sulphates\": \"0.27\", \"avg_measure\": 139.6153846153846}, {\"sulphates\": \"0.41\", \"avg_measure\": 139.07553956834533}, {\"sulphates\": \"0.54\", \"avg_measure\": 138.94610778443115}, {\"sulphates\": \"0.85\", \"avg_measure\": 138.66666666666666}, {\"sulphates\": \"0.45\", \"avg_measure\": 138.27808988764045}, {\"sulphates\": \"0.68\", \"avg_measure\": 137.54545454545453}, {\"sulphates\": \"0.69\", \"avg_measure\": 137.46666666666667}, {\"sulphates\": \"0.9\", \"avg_measure\": 137.2}, {\"sulphates\": \"0.42\", \"avg_measure\": 134.35911602209944}, {\"sulphates\": \"0.97\", \"avg_measure\": 134.0}, {\"sulphates\": \"0.3\", \"avg_measure\": 133.61290322580646}, {\"sulphates\": \"0.8\", \"avg_measure\": 133.2}, {\"sulphates\": \"0.74\", \"avg_measure\": 132.26315789473685}, {\"sulphates\": \"0.4\", \"avg_measure\": 129.10714285714286}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.45}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..00422a52a2ad1cb556a2b9a0140e8fc3ebb18a62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:13:25.820327+00:00", + "ended_at": "2026-05-04T09:13:39.930518+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c7a89666282134d1", + "problem_id": "v2p_n3_df5c6d27a821ecb9", + "dataset_id": "n3", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_c7a89666282134d1.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c7a89666282134d1", + "api_calls": 0, + "input_tokens": 22297, + "cached_input_tokens": 20864, + "output_tokens": 153, + "total_tokens": 22450, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2206, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2311, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14068.12, + "sql_execution_elapsed_ms_total": 4.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_c7a89666282134d1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2dfd4f9f84f3bfd18d714739c3199676df3ae5d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c7a89666282134d1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:13:39.917718+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14068.12, "started_at": "2026-05-04T09:13:25.825293+00:00", "ended_at": "2026-05-04T09:13:39.893246+00:00", "prompt_metrics": {"chars": 7702, "bytes_utf8": 7702, "lines": 240, "estimated_tokens": 2206}, "response_metrics": {"chars": 417, "bytes_utf8": 417, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22297, "cached_input_tokens": 20864, "output_tokens": 153}, "stderr_preview": "2026-05-04T09:13:26.023750Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:13:28.595039Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "4", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca0e86e80598dc2ac8739f6570c28b71b8000e3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df239-b2da-7332-a975-1b6b1349f53c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '4' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings for \\\"fixed acidity\\\", \\\"sulphates\\\", and \\\"quality\\\". Since the schema stores columns as TEXT, the target comparison uses the string literal '4'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22397,"cached_input_tokens":19840,"output_tokens":277}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc669408d739992bfbee586c2919a31d62143da8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '4' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings for \"fixed acidity\", \"sulphates\", and \"quality\". Since the schema stores columns as TEXT, the target comparison uses the string literal '4'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4fb9a99e05d102d7c336f3c8b6f182ea36dd044 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:02:40.913716Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:02:43.356357Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:02:54.783097Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..262f87acaa5e4df2961fa92ac5a0d15dfea8132d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality. +Result preview: [{"fixed acidity": "10", "sulphates": "0.46", "target_rate": 1.0}, {"fixed acidity": "10.2", "sulphates": "0.51", "target_rate": 1.0}, {"fixed acidity": "4.8", "sulphates": "0.36", "target_rate": 1.0}, {"fixed acidity": "5.2", "sulphates": "0.4", "target_rate": 1.0}, {"fixed acidity": "5.3", "sulphates": "0.48", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0791d3d73be1ff836a9b1282ec4b4f3d86b216f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_c825afc464d1c5ce +-- problem_id: v2p_n3_e58748b8f997e48d +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '4' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e309a3115a0d0d52d1728a861093bc0d5528e2b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '4' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '4' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"fixed acidity\", \"sulphates\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"10\", \"sulphates\": \"0.46\", \"target_rate\": 1.0}, {\"fixed acidity\": \"10.2\", \"sulphates\": \"0.51\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.8\", \"sulphates\": \"0.36\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.48\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.54\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"sulphates\": \"0.4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.9\", \"sulphates\": \"0.7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"sulphates\": \"0.35\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.34\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.35\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.5\", \"sulphates\": \"0.79\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.8\", \"sulphates\": \"0.28\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.25\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.86\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.87\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.1\", \"sulphates\": \"0.3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.1\", \"sulphates\": \"0.32\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.2\", \"sulphates\": \"0.62\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.2\", \"sulphates\": \"0.71\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.3\", \"sulphates\": \"0.61\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.5\", \"sulphates\": \"0.34\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.5\", \"sulphates\": \"0.35\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.6\", \"sulphates\": \"0.47\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.7\", \"sulphates\": \"0.52\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.7\", \"sulphates\": \"0.56\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9\", \"sulphates\": \"0.45\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.2\", \"sulphates\": \"0.28\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.2\", \"sulphates\": \"0.46\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.2\", \"sulphates\": \"0.53\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.2\", \"sulphates\": \"0.66\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.3\", \"sulphates\": \"0.43\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.4\", \"sulphates\": \"0.69\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.8\", \"sulphates\": \"0.3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.8\", \"sulphates\": \"0.43\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.8\", \"sulphates\": \"0.59\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.9\", \"sulphates\": \"0.49\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"sulphates\": \"0.4\", \"target_rate\": 0.6}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.34\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.38\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.3\", \"sulphates\": \"0.31\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.4\", \"sulphates\": \"0.63\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.4\", \"sulphates\": \"0.64\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.5\", \"sulphates\": \"0.35\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.7\", \"sulphates\": \"0.55\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7\", \"sulphates\": \"0.6\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.49\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7.4\", \"sulphates\": \"0.65\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7.9\", \"sulphates\": \"0.31\", \"target_rate\": 0.5}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 15.52}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..84ee8693ce36b9cde9efd4f62766f77da53b9a86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:02:40.668078+00:00", + "ended_at": "2026-05-04T09:02:55.672514+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c825afc464d1c5ce", + "problem_id": "v2p_n3_e58748b8f997e48d", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "4", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_c825afc464d1c5ce.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c825afc464d1c5ce", + "api_calls": 0, + "input_tokens": 22397, + "cached_input_tokens": 19840, + "output_tokens": 277, + "total_tokens": 22674, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2306, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2434, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14929.87, + "sql_execution_elapsed_ms_total": 15.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_c825afc464d1c5ce\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4781700f7c907c92f842d57fcaf080a6a237ad8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c825afc464d1c5ce/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:02:55.636556+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14929.87, "started_at": "2026-05-04T09:02:40.670704+00:00", "ended_at": "2026-05-04T09:02:55.585711+00:00", "prompt_metrics": {"chars": 7988, "bytes_utf8": 7988, "lines": 243, "estimated_tokens": 2306}, "response_metrics": {"chars": 485, "bytes_utf8": 485, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22397, "cached_input_tokens": 19840, "output_tokens": 277}, "stderr_preview": "2026-05-04T09:02:40.913716Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:02:43.356357Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd44ecfc5247b992d035e274775aa3f60f160115 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24e-9656-76d3-8abe-d61b7a9c881d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT \\\"fixed acidity\\\",\\n CAST(\\\"fixed acidity\\\" AS REAL) AS percentile_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY percentile_measure DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are \\\"fixed acidity\\\", the grouped 90th-percentile value within each group is the group value itself, so this SQLite-compatible rewrite preserves the intended ranking view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22330,"cached_input_tokens":20864,"output_tokens":207}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..acdac440686d05034f8d42674621e57ef02f2ac1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT \"fixed acidity\",\n CAST(\"fixed acidity\" AS REAL) AS percentile_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY percentile_measure DESC;","notes":"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are \"fixed acidity\", the grouped 90th-percentile value within each group is the group value itself, so this SQLite-compatible rewrite preserves the intended ranking view."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7045c71fdd834e1f0e2df8a017aedc3d18c8aadb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:25:29.858661Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:25:32.224984Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:25:42.081441Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a23fc5a1deeac5de5ed005f60f387cc8a14e94a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=fixed acidity. +Result preview: [{"fixed acidity": "14.2", "percentile_measure": 14.2}, {"fixed acidity": "11.8", "percentile_measure": 11.8}, {"fixed acidity": "10.7", "percentile_measure": 10.7}, {"fixed acidity": "10.3", "percentile_measure": 10.3}, {"fixed acidity": "10.2", "percentile_measure": 10.2}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e87981a93e6303e8fe3f1906507e2528cdaf7439 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_c98100c62c6ee785 +-- problem_id: v2p_n3_5d82638a5cd17699 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + CAST("fixed acidity" AS REAL) AS percentile_measure +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8069356aaf8e97b98e405046c8a76f647d4425c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nSELECT \"fixed acidity\",\n CAST(\"fixed acidity\" AS REAL) AS percentile_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY percentile_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nSELECT \\\"fixed acidity\\\",\\n CAST(\\\"fixed acidity\\\" AS REAL) AS percentile_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY percentile_measure DESC;\", \"columns\": [\"fixed acidity\", \"percentile_measure\"], \"rows\": [{\"fixed acidity\": \"14.2\", \"percentile_measure\": 14.2}, {\"fixed acidity\": \"11.8\", \"percentile_measure\": 11.8}, {\"fixed acidity\": \"10.7\", \"percentile_measure\": 10.7}, {\"fixed acidity\": \"10.3\", \"percentile_measure\": 10.3}, {\"fixed acidity\": \"10.2\", \"percentile_measure\": 10.2}, {\"fixed acidity\": \"10\", \"percentile_measure\": 10.0}, {\"fixed acidity\": \"9.9\", \"percentile_measure\": 9.9}, {\"fixed acidity\": \"9.8\", \"percentile_measure\": 9.8}, {\"fixed acidity\": \"9.7\", \"percentile_measure\": 9.7}, {\"fixed acidity\": \"9.6\", \"percentile_measure\": 9.6}, {\"fixed acidity\": \"9.5\", \"percentile_measure\": 9.5}, {\"fixed acidity\": \"9.4\", \"percentile_measure\": 9.4}, {\"fixed acidity\": \"9.3\", \"percentile_measure\": 9.3}, {\"fixed acidity\": \"9.2\", \"percentile_measure\": 9.2}, {\"fixed acidity\": \"9.1\", \"percentile_measure\": 9.1}, {\"fixed acidity\": \"9\", \"percentile_measure\": 9.0}, {\"fixed acidity\": \"8.9\", \"percentile_measure\": 8.9}, {\"fixed acidity\": \"8.8\", \"percentile_measure\": 8.8}, {\"fixed acidity\": \"8.7\", \"percentile_measure\": 8.7}, {\"fixed acidity\": \"8.6\", \"percentile_measure\": 8.6}, {\"fixed acidity\": \"8.5\", \"percentile_measure\": 8.5}, {\"fixed acidity\": \"8.4\", \"percentile_measure\": 8.4}, {\"fixed acidity\": \"8.3\", \"percentile_measure\": 8.3}, {\"fixed acidity\": \"8.2\", \"percentile_measure\": 8.2}, {\"fixed acidity\": \"8.1\", \"percentile_measure\": 8.1}, {\"fixed acidity\": \"8\", \"percentile_measure\": 8.0}, {\"fixed acidity\": \"7.9\", \"percentile_measure\": 7.9}, {\"fixed acidity\": \"7.8\", \"percentile_measure\": 7.8}, {\"fixed acidity\": \"7.7\", \"percentile_measure\": 7.7}, {\"fixed acidity\": \"7.6\", \"percentile_measure\": 7.6}, {\"fixed acidity\": \"7.5\", \"percentile_measure\": 7.5}, {\"fixed acidity\": \"7.4\", \"percentile_measure\": 7.4}, {\"fixed acidity\": \"7.3\", \"percentile_measure\": 7.3}, {\"fixed acidity\": \"7.2\", \"percentile_measure\": 7.2}, {\"fixed acidity\": \"7.15\", \"percentile_measure\": 7.15}, {\"fixed acidity\": \"7.1\", \"percentile_measure\": 7.1}, {\"fixed acidity\": \"7\", \"percentile_measure\": 7.0}, {\"fixed acidity\": \"6.9\", \"percentile_measure\": 6.9}, {\"fixed acidity\": \"6.8\", \"percentile_measure\": 6.8}, {\"fixed acidity\": \"6.7\", \"percentile_measure\": 6.7}, {\"fixed acidity\": \"6.6\", \"percentile_measure\": 6.6}, {\"fixed acidity\": \"6.5\", \"percentile_measure\": 6.5}, {\"fixed acidity\": \"6.45\", \"percentile_measure\": 6.45}, {\"fixed acidity\": \"6.4\", \"percentile_measure\": 6.4}, {\"fixed acidity\": \"6.3\", \"percentile_measure\": 6.3}, {\"fixed acidity\": \"6.2\", \"percentile_measure\": 6.2}, {\"fixed acidity\": \"6.15\", \"percentile_measure\": 6.15}, {\"fixed acidity\": \"6.1\", \"percentile_measure\": 6.1}, {\"fixed acidity\": \"6\", \"percentile_measure\": 6.0}, {\"fixed acidity\": \"5.9\", \"percentile_measure\": 5.9}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.05}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6f3711ed0b3654381d098dd0e199160b39aa16e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:25:29.688560+00:00", + "ended_at": "2026-05-04T09:25:42.930235+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c98100c62c6ee785", + "problem_id": "v2p_n3_5d82638a5cd17699", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_c98100c62c6ee785.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c98100c62c6ee785", + "api_calls": 0, + "input_tokens": 22330, + "cached_input_tokens": 20864, + "output_tokens": 207, + "total_tokens": 22537, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2239, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2344, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13208.03, + "sql_execution_elapsed_ms_total": 3.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_c98100c62c6ee785\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ac53d7af267ae4675e2b7e3741f9997152563d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_c98100c62c6ee785/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:25:42.917206+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13208.03, "started_at": "2026-05-04T09:25:29.691311+00:00", "ended_at": "2026-05-04T09:25:42.899349+00:00", "prompt_metrics": {"chars": 7864, "bytes_utf8": 7864, "lines": 240, "estimated_tokens": 2239}, "response_metrics": {"chars": 482, "bytes_utf8": 482, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22330, "cached_input_tokens": 20864, "output_tokens": 207}, "stderr_preview": "2026-05-04T09:25:29.858661Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:25:32.224984Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=sulphates, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "sulphates", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..21a76f345eab278d567869cc438a34f9644a5053 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df241-250a-7ec3-a3f1-c954e42d41f4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\" AS \\\"group_col\\\",\\n CAST(\\\"sulphates\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '5'\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"sulphates\\\" IS NOT NULL\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"targets\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n ((\\\"cnt\\\" - 1) * 0.9 + 1.0) AS \\\"target_pos\\\",\\n CAST(((\\\"cnt\\\" - 1) * 0.9 + 1.0) AS INT) AS \\\"lower_rn\\\",\\n CASE\\n WHEN CAST(((\\\"cnt\\\" - 1) * 0.9 + 1.0) AS INT) = ((\\\"cnt\\\" - 1) * 0.9 + 1.0)\\n THEN CAST(((\\\"cnt\\\" - 1) * 0.9 + 1.0) AS INT)\\n ELSE CAST(((\\\"cnt\\\" - 1) * 0.9 + 1.0) AS INT) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n t.\\\"group_col\\\",\\n t.\\\"target_pos\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = t.\\\"lower_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = t.\\\"upper_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"targets\\\" t\\n JOIN \\\"ordered\\\" o\\n ON o.\\\"group_col\\\" = t.\\\"group_col\\\"\\n GROUP BY t.\\\"group_col\\\", t.\\\"target_pos\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"fixed acidity\\\",\\n CASE\\n WHEN \\\"lower_val\\\" IS NULL THEN NULL\\n WHEN \\\"upper_val\\\" IS NULL THEN \\\"lower_val\\\"\\n WHEN \\\"target_pos\\\" = CAST(\\\"target_pos\\\" AS INT) THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + (\\\"target_pos\\\" - CAST(\\\"target_pos\\\" AS INT)) * (\\\"upper_val\\\" - \\\"lower_val\\\")\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Used the planned template roles exactly with group_col=\\\"fixed acidity\\\", measure_col=\\\"sulphates\\\", and condition_col=\\\"quality\\\" filtered to value '5'. SQLite does not support PERCENTILE_CONT, so the query emulates the 0.9 continuous percentile per group using window functions and linear interpolation, casting TEXT-stored numeric fields to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22407,"cached_input_tokens":19840,"output_tokens":883}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8e7533abf77c3d7f20b3256c4d1c3bca51b440a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"fixed acidity\" AS \"group_col\",\n CAST(\"sulphates\" AS REAL) AS \"measure\"\n FROM \"n3\"\n WHERE \"quality\" = '5'\n AND \"fixed acidity\" IS NOT NULL\n AND \"sulphates\" IS NOT NULL\n),\n\"ordered\" AS (\n SELECT\n \"group_col\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"targets\" AS (\n SELECT DISTINCT\n \"group_col\",\n ((\"cnt\" - 1) * 0.9 + 1.0) AS \"target_pos\",\n CAST(((\"cnt\" - 1) * 0.9 + 1.0) AS INT) AS \"lower_rn\",\n CASE\n WHEN CAST(((\"cnt\" - 1) * 0.9 + 1.0) AS INT) = ((\"cnt\" - 1) * 0.9 + 1.0)\n THEN CAST(((\"cnt\" - 1) * 0.9 + 1.0) AS INT)\n ELSE CAST(((\"cnt\" - 1) * 0.9 + 1.0) AS INT) + 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n t.\"group_col\",\n t.\"target_pos\",\n MAX(CASE WHEN o.\"rn\" = t.\"lower_rn\" THEN o.\"measure\" END) AS \"lower_val\",\n MAX(CASE WHEN o.\"rn\" = t.\"upper_rn\" THEN o.\"measure\" END) AS \"upper_val\"\n FROM \"targets\" t\n JOIN \"ordered\" o\n ON o.\"group_col\" = t.\"group_col\"\n GROUP BY t.\"group_col\", t.\"target_pos\"\n)\nSELECT\n \"group_col\" AS \"fixed acidity\",\n CASE\n WHEN \"lower_val\" IS NULL THEN NULL\n WHEN \"upper_val\" IS NULL THEN \"lower_val\"\n WHEN \"target_pos\" = CAST(\"target_pos\" AS INT) THEN \"lower_val\"\n ELSE \"lower_val\" + (\"target_pos\" - CAST(\"target_pos\" AS INT)) * (\"upper_val\" - \"lower_val\")\n END AS \"conditional_percentile\"\nFROM \"bounds\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Used the planned template roles exactly with group_col=\"fixed acidity\", measure_col=\"sulphates\", and condition_col=\"quality\" filtered to value '5'. SQLite does not support PERCENTILE_CONT, so the query emulates the 0.9 continuous percentile per group using window functions and linear interpolation, casting TEXT-stored numeric fields to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae2a542229220aa64c429a84625cf6247b0c7f0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:10:48.958545Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:10:51.481865Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:11:15.698853Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ffad5661e2b579ba84038eda8005be056b234a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=sulphates, condition_col=quality. +Result preview: [{"fixed acidity": "8.7", "conditional_percentile": 0.88}, {"fixed acidity": "8.1", "conditional_percentile": 0.73}, {"fixed acidity": "8", "conditional_percentile": 0.702}, {"fixed acidity": "6.2", "conditional_percentile": 0.7}, {"fixed acidity": "7.8", "conditional_percentile": 0.6900000000000002}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c308bd31813b10893b1d9b1720ba48c673243df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/generated_sql.sql @@ -0,0 +1,63 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_cb453f296fd91d12 +-- problem_id: v2p_n3_fbbcfbe5b46d56a4 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "fixed acidity" AS "group_col", + CAST("sulphates" AS REAL) AS "measure" + FROM "n3" + WHERE "quality" = '5' + AND "fixed acidity" IS NOT NULL + AND "sulphates" IS NOT NULL +), +"ordered" AS ( + SELECT + "group_col", + "measure", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"targets" AS ( + SELECT DISTINCT + "group_col", + (("cnt" - 1) * 0.9 + 1.0) AS "target_pos", + CAST((("cnt" - 1) * 0.9 + 1.0) AS INT) AS "lower_rn", + CASE + WHEN CAST((("cnt" - 1) * 0.9 + 1.0) AS INT) = (("cnt" - 1) * 0.9 + 1.0) + THEN CAST((("cnt" - 1) * 0.9 + 1.0) AS INT) + ELSE CAST((("cnt" - 1) * 0.9 + 1.0) AS INT) + 1 + END AS "upper_rn" + FROM "ordered" +), +"bounds" AS ( + SELECT + t."group_col", + t."target_pos", + MAX(CASE WHEN o."rn" = t."lower_rn" THEN o."measure" END) AS "lower_val", + MAX(CASE WHEN o."rn" = t."upper_rn" THEN o."measure" END) AS "upper_val" + FROM "targets" t + JOIN "ordered" o + ON o."group_col" = t."group_col" + GROUP BY t."group_col", t."target_pos" +) +SELECT + "group_col" AS "fixed acidity", + CASE + WHEN "lower_val" IS NULL THEN NULL + WHEN "upper_val" IS NULL THEN "lower_val" + WHEN "target_pos" = CAST("target_pos" AS INT) THEN "lower_val" + ELSE "lower_val" + ("target_pos" - CAST("target_pos" AS INT)) * ("upper_val" - "lower_val") + END AS "conditional_percentile" +FROM "bounds" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..601bd9077e3fd4b89379e7bb879761081fc620a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"fixed acidity\" AS \"group_col\",\n CAST(\"sulphates\" AS REAL) AS \"measure\"\n FROM \"n3\"\n WHERE \"quality\" = '5'\n AND \"fixed acidity\" IS NOT NULL\n AND \"sulphates\" IS NOT NULL\n),\n\"ordered\" AS (\n SELECT\n \"group_col\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"targets\" AS (\n SELECT DISTINCT\n \"group_col\",\n ((\"cnt\" - 1) * 0.9 + 1.0) AS \"target_pos\",\n CAST(((\"cnt\" - 1) * 0.9 + 1.0) AS INT) AS \"lower_rn\",\n CASE\n WHEN CAST(((\"cnt\" - 1) * 0.9 + 1.0) AS INT) = ((\"cnt\" - 1) * 0.9 + 1.0)\n THEN CAST(((\"cnt\" - 1) * 0.9 + 1.0) AS INT)\n ELSE CAST(((\"cnt\" - 1) * 0.9 + 1.0) AS INT) + 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n t.\"group_col\",\n t.\"target_pos\",\n MAX(CASE WHEN o.\"rn\" = t.\"lower_rn\" THEN o.\"measure\" END) AS \"lower_val\",\n MAX(CASE WHEN o.\"rn\" = t.\"upper_rn\" THEN o.\"measure\" END) AS \"upper_val\"\n FROM \"targets\" t\n JOIN \"ordered\" o\n ON o.\"group_col\" = t.\"group_col\"\n GROUP BY t.\"group_col\", t.\"target_pos\"\n)\nSELECT\n \"group_col\" AS \"fixed acidity\",\n CASE\n WHEN \"lower_val\" IS NULL THEN NULL\n WHEN \"upper_val\" IS NULL THEN \"lower_val\"\n WHEN \"target_pos\" = CAST(\"target_pos\" AS INT) THEN \"lower_val\"\n ELSE \"lower_val\" + (\"target_pos\" - CAST(\"target_pos\" AS INT)) * (\"upper_val\" - \"lower_val\")\n END AS \"conditional_percentile\"\nFROM \"bounds\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\" AS \\\"group_col\\\",\\n CAST(\\\"sulphates\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '5'\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"sulphates\\\" IS NOT NULL\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"targets\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n ((\\\"cnt\\\" - 1) * 0.9 + 1.0) AS \\\"target_pos\\\",\\n CAST(((\\\"cnt\\\" - 1) * 0.9 + 1.0) AS INT) AS \\\"lower_rn\\\",\\n CASE\\n WHEN CAST(((\\\"cnt\\\" - 1) * 0.9 + 1.0) AS INT) = ((\\\"cnt\\\" - 1) * 0.9 + 1.0)\\n THEN CAST(((\\\"cnt\\\" - 1) * 0.9 + 1.0) AS INT)\\n ELSE CAST(((\\\"cnt\\\" - 1) * 0.9 + 1.0) AS INT) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n t.\\\"group_col\\\",\\n t.\\\"target_pos\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = t.\\\"lower_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = t.\\\"upper_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"targets\\\" t\\n JOIN \\\"ordered\\\" o\\n ON o.\\\"group_col\\\" = t.\\\"group_col\\\"\\n GROUP BY t.\\\"group_col\\\", t.\\\"target_pos\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"fixed acidity\\\",\\n CASE\\n WHEN \\\"lower_val\\\" IS NULL THEN NULL\\n WHEN \\\"upper_val\\\" IS NULL THEN \\\"lower_val\\\"\\n WHEN \\\"target_pos\\\" = CAST(\\\"target_pos\\\" AS INT) THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + (\\\"target_pos\\\" - CAST(\\\"target_pos\\\" AS INT)) * (\\\"upper_val\\\" - \\\"lower_val\\\")\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"fixed acidity\", \"conditional_percentile\"], \"rows\": [{\"fixed acidity\": \"8.7\", \"conditional_percentile\": 0.88}, {\"fixed acidity\": \"8.1\", \"conditional_percentile\": 0.73}, {\"fixed acidity\": \"8\", \"conditional_percentile\": 0.702}, {\"fixed acidity\": \"6.2\", \"conditional_percentile\": 0.7}, {\"fixed acidity\": \"7.8\", \"conditional_percentile\": 0.6900000000000002}, {\"fixed acidity\": \"5.4\", \"conditional_percentile\": 0.6880000000000001}, {\"fixed acidity\": \"8.5\", \"conditional_percentile\": 0.6839999999999999}, {\"fixed acidity\": \"7.4\", \"conditional_percentile\": 0.68}, {\"fixed acidity\": \"8.4\", \"conditional_percentile\": 0.649}, {\"fixed acidity\": \"8.3\", \"conditional_percentile\": 0.64}, {\"fixed acidity\": \"9.5\", \"conditional_percentile\": 0.64}, {\"fixed acidity\": \"7.7\", \"conditional_percentile\": 0.63}, {\"fixed acidity\": \"7.6\", \"conditional_percentile\": 0.628}, {\"fixed acidity\": \"7.9\", \"conditional_percentile\": 0.628}, {\"fixed acidity\": \"9.1\", \"conditional_percentile\": 0.628}, {\"fixed acidity\": \"6.8\", \"conditional_percentile\": 0.6259999999999999}, {\"fixed acidity\": \"5.6\", \"conditional_percentile\": 0.6200000000000002}, {\"fixed acidity\": \"6\", \"conditional_percentile\": 0.62}, {\"fixed acidity\": \"7.5\", \"conditional_percentile\": 0.62}, {\"fixed acidity\": \"9.7\", \"conditional_percentile\": 0.62}, {\"fixed acidity\": \"4.8\", \"conditional_percentile\": 0.61}, {\"fixed acidity\": \"6.9\", \"conditional_percentile\": 0.61}, {\"fixed acidity\": \"5.2\", \"conditional_percentile\": 0.608}, {\"fixed acidity\": \"7.1\", \"conditional_percentile\": 0.6060000000000001}, {\"fixed acidity\": \"7.2\", \"conditional_percentile\": 0.6039999999999999}, {\"fixed acidity\": \"5.3\", \"conditional_percentile\": 0.6}, {\"fixed acidity\": \"6.6\", \"conditional_percentile\": 0.6}, {\"fixed acidity\": \"6.1\", \"conditional_percentile\": 0.595}, {\"fixed acidity\": \"9.3\", \"conditional_percentile\": 0.595}, {\"fixed acidity\": \"10.3\", \"conditional_percentile\": 0.59}, {\"fixed acidity\": \"7\", \"conditional_percentile\": 0.588}, {\"fixed acidity\": \"8.2\", \"conditional_percentile\": 0.5860000000000001}, {\"fixed acidity\": \"9.8\", \"conditional_percentile\": 0.586}, {\"fixed acidity\": \"9.2\", \"conditional_percentile\": 0.58}, {\"fixed acidity\": \"6.7\", \"conditional_percentile\": 0.574}, {\"fixed acidity\": \"6.4\", \"conditional_percentile\": 0.57}, {\"fixed acidity\": \"6.5\", \"conditional_percentile\": 0.57}, {\"fixed acidity\": \"6.3\", \"conditional_percentile\": 0.5680000000000001}, {\"fixed acidity\": \"4.6\", \"conditional_percentile\": 0.55}, {\"fixed acidity\": \"5.8\", \"conditional_percentile\": 0.55}, {\"fixed acidity\": \"7.3\", \"conditional_percentile\": 0.55}, {\"fixed acidity\": \"5\", \"conditional_percentile\": 0.5499999999999999}, {\"fixed acidity\": \"5.9\", \"conditional_percentile\": 0.522}, {\"fixed acidity\": \"9\", \"conditional_percentile\": 0.52}, {\"fixed acidity\": \"5.7\", \"conditional_percentile\": 0.5120000000000001}, {\"fixed acidity\": \"5.1\", \"conditional_percentile\": 0.504}, {\"fixed acidity\": \"5.5\", \"conditional_percentile\": 0.498}, {\"fixed acidity\": \"9.4\", \"conditional_percentile\": 0.498}, {\"fixed acidity\": \"8.6\", \"conditional_percentile\": 0.49}, {\"fixed acidity\": \"9.6\", \"conditional_percentile\": 0.484}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 11.77}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e3626da6864bb79a06617210df9cd02780aac62b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:10:48.664773+00:00", + "ended_at": "2026-05-04T09:11:16.578794+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_cb453f296fd91d12", + "problem_id": "v2p_n3_fbbcfbe5b46d56a4", + "dataset_id": "n3", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=sulphates, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "sulphates", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_cb453f296fd91d12.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_cb453f296fd91d12", + "api_calls": 0, + "input_tokens": 22407, + "cached_input_tokens": 19840, + "output_tokens": 883, + "total_tokens": 23290, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2316, + "estimated_output_tokens": 677, + "estimated_total_tokens": 2993, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27856.03, + "sql_execution_elapsed_ms_total": 11.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_cb453f296fd91d12\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fdd717440c15d0c77f71b303b7a061ec3001d7d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cb453f296fd91d12/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:11:16.552768+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 27856.03, "started_at": "2026-05-04T09:10:48.667980+00:00", "ended_at": "2026-05-04T09:11:16.518902+00:00", "prompt_metrics": {"chars": 8179, "bytes_utf8": 8179, "lines": 245, "estimated_tokens": 2316}, "response_metrics": {"chars": 2126, "bytes_utf8": 2126, "lines": 1, "estimated_tokens": 677}, "usage": {"input_tokens": 22407, "cached_input_tokens": 19840, "output_tokens": 883}, "stderr_preview": "2026-05-04T09:10:48.958545Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:10:51.481865Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cd854771f2b89113/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cd854771f2b89113/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..422c7762e64e0c32ff68193d605267dd938662d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cd854771f2b89113/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_cd854771f2b89113\n-- problem_id: v2p_n3_9f61a71b2d69a349\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"free sulfur dioxide\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"free sulfur dioxide\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_cd854771f2b89113\\n-- problem_id: v2p_n3_9f61a71b2d69a349\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"free sulfur dioxide\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"free sulfur dioxide\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"free sulfur dioxide\", \"support\", \"avg_response\"], \"rows\": [{\"free sulfur dioxide\": \"29\", \"support\": 160, \"avg_response\": 0.27921874999999996}, {\"free sulfur dioxide\": \"31\", \"support\": 132, \"avg_response\": 0.2742424242424243}, {\"free sulfur dioxide\": \"35\", \"support\": 129, \"avg_response\": 0.2742248062015504}, {\"free sulfur dioxide\": \"26\", \"support\": 129, \"avg_response\": 0.2738372093023256}, {\"free sulfur dioxide\": \"34\", \"support\": 128, \"avg_response\": 0.30453125}, {\"free sulfur dioxide\": \"36\", \"support\": 127, \"avg_response\": 0.267244094488189}, {\"free sulfur dioxide\": \"24\", \"support\": 118, \"avg_response\": 0.2857203389830509}, {\"free sulfur dioxide\": \"28\", \"support\": 112, \"avg_response\": 0.29611607142857144}, {\"free sulfur dioxide\": \"33\", \"support\": 112, \"avg_response\": 0.2761160714285714}, {\"free sulfur dioxide\": \"25\", \"support\": 111, \"avg_response\": 0.2946846846846847}, {\"free sulfur dioxide\": \"37\", \"support\": 111, \"avg_response\": 0.2727927927927928}, {\"free sulfur dioxide\": \"23\", \"support\": 110, \"avg_response\": 0.29050000000000004}, {\"free sulfur dioxide\": \"32\", \"support\": 109, \"avg_response\": 0.2714678899082569}, {\"free sulfur dioxide\": \"41\", \"support\": 104, \"avg_response\": 0.2538942307692308}, {\"free sulfur dioxide\": \"40\", \"support\": 103, \"avg_response\": 0.2721359223300971}, {\"free sulfur dioxide\": \"22\", \"support\": 102, \"avg_response\": 0.28730392156862744}, {\"free sulfur dioxide\": \"38\", \"support\": 102, \"avg_response\": 0.26245098039215686}, {\"free sulfur dioxide\": \"20\", \"support\": 101, \"avg_response\": 0.2845049504950495}, {\"free sulfur dioxide\": \"45\", \"support\": 101, \"avg_response\": 0.2567821782178218}, {\"free sulfur dioxide\": \"27\", \"support\": 99, \"avg_response\": 0.29833333333333334}, {\"free sulfur dioxide\": \"30\", \"support\": 99, \"avg_response\": 0.2736363636363636}, {\"free sulfur dioxide\": \"21\", \"support\": 93, \"avg_response\": 0.24956989247311828}, {\"free sulfur dioxide\": \"47\", \"support\": 91, \"avg_response\": 0.24274725274725276}, {\"free sulfur dioxide\": \"17\", \"support\": 89, \"avg_response\": 0.29747191011235957}, {\"free sulfur dioxide\": \"39\", \"support\": 89, \"avg_response\": 0.2604494382022472}, {\"free sulfur dioxide\": \"42\", \"support\": 86, \"avg_response\": 0.2692441860465116}, {\"free sulfur dioxide\": \"19\", \"support\": 84, \"avg_response\": 0.30726190476190474}, {\"free sulfur dioxide\": \"49\", \"support\": 82, \"avg_response\": 0.2726829268292683}, {\"free sulfur dioxide\": \"18\", \"support\": 80, \"avg_response\": 0.2788125}, {\"free sulfur dioxide\": \"15\", \"support\": 79, \"avg_response\": 0.30006329113924046}, {\"free sulfur dioxide\": \"44\", \"support\": 75, \"avg_response\": 0.26953333333333335}, {\"free sulfur dioxide\": \"52\", \"support\": 72, \"avg_response\": 0.2690972222222222}, {\"free sulfur dioxide\": \"14\", \"support\": 68, \"avg_response\": 0.27110294117647055}, {\"free sulfur dioxide\": \"53\", \"support\": 68, \"avg_response\": 0.24750000000000003}, {\"free sulfur dioxide\": \"48\", \"support\": 66, \"avg_response\": 0.255530303030303}, {\"free sulfur dioxide\": \"46\", \"support\": 64, \"avg_response\": 0.281640625}, {\"free sulfur dioxide\": \"50\", \"support\": 64, \"avg_response\": 0.26984375}, {\"free sulfur dioxide\": \"43\", \"support\": 63, \"avg_response\": 0.24666666666666667}, {\"free sulfur dioxide\": \"54\", \"support\": 61, \"avg_response\": 0.2767213114754098}, {\"free sulfur dioxide\": \"55\", \"support\": 58, \"avg_response\": 0.27482758620689657}, {\"free sulfur dioxide\": \"16\", \"support\": 58, \"avg_response\": 0.2642241379310345}, {\"free sulfur dioxide\": \"10\", \"support\": 55, \"avg_response\": 0.3065454545454545}, {\"free sulfur dioxide\": \"13\", \"support\": 55, \"avg_response\": 0.2920909090909091}, {\"free sulfur dioxide\": \"51\", \"support\": 54, \"avg_response\": 0.2675925925925926}, {\"free sulfur dioxide\": \"12\", \"support\": 51, \"avg_response\": 0.30186274509803923}, {\"free sulfur dioxide\": \"61\", \"support\": 47, \"avg_response\": 0.3029787234042553}, {\"free sulfur dioxide\": \"11\", \"support\": 45, \"avg_response\": 0.31277777777777777}, {\"free sulfur dioxide\": \"57\", \"support\": 44, \"avg_response\": 0.29397727272727275}, {\"free sulfur dioxide\": \"56\", \"support\": 42, \"avg_response\": 0.254047619047619}, {\"free sulfur dioxide\": \"59\", \"support\": 39, \"avg_response\": 0.2825641025641025}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.66}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cd854771f2b89113/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cd854771f2b89113/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f939df6cce58b8acdc316c9aa8c5393453741594 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cd854771f2b89113/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.241996+00:00", + "ended_at": "2026-05-04T09:37:05.249131+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_cd854771f2b89113", + "problem_id": "v2p_n3_9f61a71b2d69a349", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=volatile acidity, key_col=free sulfur dioxide.", + "bindings": { + "key_col": "free sulfur dioxide", + "measure_col": "volatile acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=18", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 18, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_cd854771f2b89113.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cd854771f2b89113/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cd854771f2b89113/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cd854771f2b89113/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02b94bfe9715eea19a7cd82c4e584fd33a6d9266 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7911, "bytes_utf8": 7911, "lines": 243, "estimated_tokens": 2260}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22351, "cached_input_tokens": 19840, "output_tokens": 176}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7ed9a16aaf3df0911659defc6f34bf66f04c00a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_cf468a104955acb3", + "api_calls": 0, + "input_tokens": 22351, + "cached_input_tokens": 19840, + "output_tokens": 176, + "total_tokens": 22527, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2260, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2364, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11773.09, + "sql_execution_elapsed_ms_total": 3.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_cf468a104955acb3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1d8ee333449ae16a52fbebe48c24f633566a725c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:58:29.181361+00:00", + "ended_at": "2026-05-04T08:58:40.949672+00:00", + "elapsed_ms": 11773.09, + "prompt_metrics": { + "chars": 7911, + "bytes_utf8": 7911, + "lines": 243, + "estimated_tokens": 2260 + }, + "stdout_metrics": { + "chars": 763, + "bytes_utf8": 763, + "lines": 4, + "estimated_tokens": 209 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13203 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 438, + "bytes_utf8": 438, + "lines": 1, + "estimated_tokens": 104 + }, + "usage": { + "input_tokens": 22351, + "cached_input_tokens": 19840, + "output_tokens": 176 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccc0998bc0a0427322d6412f7eb62f85e8d56af3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7a0c7cf55937cc0cb507ac4c4d18a39736a8f0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df235-dc50-7d21-a914-7dd7fbc4aa55"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"fixed acidity\\\" and condition_col=\\\"quality\\\", using condition_value='6'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22351,"cached_input_tokens":19840,"output_tokens":176}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7bb04ee54e16a7361f414f766b4cd23286c85e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=\"fixed acidity\" and condition_col=\"quality\", using condition_value='6'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..64a298238012258892f4175ab799643ce0af263b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:58:29.428007Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:58:31.810561Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:58:40.133370Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..59f798f583e237b686ffd704d2b5a0ca63a312e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, condition_col=quality. +Result preview: [{"fixed acidity": "7.15", "condition_rate": 1.0}, {"fixed acidity": "3.8", "condition_rate": 1.0}, {"fixed acidity": "14.2", "condition_rate": 1.0}, {"fixed acidity": "10.7", "condition_rate": 1.0}, {"fixed acidity": "9.7", "condition_rate": 0.75}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8b8e6481fb2d8118f796171bcda12f37ad413fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_cf468a104955acb3 +-- problem_id: v2p_n3_7865357df0582dac +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f826a361daf343eb8cde5bf2025953e135a3294 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"fixed acidity\", \"condition_rate\"], \"rows\": [{\"fixed acidity\": \"7.15\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"3.8\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"14.2\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"10.7\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"9.7\", \"condition_rate\": 0.75}, {\"fixed acidity\": \"10\", \"condition_rate\": 0.6666666666666666}, {\"fixed acidity\": \"8.5\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"5.7\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"8.1\", \"condition_rate\": 0.6071428571428571}, {\"fixed acidity\": \"5\", \"condition_rate\": 0.5833333333333334}, {\"fixed acidity\": \"8.8\", \"condition_rate\": 0.5555555555555556}, {\"fixed acidity\": \"7.8\", \"condition_rate\": 0.5376344086021505}, {\"fixed acidity\": \"9\", \"condition_rate\": 0.5294117647058824}, {\"fixed acidity\": \"6.3\", \"condition_rate\": 0.526595744680851}, {\"fixed acidity\": \"5.1\", \"condition_rate\": 0.5217391304347826}, {\"fixed acidity\": \"8.3\", \"condition_rate\": 0.5192307692307693}, {\"fixed acidity\": \"5.3\", \"condition_rate\": 0.5185185185185185}, {\"fixed acidity\": \"8.4\", \"condition_rate\": 0.5142857142857142}, {\"fixed acidity\": \"9.9\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"9.5\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"7.9\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"6.2\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"7\", \"condition_rate\": 0.4956896551724138}, {\"fixed acidity\": \"6.6\", \"condition_rate\": 0.4724137931034483}, {\"fixed acidity\": \"6\", \"condition_rate\": 0.4673913043478261}, {\"fixed acidity\": \"5.9\", \"condition_rate\": 0.46601941747572817}, {\"fixed acidity\": \"7.7\", \"condition_rate\": 0.46236559139784944}, {\"fixed acidity\": \"6.8\", \"condition_rate\": 0.4577922077922078}, {\"fixed acidity\": \"5.6\", \"condition_rate\": 0.4507042253521127}, {\"fixed acidity\": \"8\", \"condition_rate\": 0.45}, {\"fixed acidity\": \"7.3\", \"condition_rate\": 0.4438202247191011}, {\"fixed acidity\": \"6.1\", \"condition_rate\": 0.432258064516129}, {\"fixed acidity\": \"6.7\", \"condition_rate\": 0.4322033898305085}, {\"fixed acidity\": \"5.4\", \"condition_rate\": 0.42857142857142855}, {\"fixed acidity\": \"6.9\", \"condition_rate\": 0.42738589211618255}, {\"fixed acidity\": \"7.5\", \"condition_rate\": 0.42276422764227645}, {\"fixed acidity\": \"7.2\", \"condition_rate\": 0.4223300970873786}, {\"fixed acidity\": \"6.5\", \"condition_rate\": 0.4222222222222222}, {\"fixed acidity\": \"6.4\", \"condition_rate\": 0.42142857142857143}, {\"fixed acidity\": \"5.5\", \"condition_rate\": 0.41935483870967744}, {\"fixed acidity\": \"7.4\", \"condition_rate\": 0.4020618556701031}, {\"fixed acidity\": \"9.6\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"4.7\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"7.1\", \"condition_rate\": 0.395}, {\"fixed acidity\": \"8.2\", \"condition_rate\": 0.39285714285714285}, {\"fixed acidity\": \"9.2\", \"condition_rate\": 0.38095238095238093}, {\"fixed acidity\": \"5.8\", \"condition_rate\": 0.38016528925619836}, {\"fixed acidity\": \"7.6\", \"condition_rate\": 0.35947712418300654}, {\"fixed acidity\": \"5.2\", \"condition_rate\": 0.35714285714285715}, {\"fixed acidity\": \"4.8\", \"condition_rate\": 0.3333333333333333}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.95}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d71d338fe2dc499e6586e421b40e9766c0d7dbc4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:58:29.174416+00:00", + "ended_at": "2026-05-04T08:58:40.984037+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_cf468a104955acb3", + "problem_id": "v2p_n3_7865357df0582dac", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_cf468a104955acb3.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_cf468a104955acb3", + "api_calls": 0, + "input_tokens": 22351, + "cached_input_tokens": 19840, + "output_tokens": 176, + "total_tokens": 22527, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2260, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2364, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11773.09, + "sql_execution_elapsed_ms_total": 3.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_cf468a104955acb3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..44d3af3ce31758a7390cd4e28eb57f902341c3e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_cf468a104955acb3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:58:40.972057+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11773.09, "started_at": "2026-05-04T08:58:29.181361+00:00", "ended_at": "2026-05-04T08:58:40.949672+00:00", "prompt_metrics": {"chars": 7911, "bytes_utf8": 7911, "lines": 243, "estimated_tokens": 2260}, "response_metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22351, "cached_input_tokens": 19840, "output_tokens": 176}, "stderr_preview": "2026-05-04T08:58:29.428007Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:58:31.810561Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=volatile acidity.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sulphates", + "measure_col": "volatile acidity", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..437bdc216e43fd3646b73cce9a8dc3cfe43ab439 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24f-0639-7d91-898c-c397c6e51371"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n CAST(\\\"volatile acidity\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"volatile acidity\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"volatile acidity\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions to approximate the grouped 95th percentile by selecting the value at CEIL(0.95 * group_size) within each sulphates group. Numeric TEXT values are cast to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22333,"cached_input_tokens":20864,"output_tokens":450}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ce05ce93b795dffee9dc28c5e03e27a27c7753b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sulphates\",\n CAST(\"volatile acidity\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"volatile acidity\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"volatile acidity\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"sulphates\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"sulphates\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions to approximate the grouped 95th percentile by selecting the value at CEIL(0.95 * group_size) within each sulphates group. Numeric TEXT values are cast to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94fdba00a1442b928fc2b2fc393b295c47be6a4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:25:58.523738Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:26:01.026392Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:26:14.881722Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c3b7ea5e73cd91b3125ccdefe7937ea34be8a96 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=volatile acidity. +Result preview: [{"sulphates": "0.92", "percentile_measure": 0.785}, {"sulphates": "0.94", "percentile_measure": 0.76}, {"sulphates": "0.25", "percentile_measure": 0.75}, {"sulphates": "0.28", "percentile_measure": 0.73}, {"sulphates": "0.71", "percentile_measure": 0.68}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0446a5555c91f80e2dfdad8c4f4cf581874e9fda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_d0026c8e16f56225 +-- problem_id: v2p_n3_1d92964a0db61d4d +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sulphates", + CAST("volatile acidity" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY CAST("volatile acidity" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "n3" + WHERE "sulphates" IS NOT NULL + AND "volatile acidity" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "sulphates", + "measure_value", + "rn", + "cnt", + CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "sulphates", + "measure_value" AS "percentile_measure" +FROM "percentile_pick" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..47eccde2f74c1263310625d455c0f5bfb2d6d689 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sulphates\",\n CAST(\"volatile acidity\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"volatile acidity\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"volatile acidity\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"sulphates\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"sulphates\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n CAST(\\\"volatile acidity\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"volatile acidity\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"volatile acidity\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"sulphates\", \"percentile_measure\"], \"rows\": [{\"sulphates\": \"0.92\", \"percentile_measure\": 0.785}, {\"sulphates\": \"0.94\", \"percentile_measure\": 0.76}, {\"sulphates\": \"0.25\", \"percentile_measure\": 0.75}, {\"sulphates\": \"0.28\", \"percentile_measure\": 0.73}, {\"sulphates\": \"0.71\", \"percentile_measure\": 0.68}, {\"sulphates\": \"1\", \"percentile_measure\": 0.655}, {\"sulphates\": \"0.74\", \"percentile_measure\": 0.64}, {\"sulphates\": \"0.34\", \"percentile_measure\": 0.61}, {\"sulphates\": \"0.57\", \"percentile_measure\": 0.58}, {\"sulphates\": \"0.67\", \"percentile_measure\": 0.57}, {\"sulphates\": \"0.3\", \"percentile_measure\": 0.55}, {\"sulphates\": \"0.73\", \"percentile_measure\": 0.55}, {\"sulphates\": \"0.38\", \"percentile_measure\": 0.54}, {\"sulphates\": \"0.32\", \"percentile_measure\": 0.53}, {\"sulphates\": \"0.27\", \"percentile_measure\": 0.52}, {\"sulphates\": \"0.39\", \"percentile_measure\": 0.52}, {\"sulphates\": \"0.29\", \"percentile_measure\": 0.51}, {\"sulphates\": \"0.77\", \"percentile_measure\": 0.5}, {\"sulphates\": \"0.78\", \"percentile_measure\": 0.5}, {\"sulphates\": \"0.88\", \"percentile_measure\": 0.5}, {\"sulphates\": \"0.36\", \"percentile_measure\": 0.495}, {\"sulphates\": \"0.33\", \"percentile_measure\": 0.49}, {\"sulphates\": \"0.51\", \"percentile_measure\": 0.49}, {\"sulphates\": \"0.82\", \"percentile_measure\": 0.49}, {\"sulphates\": \"0.9\", \"percentile_measure\": 0.49}, {\"sulphates\": \"0.4\", \"percentile_measure\": 0.485}, {\"sulphates\": \"0.35\", \"percentile_measure\": 0.48}, {\"sulphates\": \"0.53\", \"percentile_measure\": 0.48}, {\"sulphates\": \"0.48\", \"percentile_measure\": 0.47}, {\"sulphates\": \"0.6\", \"percentile_measure\": 0.47}, {\"sulphates\": \"0.44\", \"percentile_measure\": 0.46}, {\"sulphates\": \"0.47\", \"percentile_measure\": 0.46}, {\"sulphates\": \"0.54\", \"percentile_measure\": 0.46}, {\"sulphates\": \"0.56\", \"percentile_measure\": 0.46}, {\"sulphates\": \"0.58\", \"percentile_measure\": 0.46}, {\"sulphates\": \"0.83\", \"percentile_measure\": 0.455}, {\"sulphates\": \"0.42\", \"percentile_measure\": 0.45}, {\"sulphates\": \"0.43\", \"percentile_measure\": 0.44}, {\"sulphates\": \"0.46\", \"percentile_measure\": 0.44}, {\"sulphates\": \"0.52\", \"percentile_measure\": 0.44}, {\"sulphates\": \"0.62\", \"percentile_measure\": 0.44}, {\"sulphates\": \"0.72\", \"percentile_measure\": 0.44}, {\"sulphates\": \"0.37\", \"percentile_measure\": 0.43}, {\"sulphates\": \"0.45\", \"percentile_measure\": 0.43}, {\"sulphates\": \"0.5\", \"percentile_measure\": 0.43}, {\"sulphates\": \"0.61\", \"percentile_measure\": 0.42}, {\"sulphates\": \"0.41\", \"percentile_measure\": 0.41}, {\"sulphates\": \"0.49\", \"percentile_measure\": 0.41}, {\"sulphates\": \"0.55\", \"percentile_measure\": 0.41}, {\"sulphates\": \"0.79\", \"percentile_measure\": 0.41}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 18.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..89971d0053e19e9d503fcc3e8bb1357431bab3cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:25:58.294311+00:00", + "ended_at": "2026-05-04T09:26:15.626245+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_d0026c8e16f56225", + "problem_id": "v2p_n3_1d92964a0db61d4d", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=volatile acidity.", + "bindings": { + "group_col": "sulphates", + "measure_col": "volatile acidity", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_d0026c8e16f56225.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_d0026c8e16f56225", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 20864, + "output_tokens": 450, + "total_tokens": 22783, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2242, + "estimated_output_tokens": 316, + "estimated_total_tokens": 2558, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17283.81, + "sql_execution_elapsed_ms_total": 18.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_d0026c8e16f56225\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a348b579508f49c5496655d1cbfb9bf432e1c4d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d0026c8e16f56225/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:26:15.599022+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17283.81, "started_at": "2026-05-04T09:25:58.296552+00:00", "ended_at": "2026-05-04T09:26:15.580724+00:00", "prompt_metrics": {"chars": 7865, "bytes_utf8": 7865, "lines": 240, "estimated_tokens": 2242}, "response_metrics": {"chars": 1073, "bytes_utf8": 1073, "lines": 1, "estimated_tokens": 316}, "usage": {"input_tokens": 22333, "cached_input_tokens": 20864, "output_tokens": 450}, "stderr_preview": "2026-05-04T09:25:58.523738Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:26:01.026392Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=volatile acidity.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "volatile acidity", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0dc5573879de1ca4752fab75973e01fdf6866a02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df249-e072-7793-a3de-ce095a481fbb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT\\n \\\"fixed acidity\\\",\\n AVG(CAST(\\\"volatile acidity\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"volatile acidity\\\" IS NOT NULL\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL);\",\"notes\":\"Applied the Support-Guarded Group Average template with group_col=\\\"fixed acidity\\\", measure_col=\\\"volatile acidity\\\", min_group_size=5. CAST is used because the schema stores these numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22334,"cached_input_tokens":21888,"output_tokens":240}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0dfc57022bf9c8e06c01c8093a212ba663011993 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT\n \"fixed acidity\",\n AVG(CAST(\"volatile acidity\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"n3\"\nWHERE \"fixed acidity\" IS NOT NULL\n AND \"volatile acidity\" IS NOT NULL\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"fixed acidity\" AS REAL);","notes":"Applied the Support-Guarded Group Average template with group_col=\"fixed acidity\", measure_col=\"volatile acidity\", min_group_size=5. CAST is used because the schema stores these numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b20693c6822ef6eea08c7387c1f168335fd3ba21 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:20:21.151735Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:20:23.522181Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:20:33.066412Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..98a3305aa3252cd440444645120df18a39e3efcd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=volatile acidity. +Result preview: [{"fixed acidity": "4.8", "avg_measure": 0.28944444444444445, "support": 9}, {"fixed acidity": "4.9", "avg_measure": 0.34214285714285714, "support": 7}, {"fixed acidity": "5", "avg_measure": 0.320625, "support": 24}, {"fixed acidity": "5.1", "avg_measure": 0.2965217391304348, "support": 23}, {"fixed acidity": "5.2", "avg_measure": 0.30160714285714285, "support": 28}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..20cf2a237b05fdd19aa42895e81d86a461cb91d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_d27ac0c1cccc2bb6 +-- problem_id: v2p_n3_4f3cbf9bedcb8f4e +-- realization_mode: agent +-- source_kind: agent +SELECT + "fixed acidity", + AVG(CAST("volatile acidity" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "n3" +WHERE "fixed acidity" IS NOT NULL + AND "volatile acidity" IS NOT NULL +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY CAST("fixed acidity" AS REAL); diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8763e25009139de2516ddd1ff649a0a8790a7bdd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT\n \"fixed acidity\",\n AVG(CAST(\"volatile acidity\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"n3\"\nWHERE \"fixed acidity\" IS NOT NULL\n AND \"volatile acidity\" IS NOT NULL\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"fixed acidity\" AS REAL);", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT\\n \\\"fixed acidity\\\",\\n AVG(CAST(\\\"volatile acidity\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"volatile acidity\\\" IS NOT NULL\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL);\", \"columns\": [\"fixed acidity\", \"avg_measure\", \"support\"], \"rows\": [{\"fixed acidity\": \"4.8\", \"avg_measure\": 0.28944444444444445, \"support\": 9}, {\"fixed acidity\": \"4.9\", \"avg_measure\": 0.34214285714285714, \"support\": 7}, {\"fixed acidity\": \"5\", \"avg_measure\": 0.320625, \"support\": 24}, {\"fixed acidity\": \"5.1\", \"avg_measure\": 0.2965217391304348, \"support\": 23}, {\"fixed acidity\": \"5.2\", \"avg_measure\": 0.30160714285714285, \"support\": 28}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 0.34555555555555556, \"support\": 27}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 0.33232142857142855, \"support\": 28}, {\"fixed acidity\": \"5.5\", \"avg_measure\": 0.25806451612903225, \"support\": 31}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 0.2600704225352113, \"support\": 71}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 0.2635795454545455, \"support\": 88}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 0.28173553719008265, \"support\": 121}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 0.28936893203883496, \"support\": 103}, {\"fixed acidity\": \"6\", \"avg_measure\": 0.2769021739130435, \"support\": 184}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 0.2908709677419355, \"support\": 155}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 0.284921875, \"support\": 192}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 0.27867021276595744, \"support\": 188}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 0.27275, \"support\": 280}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 0.27566666666666667, \"support\": 225}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 0.28722413793103446, \"support\": 290}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 0.2829872881355932, \"support\": 236}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 0.2689285714285714, \"support\": 308}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 0.2856224066390041, \"support\": 241}, {\"fixed acidity\": \"7\", \"avg_measure\": 0.2592241379310345, \"support\": 232}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 0.27855, \"support\": 200}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 0.272621359223301, \"support\": 206}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 0.2627528089887641, \"support\": 178}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 0.254819587628866, \"support\": 194}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 0.27166666666666667, \"support\": 123}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 0.28500000000000003, \"support\": 153}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 0.2993010752688172, \"support\": 93}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 0.28193548387096773, \"support\": 93}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 0.2696621621621622, \"support\": 74}, {\"fixed acidity\": \"8\", \"avg_measure\": 0.29775, \"support\": 80}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 0.27321428571428574, \"support\": 56}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 0.29598214285714286, \"support\": 56}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 0.2526923076923077, \"support\": 52}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 0.27685714285714286, \"support\": 35}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 0.2253125, \"support\": 32}, {\"fixed acidity\": \"8.6\", \"avg_measure\": 0.2806, \"support\": 25}, {\"fixed acidity\": \"8.7\", \"avg_measure\": 0.29, \"support\": 15}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 0.28, \"support\": 18}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 0.26875, \"support\": 16}, {\"fixed acidity\": \"9\", \"avg_measure\": 0.30500000000000005, \"support\": 17}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 0.33666666666666667, \"support\": 6}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 0.2723809523809524, \"support\": 21}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 0.25363636363636366, \"support\": 11}, {\"fixed acidity\": \"9.8\", \"avg_measure\": 0.40375, \"support\": 8}], \"row_count_returned\": 47, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.59}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..00180b5628d9b1b3e9cf7f4e47190fb3fa382ad8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:20:20.962896+00:00", + "ended_at": "2026-05-04T09:20:34.057313+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_d27ac0c1cccc2bb6", + "problem_id": "v2p_n3_4f3cbf9bedcb8f4e", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=volatile acidity.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "volatile acidity", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_d27ac0c1cccc2bb6.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_d27ac0c1cccc2bb6", + "api_calls": 0, + "input_tokens": 22334, + "cached_input_tokens": 21888, + "output_tokens": 240, + "total_tokens": 22574, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2245, + "estimated_output_tokens": 141, + "estimated_total_tokens": 2386, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13056.64, + "sql_execution_elapsed_ms_total": 4.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_d27ac0c1cccc2bb6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01a287b385e177ebe8fe31d11f55c6bee42a89e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:20:34.045255+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13056.64, "started_at": "2026-05-04T09:20:20.966441+00:00", "ended_at": "2026-05-04T09:20:34.023246+00:00", "prompt_metrics": {"chars": 7839, "bytes_utf8": 7839, "lines": 240, "estimated_tokens": 2245}, "response_metrics": {"chars": 568, "bytes_utf8": 568, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 22334, "cached_input_tokens": 21888, "output_tokens": 240}, "stderr_preview": "2026-05-04T09:20:21.151735Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:20:23.522181Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL);\",\"notes\":\"Applied the Support-Guarded Group Average template with group_col=\\\"fixed acidity\\\", measure_col=\\\"volatile acidity\\\", min_group_size=5. CAST is used because the schema stores these numeric fields as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..42feffc75edc6898956e1fc7517e9c101a969e1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d27ac0c1cccc2bb6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_d27ac0c1cccc2bb6", + "api_calls": 0, + "input_tokens": 22334, + "cached_input_tokens": 21888, + "output_tokens": 240, + "total_tokens": 22574, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2245, + "estimated_output_tokens": 141, + "estimated_total_tokens": 2386, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13056.64, + "sql_execution_elapsed_ms_total": 4.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_d27ac0c1cccc2bb6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d6e0e967abfc55260951a6580435b964fe45d0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7845, "bytes_utf8": 7845, "lines": 238, "estimated_tokens": 2256}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 503, "bytes_utf8": 503, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22347, "cached_input_tokens": 20864, "output_tokens": 261}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bfbc42da1748872236056e9539348a008ed6a1bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_d362d0bcf15e2a15", + "api_calls": 0, + "input_tokens": 22347, + "cached_input_tokens": 20864, + "output_tokens": 261, + "total_tokens": 22608, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2256, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2390, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13876.49, + "sql_execution_elapsed_ms_total": 20.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_d362d0bcf15e2a15\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..efdb941fff2961ded932d7e62fd6e89b469f8f0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:30:53.141619+00:00", + "ended_at": "2026-05-04T09:31:07.009501+00:00", + "elapsed_ms": 13876.49, + "prompt_metrics": { + "chars": 7845, + "bytes_utf8": 7845, + "lines": 238, + "estimated_tokens": 2256 + }, + "stdout_metrics": { + "chars": 832, + "bytes_utf8": 832, + "lines": 4, + "estimated_tokens": 245 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 503, + "bytes_utf8": 503, + "lines": 1, + "estimated_tokens": 134 + }, + "usage": { + "input_tokens": 22347, + "cached_input_tokens": 20864, + "output_tokens": 261 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3c318e0d5c5594b22eb6eee13a2dd43fc8ab9d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=citric acid.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "citric acid", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..180dfbdd61bedf1b187a577160ff886931af322c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df253-85e8-7aa0-9a45-5c4607849b57"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"citric acid\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"citric acid\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n3\\\"\\n)\\nSELECT \\\"citric acid\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"citric acid\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"citric acid\\\" and used CAST(... AS REAL) so the TEXT-typed numeric values are ordered numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22347,"cached_input_tokens":20864,"output_tokens":261}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f10a850d717d693c07bc24e2fd57aef9b5e44fc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"citric acid\",\n NTILE(10) OVER (ORDER BY CAST(\"citric acid\" AS REAL) DESC) AS tail_bucket\n FROM \"n3\"\n)\nSELECT \"citric acid\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"citric acid\" AS REAL) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"citric acid\" and used CAST(... AS REAL) so the TEXT-typed numeric values are ordered numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b56f2be1681856ddb2577dd9d6700a1d5292d02d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:30:53.349440Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:30:55.650911Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:31:06.276800Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba87c0e98d29547e4e62cdc0cf9df746fb70e63e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=citric acid. +Result preview: [{"citric acid": "1.66"}, {"citric acid": "1.23"}, {"citric acid": "1"}, {"citric acid": "1"}, {"citric acid": "1"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a38bc58bd22d9e87cbda9598acc9edfdc004678 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n3_d362d0bcf15e2a15 +-- problem_id: v2p_n3_348e1db768b9650f +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "citric acid", + NTILE(10) OVER (ORDER BY CAST("citric acid" AS REAL) DESC) AS tail_bucket + FROM "n3" +) +SELECT "citric acid" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("citric acid" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7e620d50f22d1ab8d1db61dbed4cb68544dbb4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"citric acid\",\n NTILE(10) OVER (ORDER BY CAST(\"citric acid\" AS REAL) DESC) AS tail_bucket\n FROM \"n3\"\n)\nSELECT \"citric acid\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"citric acid\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"citric acid\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"citric acid\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n3\\\"\\n)\\nSELECT \\\"citric acid\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"citric acid\\\" AS REAL) DESC;\", \"columns\": [\"citric acid\"], \"rows\": [{\"citric acid\": \"1.66\"}, {\"citric acid\": \"1.23\"}, {\"citric acid\": \"1\"}, {\"citric acid\": \"1\"}, {\"citric acid\": \"1\"}, {\"citric acid\": \"1\"}, {\"citric acid\": \"1\"}, {\"citric acid\": \"0.99\"}, {\"citric acid\": \"0.91\"}, {\"citric acid\": \"0.91\"}, {\"citric acid\": \"0.88\"}, {\"citric acid\": \"0.86\"}, {\"citric acid\": \"0.82\"}, {\"citric acid\": \"0.82\"}, {\"citric acid\": \"0.81\"}, {\"citric acid\": \"0.81\"}, {\"citric acid\": \"0.8\"}, {\"citric acid\": \"0.8\"}, {\"citric acid\": \"0.79\"}, {\"citric acid\": \"0.79\"}, {\"citric acid\": \"0.78\"}, {\"citric acid\": \"0.78\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}, {\"citric acid\": \"0.74\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 20.5}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7c0aa6dd0c0c89162f224cb6e2969d2fb7fbc2a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:30:53.137619+00:00", + "ended_at": "2026-05-04T09:31:07.085440+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_d362d0bcf15e2a15", + "problem_id": "v2p_n3_348e1db768b9650f", + "dataset_id": "n3", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=citric acid.", + "bindings": { + "measure_col": "citric acid", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_d362d0bcf15e2a15.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_d362d0bcf15e2a15", + "api_calls": 0, + "input_tokens": 22347, + "cached_input_tokens": 20864, + "output_tokens": 261, + "total_tokens": 22608, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2256, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2390, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13876.49, + "sql_execution_elapsed_ms_total": 20.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_d362d0bcf15e2a15\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea7531c89913489afa0bfa1d5ea4aa9537bde261 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d362d0bcf15e2a15/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:31:07.052315+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13876.49, "started_at": "2026-05-04T09:30:53.141619+00:00", "ended_at": "2026-05-04T09:31:07.009501+00:00", "prompt_metrics": {"chars": 7845, "bytes_utf8": 7845, "lines": 238, "estimated_tokens": 2256}, "response_metrics": {"chars": 503, "bytes_utf8": 503, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22347, "cached_input_tokens": 20864, "output_tokens": 261}, "stderr_preview": "2026-05-04T09:30:53.349440Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:30:55.650911Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=sulphates.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a895b7477a967bcdf8f4bf4c1df33be5c9376a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23d-7c9b-7d31-bf74-375acd22780f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"sulphates\\\",\\n AVG(CAST(\\\"sulphates\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the planned Window Partition Average template with group_col and measure_col both bound to \\\"sulphates\\\". CAST to REAL is used because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22309,"cached_input_tokens":20864,"output_tokens":180}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b31e9a13cf0de196949c66a16deb4f63d62be31d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"sulphates\",\n AVG(CAST(\"sulphates\" AS REAL)) OVER (PARTITION BY \"sulphates\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Applied the planned Window Partition Average template with group_col and measure_col both bound to \"sulphates\". CAST to REAL is used because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2448832864e81e3f042031faa853989ea4abcce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:06:49.161742Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:06:51.661847Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:06:59.975569Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ae8c5fa99d639ff12cb5b3c503e012d7de60b50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=sulphates. +Result preview: [{"sulphates": "1.08", "avg_measure": 1.08}, {"sulphates": "1.06", "avg_measure": 1.06}, {"sulphates": "1.01", "avg_measure": 1.01}, {"sulphates": "1", "avg_measure": 1.0}, {"sulphates": "0.99", "avg_measure": 0.99}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..edeeb7b42c21eee7eb0690bc79970ea53bc615b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_d37583340514553c +-- problem_id: v2p_n3_79d3286fba017cfb +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "sulphates", + AVG(CAST("sulphates" AS REAL)) OVER (PARTITION BY "sulphates") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d49510788542073804b7064b212c05e0c683a52 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"sulphates\",\n AVG(CAST(\"sulphates\" AS REAL)) OVER (PARTITION BY \"sulphates\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"sulphates\\\",\\n AVG(CAST(\\\"sulphates\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sulphates\", \"avg_measure\"], \"rows\": [{\"sulphates\": \"1.08\", \"avg_measure\": 1.08}, {\"sulphates\": \"1.06\", \"avg_measure\": 1.06}, {\"sulphates\": \"1.01\", \"avg_measure\": 1.01}, {\"sulphates\": \"1\", \"avg_measure\": 1.0}, {\"sulphates\": \"0.99\", \"avg_measure\": 0.99}, {\"sulphates\": \"0.98\", \"avg_measure\": 0.98}, {\"sulphates\": \"0.97\", \"avg_measure\": 0.97}, {\"sulphates\": \"0.96\", \"avg_measure\": 0.96}, {\"sulphates\": \"0.95\", \"avg_measure\": 0.95}, {\"sulphates\": \"0.94\", \"avg_measure\": 0.94}, {\"sulphates\": \"0.92\", \"avg_measure\": 0.92}, {\"sulphates\": \"0.9\", \"avg_measure\": 0.9}, {\"sulphates\": \"0.89\", \"avg_measure\": 0.89}, {\"sulphates\": \"0.88\", \"avg_measure\": 0.88}, {\"sulphates\": \"0.87\", \"avg_measure\": 0.87}, {\"sulphates\": \"0.86\", \"avg_measure\": 0.86}, {\"sulphates\": \"0.85\", \"avg_measure\": 0.85}, {\"sulphates\": \"0.84\", \"avg_measure\": 0.84}, {\"sulphates\": \"0.83\", \"avg_measure\": 0.83}, {\"sulphates\": \"0.82\", \"avg_measure\": 0.8200000000000001}, {\"sulphates\": \"0.81\", \"avg_measure\": 0.8100000000000002}, {\"sulphates\": \"0.8\", \"avg_measure\": 0.8}, {\"sulphates\": \"0.79\", \"avg_measure\": 0.79}, {\"sulphates\": \"0.78\", \"avg_measure\": 0.78}, {\"sulphates\": \"0.77\", \"avg_measure\": 0.77}, {\"sulphates\": \"0.76\", \"avg_measure\": 0.76}, {\"sulphates\": \"0.75\", \"avg_measure\": 0.75}, {\"sulphates\": \"0.74\", \"avg_measure\": 0.74}, {\"sulphates\": \"0.73\", \"avg_measure\": 0.73}, {\"sulphates\": \"0.72\", \"avg_measure\": 0.72}, {\"sulphates\": \"0.71\", \"avg_measure\": 0.71}, {\"sulphates\": \"0.7\", \"avg_measure\": 0.7}, {\"sulphates\": \"0.69\", \"avg_measure\": 0.69}, {\"sulphates\": \"0.68\", \"avg_measure\": 0.68}, {\"sulphates\": \"0.67\", \"avg_measure\": 0.67}, {\"sulphates\": \"0.66\", \"avg_measure\": 0.66}, {\"sulphates\": \"0.65\", \"avg_measure\": 0.65}, {\"sulphates\": \"0.64\", \"avg_measure\": 0.64}, {\"sulphates\": \"0.63\", \"avg_measure\": 0.63}, {\"sulphates\": \"0.62\", \"avg_measure\": 0.62}, {\"sulphates\": \"0.61\", \"avg_measure\": 0.61}, {\"sulphates\": \"0.6\", \"avg_measure\": 0.6}, {\"sulphates\": \"0.59\", \"avg_measure\": 0.59}, {\"sulphates\": \"0.58\", \"avg_measure\": 0.58}, {\"sulphates\": \"0.57\", \"avg_measure\": 0.57}, {\"sulphates\": \"0.56\", \"avg_measure\": 0.56}, {\"sulphates\": \"0.55\", \"avg_measure\": 0.55}, {\"sulphates\": \"0.54\", \"avg_measure\": 0.54}, {\"sulphates\": \"0.53\", \"avg_measure\": 0.53}, {\"sulphates\": \"0.52\", \"avg_measure\": 0.52}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.24}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f6c5874650d560aeaab9a6b261eb528b6702fbe3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:06:48.968246+00:00", + "ended_at": "2026-05-04T09:07:00.856972+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_d37583340514553c", + "problem_id": "v2p_n3_79d3286fba017cfb", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=sulphates.", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_d37583340514553c.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_d37583340514553c", + "api_calls": 0, + "input_tokens": 22309, + "cached_input_tokens": 20864, + "output_tokens": 180, + "total_tokens": 22489, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2218, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2324, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11847.28, + "sql_execution_elapsed_ms_total": 13.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_d37583340514553c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd97d026beef489f141ab3fa85513ff75aa80c9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d37583340514553c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:07:00.836288+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11847.28, "started_at": "2026-05-04T09:06:48.970192+00:00", "ended_at": "2026-05-04T09:07:00.817558+00:00", "prompt_metrics": {"chars": 7758, "bytes_utf8": 7758, "lines": 240, "estimated_tokens": 2218}, "response_metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22309, "cached_input_tokens": 20864, "output_tokens": 180}, "stderr_preview": "2026-05-04T09:06:49.161742Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:06:51.661847Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d529aa7691766f75/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d529aa7691766f75/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd77e7402be51c33d96f496cd18fcd63998a64b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d529aa7691766f75/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_d529aa7691766f75\n-- problem_id: v2p_n3_2e9ce7732d5e09f0\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"sulphates\",\n COUNT(*) AS support,\n AVG(\"citric acid\") AS avg_response\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_d529aa7691766f75\\n-- problem_id: v2p_n3_2e9ce7732d5e09f0\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"sulphates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"citric acid\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"sulphates\", \"support\", \"avg_response\"], \"rows\": [{\"sulphates\": \"0.5\", \"support\": 249, \"avg_response\": 0.3278714859437751}, {\"sulphates\": \"0.46\", \"support\": 225, \"avg_response\": 0.33422222222222225}, {\"sulphates\": \"0.44\", \"support\": 216, \"avg_response\": 0.33708333333333335}, {\"sulphates\": \"0.38\", \"support\": 214, \"avg_response\": 0.30775700934579436}, {\"sulphates\": \"0.42\", \"support\": 181, \"avg_response\": 0.3330386740331492}, {\"sulphates\": \"0.48\", \"support\": 179, \"avg_response\": 0.3363687150837989}, {\"sulphates\": \"0.45\", \"support\": 178, \"avg_response\": 0.35151685393258425}, {\"sulphates\": \"0.47\", \"support\": 172, \"avg_response\": 0.3388953488372093}, {\"sulphates\": \"0.4\", \"support\": 168, \"avg_response\": 0.3382142857142857}, {\"sulphates\": \"0.54\", \"support\": 167, \"avg_response\": 0.3337724550898204}, {\"sulphates\": \"0.49\", \"support\": 166, \"avg_response\": 0.3486144578313253}, {\"sulphates\": \"0.43\", \"support\": 161, \"avg_response\": 0.34335403726708075}, {\"sulphates\": \"0.52\", \"support\": 156, \"avg_response\": 0.3312820512820513}, {\"sulphates\": \"0.39\", \"support\": 151, \"avg_response\": 0.32920529801324505}, {\"sulphates\": \"0.51\", \"support\": 140, \"avg_response\": 0.3365}, {\"sulphates\": \"0.41\", \"support\": 139, \"avg_response\": 0.32827338129496403}, {\"sulphates\": \"0.53\", \"support\": 135, \"avg_response\": 0.3453333333333333}, {\"sulphates\": \"0.37\", \"support\": 129, \"avg_response\": 0.30418604651162795}, {\"sulphates\": \"0.36\", \"support\": 120, \"avg_response\": 0.31916666666666665}, {\"sulphates\": \"0.56\", \"support\": 108, \"avg_response\": 0.324537037037037}, {\"sulphates\": \"0.55\", \"support\": 102, \"avg_response\": 0.3383333333333333}, {\"sulphates\": \"0.58\", \"support\": 99, \"avg_response\": 0.3323232323232323}, {\"sulphates\": \"0.59\", \"support\": 97, \"avg_response\": 0.34927835051546396}, {\"sulphates\": \"0.6\", \"support\": 88, \"avg_response\": 0.3281818181818182}, {\"sulphates\": \"0.35\", \"support\": 85, \"avg_response\": 0.29670588235294115}, {\"sulphates\": \"0.34\", \"support\": 84, \"avg_response\": 0.3286904761904762}, {\"sulphates\": \"0.57\", \"support\": 83, \"avg_response\": 0.33180722891566267}, {\"sulphates\": \"0.62\", \"support\": 68, \"avg_response\": 0.3416176470588235}, {\"sulphates\": \"0.64\", \"support\": 67, \"avg_response\": 0.35253731343283584}, {\"sulphates\": \"0.33\", \"support\": 59, \"avg_response\": 0.33186440677966106}, {\"sulphates\": \"0.32\", \"support\": 54, \"avg_response\": 0.32833333333333337}, {\"sulphates\": \"0.63\", \"support\": 48, \"avg_response\": 0.3127083333333333}, {\"sulphates\": \"0.61\", \"support\": 45, \"avg_response\": 0.3411111111111111}, {\"sulphates\": \"0.68\", \"support\": 44, \"avg_response\": 0.36727272727272725}, {\"sulphates\": \"0.66\", \"support\": 36, \"avg_response\": 0.32055555555555554}, {\"sulphates\": \"0.67\", \"support\": 35, \"avg_response\": 0.3402857142857143}, {\"sulphates\": \"0.31\", \"support\": 35, \"avg_response\": 0.33685714285714285}, {\"sulphates\": \"0.72\", \"support\": 33, \"avg_response\": 0.3187878787878788}, {\"sulphates\": \"0.3\", \"support\": 31, \"avg_response\": 0.33580645161290323}, {\"sulphates\": \"0.69\", \"support\": 30, \"avg_response\": 0.3446666666666667}, {\"sulphates\": \"0.65\", \"support\": 28, \"avg_response\": 0.3417857142857143}, {\"sulphates\": \"0.7\", \"support\": 27, \"avg_response\": 0.41555555555555557}, {\"sulphates\": \"0.75\", \"support\": 22, \"avg_response\": 0.3981818181818182}, {\"sulphates\": \"0.76\", \"support\": 19, \"avg_response\": 0.36894736842105263}, {\"sulphates\": \"0.78\", \"support\": 19, \"avg_response\": 0.3557894736842105}, {\"sulphates\": \"0.74\", \"support\": 19, \"avg_response\": 0.34421052631578947}, {\"sulphates\": \"0.71\", \"support\": 18, \"avg_response\": 0.28833333333333333}, {\"sulphates\": \"0.79\", \"support\": 16, \"avg_response\": 0.34625}, {\"sulphates\": \"0.77\", \"support\": 16, \"avg_response\": 0.320625}, {\"sulphates\": \"0.29\", \"support\": 16, \"avg_response\": 0.304375}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.12}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d529aa7691766f75/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d529aa7691766f75/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..424054086a160a77351d57357ea3e26677643b32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d529aa7691766f75/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.445868+00:00", + "ended_at": "2026-05-04T09:37:05.453722+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_d529aa7691766f75", + "problem_id": "v2p_n3_2e9ce7732d5e09f0", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=citric acid, key_col=sulphates.", + "bindings": { + "key_col": "sulphates", + "measure_col": "citric acid", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=35", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 35, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_d529aa7691766f75.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d529aa7691766f75/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d529aa7691766f75/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d529aa7691766f75/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3959f9fef49be90e77967abede42e97ec35f1f24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7911, "bytes_utf8": 7911, "lines": 243, "estimated_tokens": 2258}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 503, "bytes_utf8": 503, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 22349, "cached_input_tokens": 19840, "output_tokens": 212}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..97773ccd38691ee7fa9cf4fc57c9e84c283f327f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_d5b323b8393b9e2e", + "api_calls": 0, + "input_tokens": 22349, + "cached_input_tokens": 19840, + "output_tokens": 212, + "total_tokens": 22561, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2258, + "estimated_output_tokens": 125, + "estimated_total_tokens": 2383, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13070.25, + "sql_execution_elapsed_ms_total": 3.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_d5b323b8393b9e2e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6515c1662b809ed568e49a6c124e55188be4313d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:58:16.076101+00:00", + "ended_at": "2026-05-04T08:58:29.146316+00:00", + "elapsed_ms": 13070.25, + "prompt_metrics": { + "chars": 7911, + "bytes_utf8": 7911, + "lines": 243, + "estimated_tokens": 2258 + }, + "stdout_metrics": { + "chars": 824, + "bytes_utf8": 824, + "lines": 4, + "estimated_tokens": 222 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13158 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 503, + "bytes_utf8": 503, + "lines": 1, + "estimated_tokens": 125 + }, + "usage": { + "input_tokens": 22349, + "cached_input_tokens": 19840, + "output_tokens": 212 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..843e2417fde367cb274bdad405aa655d9e5fb135 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=quality, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..42572454e634794012a030db142ecc7301f5becc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df235-a915-7851-93dd-78461496cef4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the required Grouped Condition Rate template with both group_col and condition_col bound to \\\"quality\\\" and condition_value bound to '5'. Because the grouping column and condition column are the same, each group will yield either 1.0 for quality='5' or 0.0 otherwise.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22349,"cached_input_tokens":19840,"output_tokens":212}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ccafa1d00660085d28c8e9e8120a601f9098a14 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"quality\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY condition_rate DESC;","notes":"Applied the required Grouped Condition Rate template with both group_col and condition_col bound to \"quality\" and condition_value bound to '5'. Because the grouping column and condition column are the same, each group will yield either 1.0 for quality='5' or 0.0 otherwise."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3adbb796e294ce0b3bcd4a716fb5dc387a1f7481 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:58:16.285748Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:58:18.861597Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:58:28.175086Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0595c1cb998806aef14364ce6fb1f71f2e812b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=quality, condition_col=quality. +Result preview: [{"quality": "5", "condition_rate": 1.0}, {"quality": "9", "condition_rate": 0.0}, {"quality": "8", "condition_rate": 0.0}, {"quality": "7", "condition_rate": 0.0}, {"quality": "6", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c8be48ebcb22b353a275d09ea0e6c7529b4019b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_d5b323b8393b9e2e +-- problem_id: v2p_n3_05ae254f4a676ba6 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "quality" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50d0b1c446e3313a0fd2321fafc1f63302399237 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"quality\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"quality\", \"condition_rate\"], \"rows\": [{\"quality\": \"5\", \"condition_rate\": 1.0}, {\"quality\": \"9\", \"condition_rate\": 0.0}, {\"quality\": \"8\", \"condition_rate\": 0.0}, {\"quality\": \"7\", \"condition_rate\": 0.0}, {\"quality\": \"6\", \"condition_rate\": 0.0}, {\"quality\": \"4\", \"condition_rate\": 0.0}, {\"quality\": \"3\", \"condition_rate\": 0.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..105a15fc8614f446eaed4a7f43f95bb005812dfc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:58:16.072964+00:00", + "ended_at": "2026-05-04T08:58:29.174416+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_d5b323b8393b9e2e", + "problem_id": "v2p_n3_05ae254f4a676ba6", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=quality, condition_col=quality.", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_d5b323b8393b9e2e.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_d5b323b8393b9e2e", + "api_calls": 0, + "input_tokens": 22349, + "cached_input_tokens": 19840, + "output_tokens": 212, + "total_tokens": 22561, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2258, + "estimated_output_tokens": 125, + "estimated_total_tokens": 2383, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13070.25, + "sql_execution_elapsed_ms_total": 3.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_d5b323b8393b9e2e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..83dc0d8122ec7501db661a08aa103ed351aca7f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d5b323b8393b9e2e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:58:29.165286+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13070.25, "started_at": "2026-05-04T08:58:16.076101+00:00", "ended_at": "2026-05-04T08:58:29.146316+00:00", "prompt_metrics": {"chars": 7911, "bytes_utf8": 7911, "lines": 243, "estimated_tokens": 2258}, "response_metrics": {"chars": 503, "bytes_utf8": 503, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 22349, "cached_input_tokens": 19840, "output_tokens": 212}, "stderr_preview": "2026-05-04T08:58:16.285748Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:58:18.861597Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d9ae85a37fa79798/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d9ae85a37fa79798/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c65977495bc6ca3ddec8fbf1074f1d27c563d11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d9ae85a37fa79798/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_d9ae85a37fa79798\n-- problem_id: v2p_n3_b5613f313898c728\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"free sulfur dioxide\",\n COUNT(*) AS support,\n AVG(\"citric acid\") AS avg_response\nFROM \"n3\"\nGROUP BY \"free sulfur dioxide\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_d9ae85a37fa79798\\n-- problem_id: v2p_n3_b5613f313898c728\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"free sulfur dioxide\\\",\\n COUNT(*) AS support,\\n AVG(\\\"citric acid\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"free sulfur dioxide\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"free sulfur dioxide\", \"support\", \"avg_response\"], \"rows\": [{\"free sulfur dioxide\": \"29\", \"support\": 160, \"avg_response\": 0.3290625}, {\"free sulfur dioxide\": \"31\", \"support\": 132, \"avg_response\": 0.32575757575757575}, {\"free sulfur dioxide\": \"35\", \"support\": 129, \"avg_response\": 0.34147286821705425}, {\"free sulfur dioxide\": \"26\", \"support\": 129, \"avg_response\": 0.3155813953488372}, {\"free sulfur dioxide\": \"34\", \"support\": 128, \"avg_response\": 0.334921875}, {\"free sulfur dioxide\": \"36\", \"support\": 127, \"avg_response\": 0.32637795275590553}, {\"free sulfur dioxide\": \"24\", \"support\": 118, \"avg_response\": 0.3114406779661017}, {\"free sulfur dioxide\": \"28\", \"support\": 112, \"avg_response\": 0.32901785714285714}, {\"free sulfur dioxide\": \"33\", \"support\": 112, \"avg_response\": 0.32633928571428567}, {\"free sulfur dioxide\": \"37\", \"support\": 111, \"avg_response\": 0.3344144144144144}, {\"free sulfur dioxide\": \"25\", \"support\": 111, \"avg_response\": 0.30675675675675673}, {\"free sulfur dioxide\": \"23\", \"support\": 110, \"avg_response\": 0.31436363636363635}, {\"free sulfur dioxide\": \"32\", \"support\": 109, \"avg_response\": 0.3228440366972477}, {\"free sulfur dioxide\": \"41\", \"support\": 104, \"avg_response\": 0.32134615384615384}, {\"free sulfur dioxide\": \"40\", \"support\": 103, \"avg_response\": 0.3212621359223301}, {\"free sulfur dioxide\": \"22\", \"support\": 102, \"avg_response\": 0.3365686274509804}, {\"free sulfur dioxide\": \"38\", \"support\": 102, \"avg_response\": 0.32196078431372555}, {\"free sulfur dioxide\": \"45\", \"support\": 101, \"avg_response\": 0.3213861386138614}, {\"free sulfur dioxide\": \"20\", \"support\": 101, \"avg_response\": 0.31574257425742575}, {\"free sulfur dioxide\": \"27\", \"support\": 99, \"avg_response\": 0.32484848484848483}, {\"free sulfur dioxide\": \"30\", \"support\": 99, \"avg_response\": 0.31707070707070706}, {\"free sulfur dioxide\": \"21\", \"support\": 93, \"avg_response\": 0.34258064516129033}, {\"free sulfur dioxide\": \"47\", \"support\": 91, \"avg_response\": 0.34164835164835167}, {\"free sulfur dioxide\": \"17\", \"support\": 89, \"avg_response\": 0.31842696629213485}, {\"free sulfur dioxide\": \"39\", \"support\": 89, \"avg_response\": 0.30786516853932583}, {\"free sulfur dioxide\": \"42\", \"support\": 86, \"avg_response\": 0.35930232558139535}, {\"free sulfur dioxide\": \"19\", \"support\": 84, \"avg_response\": 0.3142857142857143}, {\"free sulfur dioxide\": \"49\", \"support\": 82, \"avg_response\": 0.346219512195122}, {\"free sulfur dioxide\": \"18\", \"support\": 80, \"avg_response\": 0.32487499999999997}, {\"free sulfur dioxide\": \"15\", \"support\": 79, \"avg_response\": 0.3307594936708861}, {\"free sulfur dioxide\": \"44\", \"support\": 75, \"avg_response\": 0.3458666666666667}, {\"free sulfur dioxide\": \"52\", \"support\": 72, \"avg_response\": 0.38083333333333336}, {\"free sulfur dioxide\": \"53\", \"support\": 68, \"avg_response\": 0.36647058823529416}, {\"free sulfur dioxide\": \"14\", \"support\": 68, \"avg_response\": 0.3552941176470588}, {\"free sulfur dioxide\": \"48\", \"support\": 66, \"avg_response\": 0.33909090909090905}, {\"free sulfur dioxide\": \"50\", \"support\": 64, \"avg_response\": 0.3640625}, {\"free sulfur dioxide\": \"46\", \"support\": 64, \"avg_response\": 0.36062500000000003}, {\"free sulfur dioxide\": \"43\", \"support\": 63, \"avg_response\": 0.3219047619047619}, {\"free sulfur dioxide\": \"54\", \"support\": 61, \"avg_response\": 0.3621311475409836}, {\"free sulfur dioxide\": \"55\", \"support\": 58, \"avg_response\": 0.35810344827586205}, {\"free sulfur dioxide\": \"16\", \"support\": 58, \"avg_response\": 0.3253448275862069}, {\"free sulfur dioxide\": \"10\", \"support\": 55, \"avg_response\": 0.32527272727272727}, {\"free sulfur dioxide\": \"13\", \"support\": 55, \"avg_response\": 0.3}, {\"free sulfur dioxide\": \"51\", \"support\": 54, \"avg_response\": 0.3666666666666667}, {\"free sulfur dioxide\": \"12\", \"support\": 51, \"avg_response\": 0.33039215686274515}, {\"free sulfur dioxide\": \"61\", \"support\": 47, \"avg_response\": 0.3872340425531915}, {\"free sulfur dioxide\": \"11\", \"support\": 45, \"avg_response\": 0.31355555555555553}, {\"free sulfur dioxide\": \"57\", \"support\": 44, \"avg_response\": 0.3234090909090909}, {\"free sulfur dioxide\": \"56\", \"support\": 42, \"avg_response\": 0.35595238095238096}, {\"free sulfur dioxide\": \"59\", \"support\": 39, \"avg_response\": 0.35307692307692307}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.72}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d9ae85a37fa79798/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d9ae85a37fa79798/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..30ac3580472a126476c7a10d6df86892fcf3cbc0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d9ae85a37fa79798/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.251094+00:00", + "ended_at": "2026-05-04T09:37:05.258028+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_d9ae85a37fa79798", + "problem_id": "v2p_n3_b5613f313898c728", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=citric acid, key_col=free sulfur dioxide.", + "bindings": { + "key_col": "free sulfur dioxide", + "measure_col": "citric acid", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=19", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 19, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_d9ae85a37fa79798.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d9ae85a37fa79798/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d9ae85a37fa79798/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_d9ae85a37fa79798/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34acad76769b8496ef8c9c723ab8109825b1f578 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7849, "bytes_utf8": 7849, "lines": 240, "estimated_tokens": 2245}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 581, "bytes_utf8": 581, "lines": 1, "estimated_tokens": 150}, "usage": {"input_tokens": 22336, "cached_input_tokens": 19840, "output_tokens": 437}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..43f1ef151dc7cc8c0ff5c288bae8db42355c9ee8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_dacc21d0afd9afbd", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 19840, + "output_tokens": 437, + "total_tokens": 22773, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2245, + "estimated_output_tokens": 150, + "estimated_total_tokens": 2395, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15953.35, + "sql_execution_elapsed_ms_total": 3.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_dacc21d0afd9afbd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..795501630f40787770c5721b0bd09ee4eedd2585 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:24:26.680466+00:00", + "ended_at": "2026-05-04T09:24:42.633894+00:00", + "elapsed_ms": 15953.35, + "prompt_metrics": { + "chars": 7849, + "bytes_utf8": 7849, + "lines": 240, + "estimated_tokens": 2245 + }, + "stdout_metrics": { + "chars": 908, + "bytes_utf8": 908, + "lines": 4, + "estimated_tokens": 256 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13202 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 581, + "bytes_utf8": 581, + "lines": 1, + "estimated_tokens": 150 + }, + "usage": { + "input_tokens": 22336, + "cached_input_tokens": 19840, + "output_tokens": 437 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..43afc501269eb833d66462e8218222a2238d2d30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=sulphates.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c43176c5f996989d2921c6c329bbfb081f6eda5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24d-a048-7e02-b4d4-f22145a5414e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT \\\"sulphates\\\",\\n CAST(\\\"sulphates\\\" AS REAL) AS percentile_measure\\nFROM \\\"n3\\\"\\nWHERE \\\"sulphates\\\" IS NOT NULL\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY percentile_measure DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are bound to \\\"sulphates\\\", each group contains a single sulphates value, so the 0.9 percentile within a group collapses to that grouped value itself. Included HAVING COUNT(*) >= 5 to respect the provided min_group_size binding.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22336,"cached_input_tokens":19840,"output_tokens":437}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..719229e6e592986349e0c21ee84dc707d54dbc09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT \"sulphates\",\n CAST(\"sulphates\" AS REAL) AS percentile_measure\nFROM \"n3\"\nWHERE \"sulphates\" IS NOT NULL\nGROUP BY \"sulphates\"\nHAVING COUNT(*) >= 5\nORDER BY percentile_measure DESC;","notes":"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are bound to \"sulphates\", each group contains a single sulphates value, so the 0.9 percentile within a group collapses to that grouped value itself. Included HAVING COUNT(*) >= 5 to respect the provided min_group_size binding."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..adecad1c4546a1ee8ac024072becb3880d1897ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:24:26.939209Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:24:29.557310Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:24:41.869891Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f81c174d58fd69d4026c6ee722ff0a53cd068729 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=sulphates. +Result preview: [{"sulphates": "0.98", "percentile_measure": 0.98}, {"sulphates": "0.95", "percentile_measure": 0.95}, {"sulphates": "0.9", "percentile_measure": 0.9}, {"sulphates": "0.88", "percentile_measure": 0.88}, {"sulphates": "0.82", "percentile_measure": 0.82}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8bc796ff01ae2f33e16ad0057c40d2f3ef61a2d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_dacc21d0afd9afbd +-- problem_id: v2p_n3_ac712da8cfcd5600 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", + CAST("sulphates" AS REAL) AS percentile_measure +FROM "n3" +WHERE "sulphates" IS NOT NULL +GROUP BY "sulphates" +HAVING COUNT(*) >= 5 +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..293846c9e3e6d512af73ed84874fa199fb099dff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nSELECT \"sulphates\",\n CAST(\"sulphates\" AS REAL) AS percentile_measure\nFROM \"n3\"\nWHERE \"sulphates\" IS NOT NULL\nGROUP BY \"sulphates\"\nHAVING COUNT(*) >= 5\nORDER BY percentile_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nSELECT \\\"sulphates\\\",\\n CAST(\\\"sulphates\\\" AS REAL) AS percentile_measure\\nFROM \\\"n3\\\"\\nWHERE \\\"sulphates\\\" IS NOT NULL\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY percentile_measure DESC;\", \"columns\": [\"sulphates\", \"percentile_measure\"], \"rows\": [{\"sulphates\": \"0.98\", \"percentile_measure\": 0.98}, {\"sulphates\": \"0.95\", \"percentile_measure\": 0.95}, {\"sulphates\": \"0.9\", \"percentile_measure\": 0.9}, {\"sulphates\": \"0.88\", \"percentile_measure\": 0.88}, {\"sulphates\": \"0.82\", \"percentile_measure\": 0.82}, {\"sulphates\": \"0.81\", \"percentile_measure\": 0.81}, {\"sulphates\": \"0.8\", \"percentile_measure\": 0.8}, {\"sulphates\": \"0.79\", \"percentile_measure\": 0.79}, {\"sulphates\": \"0.78\", \"percentile_measure\": 0.78}, {\"sulphates\": \"0.77\", \"percentile_measure\": 0.77}, {\"sulphates\": \"0.76\", \"percentile_measure\": 0.76}, {\"sulphates\": \"0.75\", \"percentile_measure\": 0.75}, {\"sulphates\": \"0.74\", \"percentile_measure\": 0.74}, {\"sulphates\": \"0.73\", \"percentile_measure\": 0.73}, {\"sulphates\": \"0.72\", \"percentile_measure\": 0.72}, {\"sulphates\": \"0.71\", \"percentile_measure\": 0.71}, {\"sulphates\": \"0.7\", \"percentile_measure\": 0.7}, {\"sulphates\": \"0.69\", \"percentile_measure\": 0.69}, {\"sulphates\": \"0.68\", \"percentile_measure\": 0.68}, {\"sulphates\": \"0.67\", \"percentile_measure\": 0.67}, {\"sulphates\": \"0.66\", \"percentile_measure\": 0.66}, {\"sulphates\": \"0.65\", \"percentile_measure\": 0.65}, {\"sulphates\": \"0.64\", \"percentile_measure\": 0.64}, {\"sulphates\": \"0.63\", \"percentile_measure\": 0.63}, {\"sulphates\": \"0.62\", \"percentile_measure\": 0.62}, {\"sulphates\": \"0.61\", \"percentile_measure\": 0.61}, {\"sulphates\": \"0.6\", \"percentile_measure\": 0.6}, {\"sulphates\": \"0.59\", \"percentile_measure\": 0.59}, {\"sulphates\": \"0.58\", \"percentile_measure\": 0.58}, {\"sulphates\": \"0.57\", \"percentile_measure\": 0.57}, {\"sulphates\": \"0.56\", \"percentile_measure\": 0.56}, {\"sulphates\": \"0.55\", \"percentile_measure\": 0.55}, {\"sulphates\": \"0.54\", \"percentile_measure\": 0.54}, {\"sulphates\": \"0.53\", \"percentile_measure\": 0.53}, {\"sulphates\": \"0.52\", \"percentile_measure\": 0.52}, {\"sulphates\": \"0.51\", \"percentile_measure\": 0.51}, {\"sulphates\": \"0.5\", \"percentile_measure\": 0.5}, {\"sulphates\": \"0.49\", \"percentile_measure\": 0.49}, {\"sulphates\": \"0.48\", \"percentile_measure\": 0.48}, {\"sulphates\": \"0.47\", \"percentile_measure\": 0.47}, {\"sulphates\": \"0.46\", \"percentile_measure\": 0.46}, {\"sulphates\": \"0.45\", \"percentile_measure\": 0.45}, {\"sulphates\": \"0.44\", \"percentile_measure\": 0.44}, {\"sulphates\": \"0.43\", \"percentile_measure\": 0.43}, {\"sulphates\": \"0.42\", \"percentile_measure\": 0.42}, {\"sulphates\": \"0.41\", \"percentile_measure\": 0.41}, {\"sulphates\": \"0.4\", \"percentile_measure\": 0.4}, {\"sulphates\": \"0.39\", \"percentile_measure\": 0.39}, {\"sulphates\": \"0.38\", \"percentile_measure\": 0.38}, {\"sulphates\": \"0.37\", \"percentile_measure\": 0.37}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.95}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bc1947a67f81c45b9861fd1918c2bf5fd894b398 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:24:26.677768+00:00", + "ended_at": "2026-05-04T09:24:42.669467+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_dacc21d0afd9afbd", + "problem_id": "v2p_n3_ac712da8cfcd5600", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=sulphates.", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_dacc21d0afd9afbd.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_dacc21d0afd9afbd", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 19840, + "output_tokens": 437, + "total_tokens": 22773, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2245, + "estimated_output_tokens": 150, + "estimated_total_tokens": 2395, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15953.35, + "sql_execution_elapsed_ms_total": 3.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_dacc21d0afd9afbd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1b223040dcb9bd2a5b78a5849b32806ad35fa66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:24:42.655246+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15953.35, "started_at": "2026-05-04T09:24:26.680466+00:00", "ended_at": "2026-05-04T09:24:42.633894+00:00", "prompt_metrics": {"chars": 7849, "bytes_utf8": 7849, "lines": 240, "estimated_tokens": 2245}, "response_metrics": {"chars": 581, "bytes_utf8": 581, "lines": 1, "estimated_tokens": 150}, "usage": {"input_tokens": 22336, "cached_input_tokens": 19840, "output_tokens": 437}, "stderr_preview": "2026-05-04T09:24:26.939209Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:24:29.557310Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY percentile_measure DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are bound to \\\"sulphates\\\", each group contains a single sulphates value, so the 0.9 percentile within a group collapses to that grouped value itself. Included HAVING COUNT(*) >= 5 to respect the provided min_group_size binding.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a219ac3173a07e0cdbae01f08a71471dfc47e874 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dacc21d0afd9afbd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_dacc21d0afd9afbd", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 19840, + "output_tokens": 437, + "total_tokens": 22773, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2245, + "estimated_output_tokens": 150, + "estimated_total_tokens": 2395, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15953.35, + "sql_execution_elapsed_ms_total": 3.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_dacc21d0afd9afbd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d7a84e0834b489e1e9bde22a291c4d9433cc3d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7925, "bytes_utf8": 7925, "lines": 243, "estimated_tokens": 2261}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22352, "cached_input_tokens": 19840, "output_tokens": 180}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ba67f05f61f6cc050a6ca632fdc5e5e9cf27c378 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_dda2b3aba64be4f9", + "api_calls": 0, + "input_tokens": 22352, + "cached_input_tokens": 19840, + "output_tokens": 180, + "total_tokens": 22532, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2261, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2363, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11949.34, + "sql_execution_elapsed_ms_total": 3.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_dda2b3aba64be4f9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..133ca37ac50441579ce28609210bea504d59d36d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:57:12.487647+00:00", + "ended_at": "2026-05-04T08:57:24.435324+00:00", + "elapsed_ms": 11949.34, + "prompt_metrics": { + "chars": 7925, + "bytes_utf8": 7925, + "lines": 243, + "estimated_tokens": 2261 + }, + "stdout_metrics": { + "chars": 745, + "bytes_utf8": 745, + "lines": 4, + "estimated_tokens": 207 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13271 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 420, + "bytes_utf8": 420, + "lines": 1, + "estimated_tokens": 102 + }, + "usage": { + "input_tokens": 22352, + "cached_input_tokens": 19840, + "output_tokens": 180 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05a54a54b7114f9718e73f0d21e9c27aa71b0cfb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1be8bf26af19ae76a0a5e48d1e4f862fdf2beef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df234-b0e0-74f0-8594-570d6689ae94"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with group_col=\\\"fixed acidity\\\" and condition_col=\\\"quality\\\", measuring the within-group proportion of rows where quality = '6'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22352,"cached_input_tokens":19840,"output_tokens":180}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fddd72f0eeeae7060e0012c43b0c94a3670320ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY condition_rate DESC;","notes":"Uses the provided Grouped Condition Rate template with group_col=\"fixed acidity\" and condition_col=\"quality\", measuring the within-group proportion of rows where quality = '6'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6600e5c66a7f1c81f593c5ce3afb6ce1050eb1d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:57:12.737219Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:57:15.168130Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:57:23.500236Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e17c4484a304e6e9b7588f3442becbfc90fa8c9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, condition_col=quality. +Result preview: [{"fixed acidity": "7.15", "condition_rate": 1.0}, {"fixed acidity": "3.8", "condition_rate": 1.0}, {"fixed acidity": "14.2", "condition_rate": 1.0}, {"fixed acidity": "10.7", "condition_rate": 1.0}, {"fixed acidity": "9.7", "condition_rate": 0.75}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0c8127e83bdc77bc2b94634cb759355821856ca0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_dda2b3aba64be4f9 +-- problem_id: v2p_n3_996d0b7edd4dee4e +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ccfec3501b04ec0472039a441e472380082b838 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"fixed acidity\", \"condition_rate\"], \"rows\": [{\"fixed acidity\": \"7.15\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"3.8\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"14.2\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"10.7\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"9.7\", \"condition_rate\": 0.75}, {\"fixed acidity\": \"10\", \"condition_rate\": 0.6666666666666666}, {\"fixed acidity\": \"8.5\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"5.7\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"8.1\", \"condition_rate\": 0.6071428571428571}, {\"fixed acidity\": \"5\", \"condition_rate\": 0.5833333333333334}, {\"fixed acidity\": \"8.8\", \"condition_rate\": 0.5555555555555556}, {\"fixed acidity\": \"7.8\", \"condition_rate\": 0.5376344086021505}, {\"fixed acidity\": \"9\", \"condition_rate\": 0.5294117647058824}, {\"fixed acidity\": \"6.3\", \"condition_rate\": 0.526595744680851}, {\"fixed acidity\": \"5.1\", \"condition_rate\": 0.5217391304347826}, {\"fixed acidity\": \"8.3\", \"condition_rate\": 0.5192307692307693}, {\"fixed acidity\": \"5.3\", \"condition_rate\": 0.5185185185185185}, {\"fixed acidity\": \"8.4\", \"condition_rate\": 0.5142857142857142}, {\"fixed acidity\": \"9.9\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"9.5\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"7.9\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"6.2\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"7\", \"condition_rate\": 0.4956896551724138}, {\"fixed acidity\": \"6.6\", \"condition_rate\": 0.4724137931034483}, {\"fixed acidity\": \"6\", \"condition_rate\": 0.4673913043478261}, {\"fixed acidity\": \"5.9\", \"condition_rate\": 0.46601941747572817}, {\"fixed acidity\": \"7.7\", \"condition_rate\": 0.46236559139784944}, {\"fixed acidity\": \"6.8\", \"condition_rate\": 0.4577922077922078}, {\"fixed acidity\": \"5.6\", \"condition_rate\": 0.4507042253521127}, {\"fixed acidity\": \"8\", \"condition_rate\": 0.45}, {\"fixed acidity\": \"7.3\", \"condition_rate\": 0.4438202247191011}, {\"fixed acidity\": \"6.1\", \"condition_rate\": 0.432258064516129}, {\"fixed acidity\": \"6.7\", \"condition_rate\": 0.4322033898305085}, {\"fixed acidity\": \"5.4\", \"condition_rate\": 0.42857142857142855}, {\"fixed acidity\": \"6.9\", \"condition_rate\": 0.42738589211618255}, {\"fixed acidity\": \"7.5\", \"condition_rate\": 0.42276422764227645}, {\"fixed acidity\": \"7.2\", \"condition_rate\": 0.4223300970873786}, {\"fixed acidity\": \"6.5\", \"condition_rate\": 0.4222222222222222}, {\"fixed acidity\": \"6.4\", \"condition_rate\": 0.42142857142857143}, {\"fixed acidity\": \"5.5\", \"condition_rate\": 0.41935483870967744}, {\"fixed acidity\": \"7.4\", \"condition_rate\": 0.4020618556701031}, {\"fixed acidity\": \"9.6\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"4.7\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"7.1\", \"condition_rate\": 0.395}, {\"fixed acidity\": \"8.2\", \"condition_rate\": 0.39285714285714285}, {\"fixed acidity\": \"9.2\", \"condition_rate\": 0.38095238095238093}, {\"fixed acidity\": \"5.8\", \"condition_rate\": 0.38016528925619836}, {\"fixed acidity\": \"7.6\", \"condition_rate\": 0.35947712418300654}, {\"fixed acidity\": \"5.2\", \"condition_rate\": 0.35714285714285715}, {\"fixed acidity\": \"4.8\", \"condition_rate\": 0.3333333333333333}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.65}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c977ecfe58ff2094953d978475ad965ed62d9f26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:57:12.484551+00:00", + "ended_at": "2026-05-04T08:57:24.465791+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_dda2b3aba64be4f9", + "problem_id": "v2p_n3_996d0b7edd4dee4e", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_dda2b3aba64be4f9.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_dda2b3aba64be4f9", + "api_calls": 0, + "input_tokens": 22352, + "cached_input_tokens": 19840, + "output_tokens": 180, + "total_tokens": 22532, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2261, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2363, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11949.34, + "sql_execution_elapsed_ms_total": 3.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_dda2b3aba64be4f9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50ccec5939418a752c683d5b247c67263a75c137 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dda2b3aba64be4f9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:57:24.455040+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11949.34, "started_at": "2026-05-04T08:57:12.487647+00:00", "ended_at": "2026-05-04T08:57:24.435324+00:00", "prompt_metrics": {"chars": 7925, "bytes_utf8": 7925, "lines": 243, "estimated_tokens": 2261}, "response_metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22352, "cached_input_tokens": 19840, "output_tokens": 180}, "stderr_preview": "2026-05-04T08:57:12.737219Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:57:15.168130Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da77cc4b9e597d89a27c38922e97dcf4c2ad1102 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df255-78f4-7841-8538-3dd85d1b2e5a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"citric acid\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING SUM(CAST(\\\"citric acid\\\" AS REAL)) > 0.39\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the planned Thresholded Group Ranking template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"citric acid\\\". Casted \\\"citric acid\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22336,"cached_input_tokens":21888,"output_tokens":167}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e793e5de45de4d649e9a2e772afcbaa7fe783e3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"fixed acidity\", SUM(CAST(\"citric acid\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING SUM(CAST(\"citric acid\" AS REAL)) > 0.39\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Used the planned Thresholded Group Ranking template with group_col=\"fixed acidity\" and measure_col=\"citric acid\". Casted \"citric acid\" to REAL because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7310b00e1406c5c78ab447d4647ffdeefeb721a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:33:01.103054Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:33:03.461511Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:33:12.664963Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c4a0d38f27ec080f3423f7d6cb929f53eac497d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=citric acid. +Result preview: [{"fixed acidity": "6.8", "total_measure": 103.06}, {"fixed acidity": "6.6", "total_measure": 93.34}, {"fixed acidity": "6.4", "total_measure": 89.46}, {"fixed acidity": "6.9", "total_measure": 80.38}, {"fixed acidity": "6.7", "total_measure": 79.71}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..55ed07045d049f9ba1f1572965aae0f413bbef4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_deb1b01c986dc144 +-- problem_id: v2p_n3_4d991f250eaf6329 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("citric acid" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "fixed acidity" +HAVING SUM(CAST("citric acid" AS REAL)) > 0.39 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc336cb92b92f617dec185097f343ff892e3b877 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"fixed acidity\", SUM(CAST(\"citric acid\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING SUM(CAST(\"citric acid\" AS REAL)) > 0.39\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"citric acid\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING SUM(CAST(\\\"citric acid\\\" AS REAL)) > 0.39\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"fixed acidity\", \"total_measure\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"total_measure\": 103.06}, {\"fixed acidity\": \"6.6\", \"total_measure\": 93.34}, {\"fixed acidity\": \"6.4\", \"total_measure\": 89.46}, {\"fixed acidity\": \"6.9\", \"total_measure\": 80.38}, {\"fixed acidity\": \"6.7\", \"total_measure\": 79.71}, {\"fixed acidity\": \"7\", \"total_measure\": 76.15}, {\"fixed acidity\": \"6.5\", \"total_measure\": 74.23}, {\"fixed acidity\": \"7.2\", \"total_measure\": 73.18}, {\"fixed acidity\": \"7.1\", \"total_measure\": 69.77}, {\"fixed acidity\": \"7.4\", \"total_measure\": 67.23}, {\"fixed acidity\": \"7.3\", \"total_measure\": 63.04}, {\"fixed acidity\": \"6.3\", \"total_measure\": 60.9}, {\"fixed acidity\": \"6.2\", \"total_measure\": 59.160000000000004}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..251f04e4a441702be1a47e8be6d4c90e4b0e1aef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:33:00.863970+00:00", + "ended_at": "2026-05-04T09:33:13.499114+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_deb1b01c986dc144", + "problem_id": "v2p_n3_4d991f250eaf6329", + "dataset_id": "n3", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=123" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_deb1b01c986dc144.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_deb1b01c986dc144", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 21888, + "output_tokens": 167, + "total_tokens": 22503, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 126, + "estimated_total_tokens": 2373, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12590.22, + "sql_execution_elapsed_ms_total": 7.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_deb1b01c986dc144\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..63b08ef2e33d7e2ed644b6bee1e94dcbb67a5c5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:33:13.472470+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12590.22, "started_at": "2026-05-04T09:33:00.866285+00:00", "ended_at": "2026-05-04T09:33:13.456918+00:00", "prompt_metrics": {"chars": 7853, "bytes_utf8": 7853, "lines": 240, "estimated_tokens": 2247}, "response_metrics": {"chars": 489, "bytes_utf8": 489, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 22336, "cached_input_tokens": 21888, "output_tokens": 167}, "stderr_preview": "2026-05-04T09:33:01.103054Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:33:03.461511Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0.39\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the planned Thresholded Group Ranking template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"citric acid\\\". Casted \\\"citric acid\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3d5b26fdcf38a4f7010f4b740c42dbcf04ff7465 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_deb1b01c986dc144/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_deb1b01c986dc144", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 21888, + "output_tokens": 167, + "total_tokens": 22503, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 126, + "estimated_total_tokens": 2373, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12590.22, + "sql_execution_elapsed_ms_total": 7.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_deb1b01c986dc144\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb0c459c7eaec73aa4f554d17a41c045d288a15b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7708, "bytes_utf8": 7708, "lines": 240, "estimated_tokens": 2203}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22294, "cached_input_tokens": 20864, "output_tokens": 206}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7930355cb805bc8c2b9f2b57c8732a59e62dc6cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_dfbd393539faa59d", + "api_calls": 0, + "input_tokens": 22294, + "cached_input_tokens": 20864, + "output_tokens": 206, + "total_tokens": 22500, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2203, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2300, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14059.0, + "sql_execution_elapsed_ms_total": 3.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_dfbd393539faa59d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6b8b7f76392de1817ac719ba20e987745219dab7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:12:58.546063+00:00", + "ended_at": "2026-05-04T09:13:12.604583+00:00", + "elapsed_ms": 14059.0, + "prompt_metrics": { + "chars": 7708, + "bytes_utf8": 7708, + "lines": 240, + "estimated_tokens": 2203 + }, + "stdout_metrics": { + "chars": 742, + "bytes_utf8": 742, + "lines": 4, + "estimated_tokens": 203 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13255 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 414, + "bytes_utf8": 414, + "lines": 1, + "estimated_tokens": 97 + }, + "usage": { + "input_tokens": 22294, + "cached_input_tokens": 20864, + "output_tokens": 206 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8142465610035d50e59c3980be1bcbd3a7aa4e61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3138842cbc0a1b7b73d19c026cb5145516961064 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df243-2049-73e3-bbda-ba43ffbf3dcf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"free sulfur dioxide\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"free sulfur dioxide\\\". Cast \\\"free sulfur dioxide\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22294,"cached_input_tokens":20864,"output_tokens":206}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d65db2c9934337cb4be3ffb0514c6774b8cfc916 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"fixed acidity\", AVG(CAST(\"free sulfur dioxide\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"fixed acidity\" and measure_col=\"free sulfur dioxide\". Cast \"free sulfur dioxide\" to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9d066224d7762593a15b90bdaf02a5ae8cdd657 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:12:58.784585Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:13:01.312087Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:13:11.732964Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1470e0bc34496576fba85c4f4b35e409420194e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide. +Result preview: [{"fixed acidity": "4.5", "avg_measure": 89.0}, {"fixed acidity": "4.2", "avg_measure": 78.5}, {"fixed acidity": "7.15", "avg_measure": 56.0}, {"fixed acidity": "6.45", "avg_measure": 51.0}, {"fixed acidity": "4.9", "avg_measure": 47.857142857142854}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe3246481368d4e248321d3d54a14820af06faf6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_dfbd393539faa59d +-- problem_id: v2p_n3_ce4fb477404b19c1 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("free sulfur dioxide" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04ed16374432872305c5b9920ef76d37edcd2dbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"fixed acidity\", AVG(CAST(\"free sulfur dioxide\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"free sulfur dioxide\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"4.5\", \"avg_measure\": 89.0}, {\"fixed acidity\": \"4.2\", \"avg_measure\": 78.5}, {\"fixed acidity\": \"7.15\", \"avg_measure\": 56.0}, {\"fixed acidity\": \"6.45\", \"avg_measure\": 51.0}, {\"fixed acidity\": \"4.9\", \"avg_measure\": 47.857142857142854}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 39.00797872340426}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 38.50813008130081}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 38.40584415584416}, {\"fixed acidity\": \"4.4\", \"avg_measure\": 38.0}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 37.674157303370784}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 37.608247422680414}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 37.438709677419354}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 37.15357142857143}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 37.1328125}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 37.014830508474574}, {\"fixed acidity\": \"10.7\", \"avg_measure\": 37.0}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 36.65555555555556}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 36.543103448275865}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 36.294642857142854}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 35.62135922330097}, {\"fixed acidity\": \"6\", \"avg_measure\": 35.494565217391305}, {\"fixed acidity\": \"8\", \"avg_measure\": 35.25625}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 35.1425}, {\"fixed acidity\": \"5\", \"avg_measure\": 35.083333333333336}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 34.623655913978496}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 34.477178423236516}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 34.40909090909091}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 34.4054054054054}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 34.11363636363637}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 34.053719008264466}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 33.64052287581699}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 33.62135922330097}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 33.59139784946237}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 33.57142857142857}, {\"fixed acidity\": \"4.7\", \"avg_measure\": 33.0}, {\"fixed acidity\": \"14.2\", \"avg_measure\": 33.0}, {\"fixed acidity\": \"7\", \"avg_measure\": 32.89224137931034}, {\"fixed acidity\": \"10\", \"avg_measure\": 32.666666666666664}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 32.142857142857146}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 31.928571428571427}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 31.65625}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 31.11111111111111}, {\"fixed acidity\": \"9.3\", \"avg_measure\": 30.666666666666668}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 29.333333333333332}, {\"fixed acidity\": \"9.6\", \"avg_measure\": 29.1}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 29.095238095238095}, {\"fixed acidity\": \"3.9\", \"avg_measure\": 29.0}, {\"fixed acidity\": \"4.8\", \"avg_measure\": 28.666666666666668}, {\"fixed acidity\": \"5.1\", \"avg_measure\": 28.565217391304348}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 28.507042253521128}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.87}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9735fa62cea741bd66554ec9fb49f76882787b8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:12:58.543647+00:00", + "ended_at": "2026-05-04T09:13:12.637402+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_dfbd393539faa59d", + "problem_id": "v2p_n3_ce4fb477404b19c1", + "dataset_id": "n3", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_dfbd393539faa59d.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_dfbd393539faa59d", + "api_calls": 0, + "input_tokens": 22294, + "cached_input_tokens": 20864, + "output_tokens": 206, + "total_tokens": 22500, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2203, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2300, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14059.0, + "sql_execution_elapsed_ms_total": 3.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_dfbd393539faa59d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50815f95487fbb59809833fe72c45181e5beea7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_dfbd393539faa59d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:13:12.625636+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14059.0, "started_at": "2026-05-04T09:12:58.546063+00:00", "ended_at": "2026-05-04T09:13:12.604583+00:00", "prompt_metrics": {"chars": 7708, "bytes_utf8": 7708, "lines": 240, "estimated_tokens": 2203}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22294, "cached_input_tokens": 20864, "output_tokens": 206}, "stderr_preview": "2026-05-04T09:12:58.784585Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:13:01.312087Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..41438dd6abc1d1f17ca1d7feb19291a676dfffba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df234-df75-7bc1-b2b8-f1a4034a158d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Used the planned Grouped Condition Rate template with group_col=\\\"fixed acidity\\\" and condition_col=\\\"quality\\\", treating condition_value as the text literal '5' to match the SQLite TEXT schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22351,"cached_input_tokens":19840,"output_tokens":185}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9eed2a717e303b86d4dac5c9cc4637e3b08fe473 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY \"condition_rate\" DESC;","notes":"Used the planned Grouped Condition Rate template with group_col=\"fixed acidity\" and condition_col=\"quality\", treating condition_value as the text literal '5' to match the SQLite TEXT schema."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d204972483bbb66a59775cfd0b77efee2898596 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:57:24.680296Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:57:27.204484Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:57:35.884679Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e81521363a09f038c375441ed652361afb3d39d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=fixed acidity, condition_col=quality. +Result preview: [{"fixed acidity": "6.15", "condition_rate": 1.0}, {"fixed acidity": "4.6", "condition_rate": 1.0}, {"fixed acidity": "4.5", "condition_rate": 1.0}, {"fixed acidity": "9.3", "condition_rate": 0.6666666666666666}, {"fixed acidity": "9.1", "condition_rate": 0.6666666666666666}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..93e4148a8c02c43b514779dbaff85ffd968b64e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_e0941bfe73dd2cbe +-- problem_id: v2p_n3_2bb445bc866fe273 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3ddafe46588a4ff26e000ed8bd985aae4d971e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"fixed acidity\", \"condition_rate\"], \"rows\": [{\"fixed acidity\": \"6.15\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"4.6\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"4.5\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"9.3\", \"condition_rate\": 0.6666666666666666}, {\"fixed acidity\": \"9.1\", \"condition_rate\": 0.6666666666666666}, {\"fixed acidity\": \"9.4\", \"condition_rate\": 0.6363636363636364}, {\"fixed acidity\": \"9.8\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"8.9\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"9.6\", \"condition_rate\": 0.6}, {\"fixed acidity\": \"4.9\", \"condition_rate\": 0.5714285714285714}, {\"fixed acidity\": \"9.5\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"10.3\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"8.6\", \"condition_rate\": 0.44}, {\"fixed acidity\": \"7.6\", \"condition_rate\": 0.42483660130718953}, {\"fixed acidity\": \"7.5\", \"condition_rate\": 0.4146341463414634}, {\"fixed acidity\": \"8.3\", \"condition_rate\": 0.40384615384615385}, {\"fixed acidity\": \"8.7\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"4.7\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"5.5\", \"condition_rate\": 0.3870967741935484}, {\"fixed acidity\": \"6.4\", \"condition_rate\": 0.375}, {\"fixed acidity\": \"8.2\", \"condition_rate\": 0.35714285714285715}, {\"fixed acidity\": \"7.2\", \"condition_rate\": 0.35436893203883496}, {\"fixed acidity\": \"9\", \"condition_rate\": 0.35294117647058826}, {\"fixed acidity\": \"8.4\", \"condition_rate\": 0.34285714285714286}, {\"fixed acidity\": \"6.6\", \"condition_rate\": 0.3413793103448276}, {\"fixed acidity\": \"7.7\", \"condition_rate\": 0.3333333333333333}, {\"fixed acidity\": \"7.4\", \"condition_rate\": 0.31443298969072164}, {\"fixed acidity\": \"7.9\", \"condition_rate\": 0.3108108108108108}, {\"fixed acidity\": \"6.8\", \"condition_rate\": 0.30194805194805197}, {\"fixed acidity\": \"6.1\", \"condition_rate\": 0.2967741935483871}, {\"fixed acidity\": \"6.9\", \"condition_rate\": 0.2946058091286307}, {\"fixed acidity\": \"7.8\", \"condition_rate\": 0.2903225806451613}, {\"fixed acidity\": \"7.1\", \"condition_rate\": 0.29}, {\"fixed acidity\": \"6.7\", \"condition_rate\": 0.2838983050847458}, {\"fixed acidity\": \"5.9\", \"condition_rate\": 0.2815533980582524}, {\"fixed acidity\": \"8.8\", \"condition_rate\": 0.2777777777777778}, {\"fixed acidity\": \"6.2\", \"condition_rate\": 0.2760416666666667}, {\"fixed acidity\": \"5.8\", \"condition_rate\": 0.2644628099173554}, {\"fixed acidity\": \"6\", \"condition_rate\": 0.2608695652173913}, {\"fixed acidity\": \"9.7\", \"condition_rate\": 0.25}, {\"fixed acidity\": \"8\", \"condition_rate\": 0.25}, {\"fixed acidity\": \"6.5\", \"condition_rate\": 0.24888888888888888}, {\"fixed acidity\": \"9.2\", \"condition_rate\": 0.23809523809523808}, {\"fixed acidity\": \"6.3\", \"condition_rate\": 0.23404255319148937}, {\"fixed acidity\": \"7.3\", \"condition_rate\": 0.2303370786516854}, {\"fixed acidity\": \"5.7\", \"condition_rate\": 0.22727272727272727}, {\"fixed acidity\": \"7\", \"condition_rate\": 0.22413793103448276}, {\"fixed acidity\": \"5.6\", \"condition_rate\": 0.19718309859154928}, {\"fixed acidity\": \"8.1\", \"condition_rate\": 0.19642857142857142}, {\"fixed acidity\": \"5.3\", \"condition_rate\": 0.18518518518518517}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.58}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1b7146afe2a4b8da199fd959bbcc3ed12ab363e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:57:24.468639+00:00", + "ended_at": "2026-05-04T08:57:36.599074+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_e0941bfe73dd2cbe", + "problem_id": "v2p_n3_2bb445bc866fe273", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_e0941bfe73dd2cbe.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e0941bfe73dd2cbe", + "api_calls": 0, + "input_tokens": 22351, + "cached_input_tokens": 19840, + "output_tokens": 185, + "total_tokens": 22536, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2260, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2369, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12099.78, + "sql_execution_elapsed_ms_total": 3.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_e0941bfe73dd2cbe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d712d8fae2b5d28b1c3b3399822f4251c13dd12f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e0941bfe73dd2cbe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:57:36.587695+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12099.78, "started_at": "2026-05-04T08:57:24.471557+00:00", "ended_at": "2026-05-04T08:57:36.571182+00:00", "prompt_metrics": {"chars": 7922, "bytes_utf8": 7922, "lines": 243, "estimated_tokens": 2260}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22351, "cached_input_tokens": 19840, "output_tokens": 185}, "stderr_preview": "2026-05-04T08:57:24.680296Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:57:27.204484Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=citric acid.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "citric acid", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c24f292049fcc535fd5639165441cfe6fc00e7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,244 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=citric acid.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "citric acid", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH ranked AS (\n SELECT\n \"quality\",\n CAST(\"citric acid\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"citric acid\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"quality\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"citric acid\" IS NOT NULL\n), percentile_pick AS (\n SELECT\n \"quality\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM ranked\n)\nSELECT\n \"quality\",\n \"measure_value\" AS \"percentile_measure\"\nFROM percentile_pick\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac23a200c099a5cbea2b543431ef943edf3b0677 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df250-115d-7013-a74a-ced179e728f7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH ranked AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"citric acid\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"citric acid\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"quality\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"citric acid\\\" IS NOT NULL\\n), percentile_pick AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM ranked\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM percentile_pick\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per quality group via window functions and CASTs the TEXT measure column to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22330,"cached_input_tokens":20864,"output_tokens":393}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7861f1cfac86310e4353f76068b2d6797cde26c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH ranked AS (\n SELECT\n \"quality\",\n CAST(\"citric acid\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"citric acid\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"quality\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"citric acid\" IS NOT NULL\n), percentile_pick AS (\n SELECT\n \"quality\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM ranked\n)\nSELECT\n \"quality\",\n \"measure_value\" AS \"percentile_measure\"\nFROM percentile_pick\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per quality group via window functions and CASTs the TEXT measure column to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c7134f80de921d04ec970742291788feda89108 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df250-5ae1-7f13-b8d6-98b3c9d8d157"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH ranked AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"citric acid\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"citric acid\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"quality\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"citric acid\\\" IS NOT NULL\\n), percentile_pick AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER) AS \\\"target_rn\\\"\\n FROM ranked\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM percentile_pick\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with integer arithmetic for the 95th-percentile rank in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22590,"cached_input_tokens":20864,"output_tokens":409}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f48c89f6ba9dec8613bf5ab5e8b4ec2496412b28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH ranked AS (\n SELECT\n \"quality\",\n CAST(\"citric acid\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"citric acid\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"quality\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"citric acid\" IS NOT NULL\n), percentile_pick AS (\n SELECT\n \"quality\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER) AS \"target_rn\"\n FROM ranked\n)\nSELECT\n \"quality\",\n \"measure_value\" AS \"percentile_measure\"\nFROM percentile_pick\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL() with integer arithmetic for the 95th-percentile rank in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8133b7e8cc4ecd3696b0869c297a842e8b37116f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:27:06.893062Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:27:09.226325Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:27:21.398095Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..10367ce1923c08210041e5e306f22826b16211ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T09:27:25.806228Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:27:28.207246Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:27:40.937124Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c2807e806375b82a33e8c16687b8c196cf7c123 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=citric acid. +Result preview: [{"quality": "5", "percentile_measure": 0.61}, {"quality": "4", "percentile_measure": 0.59}, {"quality": "6", "percentile_measure": 0.52}, {"quality": "7", "percentile_measure": 0.49}, {"quality": "9", "percentile_measure": 0.49}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2951b4d2a4e4518797b30dc12937956f833efee9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_e40cbb47f77be450 +-- problem_id: v2p_n3_11f3a6ed01eb1bc4 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT + "quality", + CAST("citric acid" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("citric acid" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "quality" + ) AS "cnt" + FROM "n3" + WHERE "quality" IS NOT NULL + AND "citric acid" IS NOT NULL +), percentile_pick AS ( + SELECT + "quality", + "measure_value", + "rn", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM ranked +) +SELECT + "quality", + "measure_value" AS "percentile_measure" +FROM percentile_pick +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..859c2aaca0b740bcfa7d7cb187117b69c3307f96 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH ranked AS (\n SELECT\n \"quality\",\n CAST(\"citric acid\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"citric acid\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"quality\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"citric acid\" IS NOT NULL\n), percentile_pick AS (\n SELECT\n \"quality\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER) AS \"target_rn\"\n FROM ranked\n)\nSELECT\n \"quality\",\n \"measure_value\" AS \"percentile_measure\"\nFROM percentile_pick\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH ranked AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"citric acid\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"citric acid\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"quality\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"citric acid\\\" IS NOT NULL\\n), percentile_pick AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER) AS \\\"target_rn\\\"\\n FROM ranked\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM percentile_pick\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"quality\", \"percentile_measure\"], \"rows\": [{\"quality\": \"5\", \"percentile_measure\": 0.61}, {\"quality\": \"4\", \"percentile_measure\": 0.59}, {\"quality\": \"6\", \"percentile_measure\": 0.52}, {\"quality\": \"7\", \"percentile_measure\": 0.49}, {\"quality\": \"9\", \"percentile_measure\": 0.49}, {\"quality\": \"8\", \"percentile_measure\": 0.48}, {\"quality\": \"3\", \"percentile_measure\": 0.46}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.07}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9cdf7b326815ed64de458e7162de9ca1b399b6c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:27:06.623408+00:00", + "ended_at": "2026-05-04T09:27:41.556879+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_e40cbb47f77be450", + "problem_id": "v2p_n3_11f3a6ed01eb1bc4", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=citric acid.", + "bindings": { + "group_col": "quality", + "measure_col": "citric acid", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_e40cbb47f77be450.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e40cbb47f77be450", + "api_calls": 0, + "input_tokens": 44920, + "cached_input_tokens": 41728, + "output_tokens": 802, + "total_tokens": 45722, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4738, + "estimated_output_tokens": 522, + "estimated_total_tokens": 5260, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34856.74, + "sql_execution_elapsed_ms_total": 19.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_e40cbb47f77be450\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1223084795442b86bf4edc02eca619ba26d0028 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e40cbb47f77be450/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T09:27:22.266086+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15620.05, "started_at": "2026-05-04T09:27:06.626104+00:00", "ended_at": "2026-05-04T09:27:22.246210+00:00", "prompt_metrics": {"chars": 7853, "bytes_utf8": 7853, "lines": 240, "estimated_tokens": 2239}, "response_metrics": {"chars": 955, "bytes_utf8": 955, "lines": 1, "estimated_tokens": 268}, "usage": {"input_tokens": 22330, "cached_input_tokens": 20864, "output_tokens": 393}, "stderr_preview": "2026-05-04T09:27:06.893062Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:27:09.226325Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=sulphates, measure_col=density.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "measure_col": "density", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd193c78ea2927b393acc5b783b6a666567a4ca7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24a-d7c3-79c1-8953-5c04cf1eb58c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\", AVG(CAST(\\\"density\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Two-Dimensional Group Average template with bound roles group_col=\\\"fixed acidity\\\", group_col_2=\\\"sulphates\\\", and measure_col=\\\"density\\\". Cast \\\"density\\\" from TEXT to REAL for correct SQLite averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22351,"cached_input_tokens":20864,"output_tokens":133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac5d73071f2847a661175463f681808f0a5922ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"fixed acidity\", \"sulphates\", AVG(CAST(\"density\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY avg_measure DESC;","notes":"Used the required Two-Dimensional Group Average template with bound roles group_col=\"fixed acidity\", group_col_2=\"sulphates\", and measure_col=\"density\". Cast \"density\" from TEXT to REAL for correct SQLite averaging."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48429dc97a0a2861be7ce0a2d4862cb3626699d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:21:24.463662Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:21:26.816930Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:21:34.847650Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f67e4a0d06c1faf6b976badc8eb54e04ce7e4f60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=sulphates, measure_col=density. +Result preview: [{"fixed acidity": "7.8", "sulphates": "0.69", "avg_measure": 1.03898}, {"fixed acidity": "7.9", "sulphates": "0.38", "avg_measure": 1.0042666666666666}, {"fixed acidity": "9.2", "sulphates": "0.61", "avg_measure": 1.00182}, {"fixed acidity": "8.3", "sulphates": "0.54", "avg_measure": 1.0012}, {"fixed acidity": "9.4", "sulphates": "0.51", "avg_measure": 1.00098}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..78a17da688306d9ea0cfeb47c5dda5ddeba7747f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_e4c8b6fd61770771 +-- problem_id: v2p_n3_fe976d483bbf1b11 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", AVG(CAST("density" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50f8b121547bd1a0185b96c28cc28edb81398f1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"fixed acidity\", \"sulphates\", AVG(CAST(\"density\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\", AVG(CAST(\\\"density\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"sulphates\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"7.8\", \"sulphates\": \"0.69\", \"avg_measure\": 1.03898}, {\"fixed acidity\": \"7.9\", \"sulphates\": \"0.38\", \"avg_measure\": 1.0042666666666666}, {\"fixed acidity\": \"9.2\", \"sulphates\": \"0.61\", \"avg_measure\": 1.00182}, {\"fixed acidity\": \"8.3\", \"sulphates\": \"0.54\", \"avg_measure\": 1.0012}, {\"fixed acidity\": \"9.4\", \"sulphates\": \"0.51\", \"avg_measure\": 1.00098}, {\"fixed acidity\": \"7.6\", \"sulphates\": \"0.55\", \"avg_measure\": 1.0008}, {\"fixed acidity\": \"8.8\", \"sulphates\": \"0.79\", \"avg_measure\": 1.0008}, {\"fixed acidity\": \"8.7\", \"sulphates\": \"0.82\", \"avg_measure\": 1.0007}, {\"fixed acidity\": \"8.1\", \"sulphates\": \"0.62\", \"avg_measure\": 1.0006}, {\"fixed acidity\": \"8.1\", \"sulphates\": \"0.75\", \"avg_measure\": 1.0006}, {\"fixed acidity\": \"8.5\", \"sulphates\": \"0.66\", \"avg_measure\": 1.0005}, {\"fixed acidity\": \"8.5\", \"sulphates\": \"0.7\", \"avg_measure\": 1.0005}, {\"fixed acidity\": \"8.5\", \"sulphates\": \"0.67\", \"avg_measure\": 1.00047}, {\"fixed acidity\": \"8.4\", \"sulphates\": \"0.82\", \"avg_measure\": 1.0004}, {\"fixed acidity\": \"9.8\", \"sulphates\": \"0.45\", \"avg_measure\": 1.0004}, {\"fixed acidity\": \"6.4\", \"sulphates\": \"0.61\", \"avg_measure\": 1.00038}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.69\", \"avg_measure\": 1.0003}, {\"fixed acidity\": \"8.3\", \"sulphates\": \"0.67\", \"avg_measure\": 1.0002}, {\"fixed acidity\": \"8.4\", \"sulphates\": \"0.66\", \"avg_measure\": 1.00016}, {\"fixed acidity\": \"8.7\", \"sulphates\": \"0.88\", \"avg_measure\": 1.00013}, {\"fixed acidity\": \"8.3\", \"sulphates\": \"0.64\", \"avg_measure\": 1.0001}, {\"fixed acidity\": \"8.6\", \"sulphates\": \"0.63\", \"avg_measure\": 1.0001}, {\"fixed acidity\": \"7.8\", \"sulphates\": \"0.76\", \"avg_measure\": 1.0}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.75\", \"avg_measure\": 1.0}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.36\", \"avg_measure\": 0.99985}, {\"fixed acidity\": \"8.7\", \"sulphates\": \"0.47\", \"avg_measure\": 0.99975}, {\"fixed acidity\": \"11.8\", \"sulphates\": \"0.55\", \"avg_measure\": 0.9997}, {\"fixed acidity\": \"8.2\", \"sulphates\": \"0.43\", \"avg_measure\": 0.99965}, {\"fixed acidity\": \"7.1\", \"sulphates\": \"0.67\", \"avg_measure\": 0.99958}, {\"fixed acidity\": \"7.4\", \"sulphates\": \"0.58\", \"avg_measure\": 0.9995499999999999}, {\"fixed acidity\": \"7.1\", \"sulphates\": \"0.77\", \"avg_measure\": 0.99946}, {\"fixed acidity\": \"6.7\", \"sulphates\": \"0.75\", \"avg_measure\": 0.99942}, {\"fixed acidity\": \"7\", \"sulphates\": \"0.67\", \"avg_measure\": 0.9994}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.82\", \"avg_measure\": 0.9994}, {\"fixed acidity\": \"9.8\", \"sulphates\": \"0.59\", \"avg_measure\": 0.9994}, {\"fixed acidity\": \"6.8\", \"sulphates\": \"0.85\", \"avg_measure\": 0.99935}, {\"fixed acidity\": \"6.5\", \"sulphates\": \"0.58\", \"avg_measure\": 0.9993}, {\"fixed acidity\": \"8.4\", \"sulphates\": \"0.58\", \"avg_measure\": 0.9993}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.46\", \"avg_measure\": 0.9991333333333333}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.64\", \"avg_measure\": 0.9991}, {\"fixed acidity\": \"7.5\", \"sulphates\": \"0.64\", \"avg_measure\": 0.999}, {\"fixed acidity\": \"7.6\", \"sulphates\": \"0.64\", \"avg_measure\": 0.9989}, {\"fixed acidity\": \"7.4\", \"sulphates\": \"0.63\", \"avg_measure\": 0.99886}, {\"fixed acidity\": \"8.6\", \"sulphates\": \"0.52\", \"avg_measure\": 0.99882}, {\"fixed acidity\": \"10\", \"sulphates\": \"0.43\", \"avg_measure\": 0.9988}, {\"fixed acidity\": \"8.7\", \"sulphates\": \"0.37\", \"avg_measure\": 0.9988}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.75\", \"avg_measure\": 0.99875}, {\"fixed acidity\": \"8.2\", \"sulphates\": \"0.8\", \"avg_measure\": 0.99873}, {\"fixed acidity\": \"6.8\", \"sulphates\": \"0.36\", \"avg_measure\": 0.998725}, {\"fixed acidity\": \"9\", \"sulphates\": \"0.44\", \"avg_measure\": 0.9987}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..70859db2b1261bf7a5aa0d31f5e7688d055018c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:21:24.283393+00:00", + "ended_at": "2026-05-04T09:21:35.362920+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_e4c8b6fd61770771", + "problem_id": "v2p_n3_fe976d483bbf1b11", + "dataset_id": "n3", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, group_col_2=sulphates, measure_col=density.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "measure_col": "density", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_e4c8b6fd61770771.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e4c8b6fd61770771", + "api_calls": 0, + "input_tokens": 22351, + "cached_input_tokens": 20864, + "output_tokens": 133, + "total_tokens": 22484, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2260, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2377, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11043.85, + "sql_execution_elapsed_ms_total": 7.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_e4c8b6fd61770771\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26566b6dd263ce6462bbe4d67dc5c070a636f500 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e4c8b6fd61770771/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:21:35.348824+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11043.85, "started_at": "2026-05-04T09:21:24.285703+00:00", "ended_at": "2026-05-04T09:21:35.329459+00:00", "prompt_metrics": {"chars": 7856, "bytes_utf8": 7856, "lines": 242, "estimated_tokens": 2260}, "response_metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22351, "cached_input_tokens": 20864, "output_tokens": 133}, "stderr_preview": "2026-05-04T09:21:24.463662Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:21:26.816930Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sulphates, group_col_2=quality, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "6", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..246624d6ee658d10a321d5f58b643a10dc1dd534 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df238-5329-7382-8e61-54ed44c65e65"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sulphates\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"sulphates\\\", group_col_2=\\\"quality\\\", target_col=\\\"quality\\\", target_value='6'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22393,"cached_input_tokens":19840,"output_tokens":143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..536c98fe917e6fa50975ba3c7d9f586b716362fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sulphates\", \"quality\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"sulphates\", group_col_2=\"quality\", target_col=\"quality\", target_value='6'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63df42dbc73e4148c90830cc36480d43567a3a83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:01:10.902399Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:01:13.380070Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:01:22.252717Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d7adacf2d2f9e6e335aaf2e97bfe6a19a379ddc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sulphates, group_col_2=quality, target_col=quality. +Result preview: [{"sulphates": "0.23", "quality": "6", "target_rate": 1.0}, {"sulphates": "0.25", "quality": "6", "target_rate": 1.0}, {"sulphates": "0.26", "quality": "6", "target_rate": 1.0}, {"sulphates": "0.27", "quality": "6", "target_rate": 1.0}, {"sulphates": "0.28", "quality": "6", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d44115de2fabdf9b014bfe24afe74c1f1170d6a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_e503478d11d8ec27 +-- problem_id: v2p_n3_2f3d55c5bebb2852 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a5d69b154f6e370a6cf1886ddcbe58b64f6a874 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sulphates\", \"quality\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sulphates\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sulphates\", \"quality\", \"target_rate\"], \"rows\": [{\"sulphates\": \"0.23\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.25\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.26\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.27\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.28\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.29\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.3\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.31\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.32\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.33\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.34\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.35\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.36\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.37\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.38\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.39\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.4\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.41\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.42\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.43\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.44\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.45\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.46\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.47\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.48\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.49\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.5\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.51\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.52\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.53\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.54\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.55\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.56\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.57\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.58\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.59\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.6\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.61\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.62\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.63\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.64\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.65\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.66\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.67\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.68\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.69\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.7\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.71\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.72\", \"quality\": \"6\", \"target_rate\": 1.0}, {\"sulphates\": \"0.73\", \"quality\": \"6\", \"target_rate\": 1.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.98}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..654fe42b853a3c6baa969ac21fdf4b823b653fd5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:01:10.654511+00:00", + "ended_at": "2026-05-04T09:01:23.048994+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_e503478d11d8ec27", + "problem_id": "v2p_n3_2f3d55c5bebb2852", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sulphates, group_col_2=quality, target_col=quality.", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "6", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_e503478d11d8ec27.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e503478d11d8ec27", + "api_calls": 0, + "input_tokens": 22393, + "cached_input_tokens": 19840, + "output_tokens": 143, + "total_tokens": 22536, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2302, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2429, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12355.76, + "sql_execution_elapsed_ms_total": 4.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_e503478d11d8ec27\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5c164fbfee9a54083e7b7ceece4bd92a90ad62c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e503478d11d8ec27/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:01:23.034985+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12355.76, "started_at": "2026-05-04T09:01:10.659285+00:00", "ended_at": "2026-05-04T09:01:23.015351+00:00", "prompt_metrics": {"chars": 7969, "bytes_utf8": 7969, "lines": 243, "estimated_tokens": 2302}, "response_metrics": {"chars": 475, "bytes_utf8": 475, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 22393, "cached_input_tokens": 19840, "output_tokens": 143}, "stderr_preview": "2026-05-04T09:01:10.902399Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:01:13.380070Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65cf0dcc98e8c47e9be2d390f2fb691212375cd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_e5de2bf0e89c3093\n-- problem_id: v2p_n3_a591f66cf17d9655\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"alcohol\",\n COUNT(*) AS support,\n AVG(\"residual sugar\") AS avg_response\nFROM \"n3\"\nGROUP BY \"alcohol\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_e5de2bf0e89c3093\\n-- problem_id: v2p_n3_a591f66cf17d9655\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"alcohol\\\",\\n COUNT(*) AS support,\\n AVG(\\\"residual sugar\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"alcohol\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"alcohol\", \"support\", \"avg_response\"], \"rows\": [{\"alcohol\": \"9.4\", \"support\": 229, \"avg_response\": 8.15174672489083}, {\"alcohol\": \"9.5\", \"support\": 228, \"avg_response\": 7.573245614035088}, {\"alcohol\": \"9.2\", \"support\": 199, \"avg_response\": 9.27713567839196}, {\"alcohol\": \"9\", \"support\": 185, \"avg_response\": 11.522702702702702}, {\"alcohol\": \"10\", \"support\": 162, \"avg_response\": 5.447530864197531}, {\"alcohol\": \"10.5\", \"support\": 160, \"avg_response\": 4.7534374999999995}, {\"alcohol\": \"11\", \"support\": 158, \"avg_response\": 4.910443037974684}, {\"alcohol\": \"10.4\", \"support\": 153, \"avg_response\": 5.920588235294118}, {\"alcohol\": \"9.1\", \"support\": 144, \"avg_response\": 10.739930555555555}, {\"alcohol\": \"9.8\", \"support\": 136, \"avg_response\": 6.681985294117647}, {\"alcohol\": \"10.8\", \"support\": 135, \"avg_response\": 4.608888888888889}, {\"alcohol\": \"9.3\", \"support\": 134, \"avg_response\": 8.911194029850746}, {\"alcohol\": \"10.2\", \"support\": 130, \"avg_response\": 5.628846153846154}, {\"alcohol\": \"9.6\", \"support\": 128, \"avg_response\": 7.9265625}, {\"alcohol\": \"11.4\", \"support\": 121, \"avg_response\": 2.9}, {\"alcohol\": \"10.6\", \"support\": 114, \"avg_response\": 5.644736842105263}, {\"alcohol\": \"10.1\", \"support\": 114, \"avg_response\": 5.249561403508772}, {\"alcohol\": \"11.2\", \"support\": 112, \"avg_response\": 3.4785714285714286}, {\"alcohol\": \"9.9\", \"support\": 109, \"avg_response\": 5.995412844036697}, {\"alcohol\": \"8.8\", \"support\": 107, \"avg_response\": 13.871028037383178}, {\"alcohol\": \"9.7\", \"support\": 105, \"avg_response\": 7.6971428571428575}, {\"alcohol\": \"12\", \"support\": 102, \"avg_response\": 4.699509803921569}, {\"alcohol\": \"11.3\", \"support\": 101, \"avg_response\": 3.65049504950495}, {\"alcohol\": \"10.7\", \"support\": 96, \"avg_response\": 5.327604166666666}, {\"alcohol\": \"8.9\", \"support\": 95, \"avg_response\": 11.792105263157895}, {\"alcohol\": \"10.9\", \"support\": 88, \"avg_response\": 4.7630681818181815}, {\"alcohol\": \"11.5\", \"support\": 88, \"avg_response\": 4.735227272727273}, {\"alcohol\": \"12.2\", \"support\": 86, \"avg_response\": 4.309883720930232}, {\"alcohol\": \"10.3\", \"support\": 85, \"avg_response\": 5.179411764705883}, {\"alcohol\": \"12.5\", \"support\": 83, \"avg_response\": 4.004819277108433}, {\"alcohol\": \"11.1\", \"support\": 83, \"avg_response\": 3.167469879518072}, {\"alcohol\": \"8.7\", \"support\": 78, \"avg_response\": 12.950000000000001}, {\"alcohol\": \"12.4\", \"support\": 68, \"avg_response\": 3.7558823529411764}, {\"alcohol\": \"12.6\", \"support\": 63, \"avg_response\": 3.7936507936507935}, {\"alcohol\": \"12.3\", \"support\": 62, \"avg_response\": 4.338709677419355}, {\"alcohol\": \"11.8\", \"support\": 60, \"avg_response\": 4.425833333333333}, {\"alcohol\": \"11.7\", \"support\": 58, \"avg_response\": 5.125862068965517}, {\"alcohol\": \"12.7\", \"support\": 56, \"avg_response\": 3.349107142857143}, {\"alcohol\": \"12.8\", \"support\": 54, \"avg_response\": 3.8314814814814815}, {\"alcohol\": \"11.9\", \"support\": 53, \"avg_response\": 3.3056603773584907}, {\"alcohol\": \"12.1\", \"support\": 51, \"avg_response\": 3.865686274509804}, {\"alcohol\": \"11.6\", \"support\": 46, \"avg_response\": 4.655434782608696}, {\"alcohol\": \"12.9\", \"support\": 39, \"avg_response\": 3.6525641025641025}, {\"alcohol\": \"13\", \"support\": 36, \"avg_response\": 4.951388888888889}, {\"alcohol\": \"8.6\", \"support\": 23, \"avg_response\": 12.38695652173913}, {\"alcohol\": \"13.4\", \"support\": 20, \"avg_response\": 3.925}, {\"alcohol\": \"13.1\", \"support\": 18, \"avg_response\": 4.133333333333334}, {\"alcohol\": \"13.2\", \"support\": 14, \"avg_response\": 3.132142857142857}, {\"alcohol\": \"13.5\", \"support\": 12, \"avg_response\": 2.8208333333333333}, {\"alcohol\": \"8.5\", \"support\": 9, \"avg_response\": 11.105555555555556}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.61}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9541e57b1069fe49ebb0f7bdc059614962f59a2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.497566+00:00", + "ended_at": "2026-05-04T09:37:05.507958+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_e5de2bf0e89c3093", + "problem_id": "v2p_n3_a591f66cf17d9655", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=residual sugar, key_col=alcohol.", + "bindings": { + "key_col": "alcohol", + "measure_col": "residual sugar", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=40", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 40, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_e5de2bf0e89c3093.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ea96024b5cf38e6b99074885508ae5cbdb65365 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8169, "bytes_utf8": 8169, "lines": 245, "estimated_tokens": 2315}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1107, "bytes_utf8": 1107, "lines": 1, "estimated_tokens": 338}, "usage": {"input_tokens": 22406, "cached_input_tokens": 20864, "output_tokens": 755}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ffa419b7fbfbd889da62dd13e462172b7145b3f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e63eb206615891c9", + "api_calls": 0, + "input_tokens": 22406, + "cached_input_tokens": 20864, + "output_tokens": 755, + "total_tokens": 23161, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2315, + "estimated_output_tokens": 338, + "estimated_total_tokens": 2653, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22020.31, + "sql_execution_elapsed_ms_total": 9.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_e63eb206615891c9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7c49c35b887fbb64f55e75e815e01b88a7c75668 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:09:42.116947+00:00", + "ended_at": "2026-05-04T09:10:04.133866+00:00", + "elapsed_ms": 22020.31, + "prompt_metrics": { + "chars": 8169, + "bytes_utf8": 8169, + "lines": 245, + "estimated_tokens": 2315 + }, + "stdout_metrics": { + "chars": 1556, + "bytes_utf8": 1556, + "lines": 4, + "estimated_tokens": 521 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13212 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1107, + "bytes_utf8": 1107, + "lines": 1, + "estimated_tokens": 338 + }, + "usage": { + "input_tokens": 22406, + "cached_input_tokens": 20864, + "output_tokens": 755 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2505a649419b7e588b29cda0e813c88aebf991ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,245 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=density, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "sulphates", + "measure_col": "density", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..243593a9e506d72a5d809aa933b2ad7154455b41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df240-20fb-7483-8663-75cdab3fd32e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"all_groups\\\" AS (\\n SELECT DISTINCT\\n \\\"sulphates\\\"\\n FROM \\\"n3\\\"\\n),\\n\\\"ranked_filtered\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n CAST(\\\"density\\\" AS REAL) AS \\\"density_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"density\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '5'\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"density_value\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked_filtered\\\"\\n WHERE \\\"rn\\\" = CAST((9 * \\\"cnt\\\" + 9) / 10 AS INTEGER)\\n)\\nSELECT\\n g.\\\"sulphates\\\",\\n p.\\\"conditional_percentile\\\"\\nFROM \\\"all_groups\\\" AS g\\nLEFT JOIN \\\"picked\\\" AS p\\n ON g.\\\"sulphates\\\" = p.\\\"sulphates\\\"\\nORDER BY p.\\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation within each \\\"sulphates\\\" group after filtering to rows where \\\"quality\\\" = '5'. Numeric fields are CAST from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22406,"cached_input_tokens":20864,"output_tokens":755}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..407f30e54cfbb90e9a7497050e77c65c8199a0a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"all_groups\" AS (\n SELECT DISTINCT\n \"sulphates\"\n FROM \"n3\"\n),\n\"ranked_filtered\" AS (\n SELECT\n \"sulphates\",\n CAST(\"density\" AS REAL) AS \"density_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"density\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" = '5'\n),\n\"picked\" AS (\n SELECT\n \"sulphates\",\n \"density_value\" AS \"conditional_percentile\"\n FROM \"ranked_filtered\"\n WHERE \"rn\" = CAST((9 * \"cnt\" + 9) / 10 AS INTEGER)\n)\nSELECT\n g.\"sulphates\",\n p.\"conditional_percentile\"\nFROM \"all_groups\" AS g\nLEFT JOIN \"picked\" AS p\n ON g.\"sulphates\" = p.\"sulphates\"\nORDER BY p.\"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation within each \"sulphates\" group after filtering to rows where \"quality\" = '5'. Numeric fields are CAST from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0c9d04f15ae98db4f0c75613e71a2a0f9880b58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:09:42.336413Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:09:44.736875Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:10:03.342652Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..672c21ad2f09e147ade0268f029aed31eeee2776 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=density, condition_col=quality. +Result preview: [{"sulphates": "0.82", "conditional_percentile": 1.0007}, {"sulphates": "0.66", "conditional_percentile": 1.0005}, {"sulphates": "0.88", "conditional_percentile": 1.00013}, {"sulphates": "0.36", "conditional_percentile": 1.0001}, {"sulphates": "0.37", "conditional_percentile": 1.0001}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..044b462a99013ad09cc7383177202b0ebf9cef44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/generated_sql.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_e63eb206615891c9 +-- problem_id: v2p_n3_0502627b4c3e0b39 +-- realization_mode: agent +-- source_kind: agent +WITH "all_groups" AS ( + SELECT DISTINCT + "sulphates" + FROM "n3" +), +"ranked_filtered" AS ( + SELECT + "sulphates", + CAST("density" AS REAL) AS "density_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY CAST("density" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "n3" + WHERE "quality" = '5' +), +"picked" AS ( + SELECT + "sulphates", + "density_value" AS "conditional_percentile" + FROM "ranked_filtered" + WHERE "rn" = CAST((9 * "cnt" + 9) / 10 AS INTEGER) +) +SELECT + g."sulphates", + p."conditional_percentile" +FROM "all_groups" AS g +LEFT JOIN "picked" AS p + ON g."sulphates" = p."sulphates" +ORDER BY p."conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e4e1f469508004705096eb04a1a2dd668b226774 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"all_groups\" AS (\n SELECT DISTINCT\n \"sulphates\"\n FROM \"n3\"\n),\n\"ranked_filtered\" AS (\n SELECT\n \"sulphates\",\n CAST(\"density\" AS REAL) AS \"density_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"density\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" = '5'\n),\n\"picked\" AS (\n SELECT\n \"sulphates\",\n \"density_value\" AS \"conditional_percentile\"\n FROM \"ranked_filtered\"\n WHERE \"rn\" = CAST((9 * \"cnt\" + 9) / 10 AS INTEGER)\n)\nSELECT\n g.\"sulphates\",\n p.\"conditional_percentile\"\nFROM \"all_groups\" AS g\nLEFT JOIN \"picked\" AS p\n ON g.\"sulphates\" = p.\"sulphates\"\nORDER BY p.\"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"all_groups\\\" AS (\\n SELECT DISTINCT\\n \\\"sulphates\\\"\\n FROM \\\"n3\\\"\\n),\\n\\\"ranked_filtered\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n CAST(\\\"density\\\" AS REAL) AS \\\"density_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"density\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '5'\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"density_value\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked_filtered\\\"\\n WHERE \\\"rn\\\" = CAST((9 * \\\"cnt\\\" + 9) / 10 AS INTEGER)\\n)\\nSELECT\\n g.\\\"sulphates\\\",\\n p.\\\"conditional_percentile\\\"\\nFROM \\\"all_groups\\\" AS g\\nLEFT JOIN \\\"picked\\\" AS p\\n ON g.\\\"sulphates\\\" = p.\\\"sulphates\\\"\\nORDER BY p.\\\"conditional_percentile\\\" DESC;\", \"columns\": [\"sulphates\", \"conditional_percentile\"], \"rows\": [{\"sulphates\": \"0.82\", \"conditional_percentile\": 1.0007}, {\"sulphates\": \"0.66\", \"conditional_percentile\": 1.0005}, {\"sulphates\": \"0.88\", \"conditional_percentile\": 1.00013}, {\"sulphates\": \"0.36\", \"conditional_percentile\": 1.0001}, {\"sulphates\": \"0.37\", \"conditional_percentile\": 1.0001}, {\"sulphates\": \"0.64\", \"conditional_percentile\": 1.0001}, {\"sulphates\": \"0.75\", \"conditional_percentile\": 1.0}, {\"sulphates\": \"0.5\", \"conditional_percentile\": 0.99976}, {\"sulphates\": \"0.67\", \"conditional_percentile\": 0.99954}, {\"sulphates\": \"0.78\", \"conditional_percentile\": 0.99947}, {\"sulphates\": \"0.41\", \"conditional_percentile\": 0.99924}, {\"sulphates\": \"0.76\", \"conditional_percentile\": 0.99922}, {\"sulphates\": \"0.63\", \"conditional_percentile\": 0.9991}, {\"sulphates\": \"0.68\", \"conditional_percentile\": 0.99907}, {\"sulphates\": \"0.77\", \"conditional_percentile\": 0.99899}, {\"sulphates\": \"0.56\", \"conditional_percentile\": 0.99898}, {\"sulphates\": \"0.53\", \"conditional_percentile\": 0.9989}, {\"sulphates\": \"0.39\", \"conditional_percentile\": 0.99886}, {\"sulphates\": \"0.51\", \"conditional_percentile\": 0.9988}, {\"sulphates\": \"0.8\", \"conditional_percentile\": 0.99873}, {\"sulphates\": \"0.54\", \"conditional_percentile\": 0.9986}, {\"sulphates\": \"0.69\", \"conditional_percentile\": 0.9986}, {\"sulphates\": \"0.43\", \"conditional_percentile\": 0.9984}, {\"sulphates\": \"0.44\", \"conditional_percentile\": 0.99838}, {\"sulphates\": \"0.61\", \"conditional_percentile\": 0.99835}, {\"sulphates\": \"0.4\", \"conditional_percentile\": 0.9983}, {\"sulphates\": \"0.59\", \"conditional_percentile\": 0.9983}, {\"sulphates\": \"0.45\", \"conditional_percentile\": 0.9982}, {\"sulphates\": \"0.49\", \"conditional_percentile\": 0.9982}, {\"sulphates\": \"0.47\", \"conditional_percentile\": 0.9982}, {\"sulphates\": \"0.48\", \"conditional_percentile\": 0.9982}, {\"sulphates\": \"0.6\", \"conditional_percentile\": 0.9982}, {\"sulphates\": \"0.65\", \"conditional_percentile\": 0.9982}, {\"sulphates\": \"0.72\", \"conditional_percentile\": 0.9982}, {\"sulphates\": \"0.52\", \"conditional_percentile\": 0.99803}, {\"sulphates\": \"0.46\", \"conditional_percentile\": 0.99802}, {\"sulphates\": \"0.35\", \"conditional_percentile\": 0.998}, {\"sulphates\": \"0.58\", \"conditional_percentile\": 0.99794}, {\"sulphates\": \"0.57\", \"conditional_percentile\": 0.9979}, {\"sulphates\": \"0.42\", \"conditional_percentile\": 0.9976}, {\"sulphates\": \"0.62\", \"conditional_percentile\": 0.9976}, {\"sulphates\": \"0.74\", \"conditional_percentile\": 0.99758}, {\"sulphates\": \"0.38\", \"conditional_percentile\": 0.9974}, {\"sulphates\": \"0.32\", \"conditional_percentile\": 0.9974}, {\"sulphates\": \"0.33\", \"conditional_percentile\": 0.9974}, {\"sulphates\": \"0.55\", \"conditional_percentile\": 0.9973}, {\"sulphates\": \"0.34\", \"conditional_percentile\": 0.99727}, {\"sulphates\": \"0.29\", \"conditional_percentile\": 0.99687}, {\"sulphates\": \"0.81\", \"conditional_percentile\": 0.9968}, {\"sulphates\": \"0.71\", \"conditional_percentile\": 0.9964}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 9.5}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..72f3e357ef640ca05cf1133e87c911cd4e75d250 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:09:42.114832+00:00", + "ended_at": "2026-05-04T09:10:04.176471+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_e63eb206615891c9", + "problem_id": "v2p_n3_0502627b4c3e0b39", + "dataset_id": "n3", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=density, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "measure_col": "density", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_e63eb206615891c9.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e63eb206615891c9", + "api_calls": 0, + "input_tokens": 22406, + "cached_input_tokens": 20864, + "output_tokens": 755, + "total_tokens": 23161, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2315, + "estimated_output_tokens": 338, + "estimated_total_tokens": 2653, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22020.31, + "sql_execution_elapsed_ms_total": 9.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_e63eb206615891c9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..15056473ead5b27d6c6db7122c7499001531cb17 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e63eb206615891c9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:10:04.157213+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22020.31, "started_at": "2026-05-04T09:09:42.116947+00:00", "ended_at": "2026-05-04T09:10:04.133866+00:00", "prompt_metrics": {"chars": 8169, "bytes_utf8": 8169, "lines": 245, "estimated_tokens": 2315}, "response_metrics": {"chars": 1107, "bytes_utf8": 1107, "lines": 1, "estimated_tokens": 338}, "usage": {"input_tokens": 22406, "cached_input_tokens": 20864, "output_tokens": 755}, "stderr_preview": "2026-05-04T09:09:42.336413Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:09:44.736875Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=alcohol.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "alcohol", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d1690276c34821248624856350dd372eb986de3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24e-5781-7ca2-b294-15713ffcbfe5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"alcohol\\\" AS REAL) AS \\\"alcohol_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"alcohol\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"alcohol_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((0.9 * \\\"cnt\\\") + 0.999999999999) AS INTEGER)\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"alcohol_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite has no PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 90th percentile of \\\"alcohol\\\" within each \\\"quality\\\" group, casting the TEXT measure to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22328,"cached_input_tokens":20864,"output_tokens":318}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d24e9fe9e93197b32a060e701cf9f9ebe0a3a00c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"quality\",\n CAST(\"alcohol\" AS REAL) AS \"alcohol_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"alcohol\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"n3\"\n),\n\"picked\" AS (\n SELECT\n \"quality\",\n \"alcohol_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((0.9 * \"cnt\") + 0.999999999999) AS INTEGER)\n)\nSELECT\n \"quality\",\n \"alcohol_value\" AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite has no PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 90th percentile of \"alcohol\" within each \"quality\" group, casting the TEXT measure to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0dc997f381e1381711ea3efc3bb4ccf38eabd82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:25:13.787437Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:25:16.140727Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:25:28.808114Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..13b44e90cb0eed972f33ffdacdda88019fa53c43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=alcohol. +Result preview: [{"quality": "8", "percentile_measure": 13.0}, {"quality": "7", "percentile_measure": 12.9}, {"quality": "9", "percentile_measure": 12.9}, {"quality": "6", "percentile_measure": 12.3}, {"quality": "3", "percentile_measure": 11.7}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..634c31de4aabc54fa8f27283131ee1c2d7b2ff57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/generated_sql.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_e7b34529ada84ece +-- problem_id: v2p_n3_82fd134379a7e097 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "quality", + CAST("alcohol" AS REAL) AS "alcohol_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("alcohol" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "quality") AS "cnt" + FROM "n3" +), +"picked" AS ( + SELECT + "quality", + "alcohol_value" + FROM "ranked" + WHERE "rn" = CAST(((0.9 * "cnt") + 0.999999999999) AS INTEGER) +) +SELECT + "quality", + "alcohol_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..03cf5d343c73ed2343973be394c858989bc7fcdf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"quality\",\n CAST(\"alcohol\" AS REAL) AS \"alcohol_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"alcohol\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"n3\"\n),\n\"picked\" AS (\n SELECT\n \"quality\",\n \"alcohol_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((0.9 * \"cnt\") + 0.999999999999) AS INTEGER)\n)\nSELECT\n \"quality\",\n \"alcohol_value\" AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"alcohol\\\" AS REAL) AS \\\"alcohol_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"alcohol\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"alcohol_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((0.9 * \\\"cnt\\\") + 0.999999999999) AS INTEGER)\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"alcohol_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"quality\", \"percentile_measure\"], \"rows\": [{\"quality\": \"8\", \"percentile_measure\": 13.0}, {\"quality\": \"7\", \"percentile_measure\": 12.9}, {\"quality\": \"9\", \"percentile_measure\": 12.9}, {\"quality\": \"6\", \"percentile_measure\": 12.3}, {\"quality\": \"3\", \"percentile_measure\": 11.7}, {\"quality\": \"4\", \"percentile_measure\": 11.5}, {\"quality\": \"5\", \"percentile_measure\": 11.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0d6bc55c1a5fa99b8c631a4b39b9c1694915fa71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:25:13.574221+00:00", + "ended_at": "2026-05-04T09:25:29.686353+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_e7b34529ada84ece", + "problem_id": "v2p_n3_82fd134379a7e097", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=alcohol.", + "bindings": { + "group_col": "quality", + "measure_col": "alcohol", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_e7b34529ada84ece.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e7b34529ada84ece", + "api_calls": 0, + "input_tokens": 22328, + "cached_input_tokens": 20864, + "output_tokens": 318, + "total_tokens": 22646, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2237, + "estimated_output_tokens": 245, + "estimated_total_tokens": 2482, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16065.07, + "sql_execution_elapsed_ms_total": 18.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_e7b34529ada84ece\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a773f26143967208947b6fafa3566f5ba0d2c37b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_e7b34529ada84ece/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:25:29.659034+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16065.07, "started_at": "2026-05-04T09:25:13.576573+00:00", "ended_at": "2026-05-04T09:25:29.641771+00:00", "prompt_metrics": {"chars": 7843, "bytes_utf8": 7843, "lines": 240, "estimated_tokens": 2237}, "response_metrics": {"chars": 840, "bytes_utf8": 840, "lines": 1, "estimated_tokens": 245}, "usage": {"input_tokens": 22328, "cached_input_tokens": 20864, "output_tokens": 318}, "stderr_preview": "2026-05-04T09:25:13.787437Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:25:16.140727Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..93d22a5d2fe96aabe59444f2307abf5a23a12458 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_ea1c551d7b545d3b\n-- problem_id: v2p_n3_8ef498cb570fec02\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"total sulfur dioxide\",\n COUNT(*) AS support,\n AVG(\"citric acid\") AS avg_response\nFROM \"n3\"\nGROUP BY \"total sulfur dioxide\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_ea1c551d7b545d3b\\n-- problem_id: v2p_n3_8ef498cb570fec02\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"total sulfur dioxide\\\",\\n COUNT(*) AS support,\\n AVG(\\\"citric acid\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"total sulfur dioxide\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"total sulfur dioxide\", \"support\", \"avg_response\"], \"rows\": [{\"total sulfur dioxide\": \"111\", \"support\": 69, \"avg_response\": 0.3139130434782609}, {\"total sulfur dioxide\": \"113\", \"support\": 61, \"avg_response\": 0.319672131147541}, {\"total sulfur dioxide\": \"117\", \"support\": 57, \"avg_response\": 0.3059649122807018}, {\"total sulfur dioxide\": \"118\", \"support\": 55, \"avg_response\": 0.3296363636363636}, {\"total sulfur dioxide\": \"122\", \"support\": 54, \"avg_response\": 0.35703703703703704}, {\"total sulfur dioxide\": \"114\", \"support\": 54, \"avg_response\": 0.35055555555555556}, {\"total sulfur dioxide\": \"150\", \"support\": 54, \"avg_response\": 0.3444444444444445}, {\"total sulfur dioxide\": \"128\", \"support\": 54, \"avg_response\": 0.3111111111111111}, {\"total sulfur dioxide\": \"124\", \"support\": 53, \"avg_response\": 0.3281132075471698}, {\"total sulfur dioxide\": \"140\", \"support\": 52, \"avg_response\": 0.33884615384615385}, {\"total sulfur dioxide\": \"126\", \"support\": 50, \"avg_response\": 0.369}, {\"total sulfur dioxide\": \"133\", \"support\": 50, \"avg_response\": 0.336}, {\"total sulfur dioxide\": \"98\", \"support\": 49, \"avg_response\": 0.3312244897959184}, {\"total sulfur dioxide\": \"125\", \"support\": 49, \"avg_response\": 0.3222448979591837}, {\"total sulfur dioxide\": \"149\", \"support\": 48, \"avg_response\": 0.32354166666666667}, {\"total sulfur dioxide\": \"156\", \"support\": 47, \"avg_response\": 0.4257446808510639}, {\"total sulfur dioxide\": \"132\", \"support\": 47, \"avg_response\": 0.3557446808510638}, {\"total sulfur dioxide\": \"110\", \"support\": 47, \"avg_response\": 0.3227659574468085}, {\"total sulfur dioxide\": \"101\", \"support\": 47, \"avg_response\": 0.3174468085106383}, {\"total sulfur dioxide\": \"134\", \"support\": 47, \"avg_response\": 0.31531914893617025}, {\"total sulfur dioxide\": \"131\", \"support\": 47, \"avg_response\": 0.29829787234042554}, {\"total sulfur dioxide\": \"116\", \"support\": 47, \"avg_response\": 0.2980851063829787}, {\"total sulfur dioxide\": \"119\", \"support\": 47, \"avg_response\": 0.2897872340425532}, {\"total sulfur dioxide\": \"130\", \"support\": 46, \"avg_response\": 0.3397826086956522}, {\"total sulfur dioxide\": \"142\", \"support\": 46, \"avg_response\": 0.29456521739130437}, {\"total sulfur dioxide\": \"107\", \"support\": 45, \"avg_response\": 0.31044444444444447}, {\"total sulfur dioxide\": \"115\", \"support\": 45, \"avg_response\": 0.31}, {\"total sulfur dioxide\": \"138\", \"support\": 45, \"avg_response\": 0.3051111111111111}, {\"total sulfur dioxide\": \"148\", \"support\": 44, \"avg_response\": 0.37636363636363634}, {\"total sulfur dioxide\": \"104\", \"support\": 44, \"avg_response\": 0.315}, {\"total sulfur dioxide\": \"143\", \"support\": 44, \"avg_response\": 0.3043181818181818}, {\"total sulfur dioxide\": \"152\", \"support\": 43, \"avg_response\": 0.3446511627906977}, {\"total sulfur dioxide\": \"168\", \"support\": 43, \"avg_response\": 0.3113953488372093}, {\"total sulfur dioxide\": \"120\", \"support\": 42, \"avg_response\": 0.32571428571428573}, {\"total sulfur dioxide\": \"93\", \"support\": 42, \"avg_response\": 0.31523809523809526}, {\"total sulfur dioxide\": \"178\", \"support\": 41, \"avg_response\": 0.3526829268292683}, {\"total sulfur dioxide\": \"105\", \"support\": 41, \"avg_response\": 0.33804878048780485}, {\"total sulfur dioxide\": \"135\", \"support\": 41, \"avg_response\": 0.3131707317073171}, {\"total sulfur dioxide\": \"97\", \"support\": 41, \"avg_response\": 0.2914634146341464}, {\"total sulfur dioxide\": \"151\", \"support\": 39, \"avg_response\": 0.3625641025641026}, {\"total sulfur dioxide\": \"155\", \"support\": 39, \"avg_response\": 0.3353846153846154}, {\"total sulfur dioxide\": \"166\", \"support\": 39, \"avg_response\": 0.3243589743589744}, {\"total sulfur dioxide\": \"87\", \"support\": 39, \"avg_response\": 0.3141025641025641}, {\"total sulfur dioxide\": \"158\", \"support\": 38, \"avg_response\": 0.35736842105263156}, {\"total sulfur dioxide\": \"127\", \"support\": 38, \"avg_response\": 0.3381578947368421}, {\"total sulfur dioxide\": \"136\", \"support\": 38, \"avg_response\": 0.3368421052631579}, {\"total sulfur dioxide\": \"109\", \"support\": 37, \"avg_response\": 0.34702702702702704}, {\"total sulfur dioxide\": \"161\", \"support\": 37, \"avg_response\": 0.34567567567567564}, {\"total sulfur dioxide\": \"102\", \"support\": 37, \"avg_response\": 0.31135135135135134}, {\"total sulfur dioxide\": \"121\", \"support\": 37, \"avg_response\": 0.30972972972972973}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7eba705afa45dbcb8f8eef17b511c9e9fd9f0a68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.290646+00:00", + "ended_at": "2026-05-04T09:37:05.300299+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ea1c551d7b545d3b", + "problem_id": "v2p_n3_8ef498cb570fec02", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=citric acid, key_col=total sulfur dioxide.", + "bindings": { + "key_col": "total sulfur dioxide", + "measure_col": "citric acid", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=23", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 23, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_ea1c551d7b545d3b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9fee1e42284c7b7f692f483379f0a0654c448eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0.5", "support": 249, "support_share": 0.05083707635769702, "support_rank": 1}, {"value_label": "0.46", "support": 225, "support_share": 0.045937117190690074, "support_rank": 2}, {"value_label": "0.44", "support": 216, "support_share": 0.04409963250306247, "support_rank": 3}, {"value_label": "0.38", "support": 214, "support_share": 0.043691302572478566, "support_rank": 4}, {"value_label": "0.42", "support": 181, "support_share": 0.03695385871784402, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b2519a1d2f298dd364e0348366be23106e95324 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_n3_eaa636bb529c2eac +-- problem_id: v2p_n3_cd52cbfd2fee0584 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "sulphates" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "sulphates" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7bfaedae98bd24b4ea0677f879e783c9a4ccde08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_n3_eaa636bb529c2eac\n-- problem_id: v2p_n3_cd52cbfd2fee0584\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"sulphates\" AS value_label, COUNT(*) AS support\n FROM \"n3\"\n GROUP BY \"sulphates\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_n3_eaa636bb529c2eac\\n-- problem_id: v2p_n3_cd52cbfd2fee0584\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"sulphates\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n3\\\"\\n GROUP BY \\\"sulphates\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"0.5\", \"support\": 249, \"support_share\": 0.05083707635769702, \"support_rank\": 1}, {\"value_label\": \"0.46\", \"support\": 225, \"support_share\": 0.045937117190690074, \"support_rank\": 2}, {\"value_label\": \"0.44\", \"support\": 216, \"support_share\": 0.04409963250306247, \"support_rank\": 3}, {\"value_label\": \"0.38\", \"support\": 214, \"support_share\": 0.043691302572478566, \"support_rank\": 4}, {\"value_label\": \"0.42\", \"support\": 181, \"support_share\": 0.03695385871784402, \"support_rank\": 5}, {\"value_label\": \"0.48\", \"support\": 179, \"support_share\": 0.036545528787260105, \"support_rank\": 6}, {\"value_label\": \"0.45\", \"support\": 178, \"support_share\": 0.03634136382196815, \"support_rank\": 7}, {\"value_label\": \"0.47\", \"support\": 172, \"support_share\": 0.03511637403021641, \"support_rank\": 8}, {\"value_label\": \"0.4\", \"support\": 168, \"support_share\": 0.03429971416904859, \"support_rank\": 9}, {\"value_label\": \"0.54\", \"support\": 167, \"support_share\": 0.03409554920375663, \"support_rank\": 10}, {\"value_label\": \"0.49\", \"support\": 166, \"support_share\": 0.03389138423846468, \"support_rank\": 11}, {\"value_label\": \"0.43\", \"support\": 161, \"support_share\": 0.0328705594120049, \"support_rank\": 12}, {\"value_label\": \"0.52\", \"support\": 156, \"support_share\": 0.031849734585545124, \"support_rank\": 13}, {\"value_label\": \"0.39\", \"support\": 151, \"support_share\": 0.03082890975908534, \"support_rank\": 14}, {\"value_label\": \"0.51\", \"support\": 140, \"support_share\": 0.028583095140873826, \"support_rank\": 15}, {\"value_label\": \"0.41\", \"support\": 139, \"support_share\": 0.02837893017558187, \"support_rank\": 16}, {\"value_label\": \"0.53\", \"support\": 135, \"support_share\": 0.027562270314414047, \"support_rank\": 17}, {\"value_label\": \"0.37\", \"support\": 129, \"support_share\": 0.02633728052266231, \"support_rank\": 18}, {\"value_label\": \"0.36\", \"support\": 120, \"support_share\": 0.02449979583503471, \"support_rank\": 19}, {\"value_label\": \"0.56\", \"support\": 108, \"support_share\": 0.022049816251531237, \"support_rank\": 20}, {\"value_label\": \"0.55\", \"support\": 102, \"support_share\": 0.0208248264597795, \"support_rank\": 21}, {\"value_label\": \"0.58\", \"support\": 99, \"support_share\": 0.020212331563903636, \"support_rank\": 22}, {\"value_label\": \"0.59\", \"support\": 97, \"support_share\": 0.01980400163331972, \"support_rank\": 23}, {\"value_label\": \"0.6\", \"support\": 88, \"support_share\": 0.01796651694569212, \"support_rank\": 24}, {\"value_label\": \"0.35\", \"support\": 85, \"support_share\": 0.017354022049816252, \"support_rank\": 25}, {\"value_label\": \"0.34\", \"support\": 84, \"support_share\": 0.017149857084524295, \"support_rank\": 26}, {\"value_label\": \"0.57\", \"support\": 83, \"support_share\": 0.01694569211923234, \"support_rank\": 27}, {\"value_label\": \"0.62\", \"support\": 68, \"support_share\": 0.013883217639853002, \"support_rank\": 28}, {\"value_label\": \"0.64\", \"support\": 67, \"support_share\": 0.013679052674561045, \"support_rank\": 29}, {\"value_label\": \"0.33\", \"support\": 59, \"support_share\": 0.012045732952225397, \"support_rank\": 30}, {\"value_label\": \"0.32\", \"support\": 54, \"support_share\": 0.011024908125765618, \"support_rank\": 31}, {\"value_label\": \"0.63\", \"support\": 48, \"support_share\": 0.009799918334013884, \"support_rank\": 32}, {\"value_label\": \"0.61\", \"support\": 45, \"support_share\": 0.009187423438138016, \"support_rank\": 33}, {\"value_label\": \"0.68\", \"support\": 44, \"support_share\": 0.00898325847284606, \"support_rank\": 34}, {\"value_label\": \"0.66\", \"support\": 36, \"support_share\": 0.007349938750510413, \"support_rank\": 35}, {\"value_label\": \"0.31\", \"support\": 35, \"support_share\": 0.0071457737852184565, \"support_rank\": 36}, {\"value_label\": \"0.67\", \"support\": 35, \"support_share\": 0.0071457737852184565, \"support_rank\": 37}, {\"value_label\": \"0.72\", \"support\": 33, \"support_share\": 0.006737443854634545, \"support_rank\": 38}, {\"value_label\": \"0.3\", \"support\": 31, \"support_share\": 0.006329113924050633, \"support_rank\": 39}, {\"value_label\": \"0.69\", \"support\": 30, \"support_share\": 0.006124948958758677, \"support_rank\": 40}, {\"value_label\": \"0.65\", \"support\": 28, \"support_share\": 0.0057166190281747655, \"support_rank\": 41}, {\"value_label\": \"0.7\", \"support\": 27, \"support_share\": 0.005512454062882809, \"support_rank\": 42}, {\"value_label\": \"0.75\", \"support\": 22, \"support_share\": 0.00449162923642303, \"support_rank\": 43}, {\"value_label\": \"0.74\", \"support\": 19, \"support_share\": 0.0038791343405471623, \"support_rank\": 44}, {\"value_label\": \"0.76\", \"support\": 19, \"support_share\": 0.0038791343405471623, \"support_rank\": 45}, {\"value_label\": \"0.78\", \"support\": 19, \"support_share\": 0.0038791343405471623, \"support_rank\": 46}, {\"value_label\": \"0.71\", \"support\": 18, \"support_share\": 0.0036749693752552064, \"support_rank\": 47}, {\"value_label\": \"0.29\", \"support\": 16, \"support_share\": 0.0032666394446712946, \"support_rank\": 48}, {\"value_label\": \"0.77\", \"support\": 16, \"support_share\": 0.0032666394446712946, \"support_rank\": 49}, {\"value_label\": \"0.79\", \"support\": 16, \"support_share\": 0.0032666394446712946, \"support_rank\": 50}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.86}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d4c6cad657f84f1c5cd9426908c2eb2bfb690fa9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.044445+00:00", + "ended_at": "2026-05-04T09:37:05.052044+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_eaa636bb529c2eac", + "problem_id": "v2p_n3_cd52cbfd2fee0584", + "dataset_id": "n3", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=sulphates.", + "bindings": { + "group_col": "sulphates" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_eaa636bb529c2eac.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8f228a52357b656a4a23e00037a66d7bec866dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7944, "bytes_utf8": 7944, "lines": 238, "estimated_tokens": 2288}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 831, "bytes_utf8": 831, "lines": 1, "estimated_tokens": 240}, "usage": {"input_tokens": 22379, "cached_input_tokens": 20864, "output_tokens": 331}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8015028a6e76d1a723725e6d4e7158b6df043fa5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ecce3bb1009f92c9", + "api_calls": 0, + "input_tokens": 22379, + "cached_input_tokens": 20864, + "output_tokens": 331, + "total_tokens": 22710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2288, + "estimated_output_tokens": 240, + "estimated_total_tokens": 2528, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14685.98, + "sql_execution_elapsed_ms_total": 5.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_ecce3bb1009f92c9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f5e66fe416a3cfa04b76a6c9fdccf8025ad6effd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:36:50.282324+00:00", + "ended_at": "2026-05-04T09:37:04.968096+00:00", + "elapsed_ms": 14685.98, + "prompt_metrics": { + "chars": 7944, + "bytes_utf8": 7944, + "lines": 238, + "estimated_tokens": 2288 + }, + "stdout_metrics": { + "chars": 1184, + "bytes_utf8": 1184, + "lines": 4, + "estimated_tokens": 369 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13214 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 831, + "bytes_utf8": 831, + "lines": 1, + "estimated_tokens": 240 + }, + "usage": { + "input_tokens": 22379, + "cached_input_tokens": 20864, + "output_tokens": 331 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c8da56f4ef0eb3064b6db5b797a528f37c4693e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_m4_global_zscore_outliers", + "bindings": { + "measure_col": "total sulfur dioxide", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d7a54700a44205287bf1178c80731fc41d72038 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df258-f8f7-7a53-81ba-1a333e09c03c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_global_zscore_outliers\\nWITH stats AS (\\n SELECT\\n AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL)) AS mean_val,\\n SQRT(AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL) * CAST(\\\"total sulfur dioxide\\\" AS REAL)) - AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL)) * AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL))) AS stddev_val\\n FROM \\\"n3\\\"\\n),\\nscored AS (\\n SELECT\\n \\\"n3\\\".*,\\n (CAST(\\\"total sulfur dioxide\\\" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score\\n FROM \\\"n3\\\"\\n CROSS JOIN stats\\n)\\nSELECT *\\nFROM scored\\nWHERE ABS(z_score) > 2.0\\nORDER BY CAST(\\\"total sulfur dioxide\\\" AS REAL) DESC;\",\"notes\":\"Adapted the planned z-score template for SQLite by replacing unsupported STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)) and casting the TEXT measure column to REAL throughout.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22379,"cached_input_tokens":20864,"output_tokens":331}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..049b5544d6d34ae572d2d012e9b56f6fc258b4b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_global_zscore_outliers\nWITH stats AS (\n SELECT\n AVG(CAST(\"total sulfur dioxide\" AS REAL)) AS mean_val,\n SQRT(AVG(CAST(\"total sulfur dioxide\" AS REAL) * CAST(\"total sulfur dioxide\" AS REAL)) - AVG(CAST(\"total sulfur dioxide\" AS REAL)) * AVG(CAST(\"total sulfur dioxide\" AS REAL))) AS stddev_val\n FROM \"n3\"\n),\nscored AS (\n SELECT\n \"n3\".*,\n (CAST(\"total sulfur dioxide\" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score\n FROM \"n3\"\n CROSS JOIN stats\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > 2.0\nORDER BY CAST(\"total sulfur dioxide\" AS REAL) DESC;","notes":"Adapted the planned z-score template for SQLite by replacing unsupported STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)) and casting the TEXT measure column to REAL throughout."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45f007883bcffcc490eea1ff4c3c677f8d566b46 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:36:50.498652Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:36:53.048203Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:37:04.364011Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..739d75ce8a50829d240ba56e5d38f7fcc153c1ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=total sulfur dioxide. +Result preview: [{"fixed acidity": "6.1", "volatile acidity": "0.26", "citric acid": "0.25", "residual sugar": "2.9", "chlorides": "0.047", "free sulfur dioxide": "289", "total sulfur dioxide": "440", "density": "0.99314", "pH": "3.44", "sulphates": "0.64", "alcohol": "10.5", "quality": "3", "z_score": 7.098444189458064}, {"fixed acidity": "8.6", "volatile acidity": "0.55", "citric acid": "0.35", "residual sugar": "15.55", "chlorides": "0.057", "free sulfur dioxide": "35.5", "total sulfur dioxide": "366.5", "density": "1.0001", "pH": "3.04", "sulphates": "0.63", "alcohol": "11", "quality": "3", "z_score": 5.368777086196981}, {"fixed acidity": "9.1", "volatile acidity": "0.33", "citric acid": "0.38", "residual sugar": "1.7", "chlorides": "0.062", "free sulfur dioxide": "50.5", "total sulfur dioxide": "344", "density": "0.9958", "pH": "3.1", "sulphates": "0.7", "alcohol": "9.5", "quality": "5", "z_score": 4.839287156627261}, {"fixed acidity": "7.5", "volatile acidity": "0.27", "citric acid": "0.31", "residual sugar": "5.8", "chlorides": "0.057", "free sulfur dioxide": "131", "total sulfur dioxide": "313", "density": "0.9946", "pH": "3.18", "sulphates": "0.59", "alcohol": "10.5", "quality": "5", "z_score": 4.10976769810898}, {"fixed acidity": "7.1", "volatile acidity": "0.49", "citric acid": "0.22", "residual sugar": "2", "chlorides": "0.047", "free sulfur dioxide": "146.5", "total sulfur dioxide": "307.5", "density": "0.9924", "pH": "3.24", "sulphates": "0.37", "alcohol": "11", "quality": "3", "z_score": 3.9803368264363823}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..654b02cb1fb6290ae42a20b4b4eecaa00269ecde --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/generated_sql.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n3_ecce3bb1009f92c9 +-- problem_id: v2p_n3_8237809531a6da18 +-- realization_mode: agent +-- source_kind: agent +WITH stats AS ( + SELECT + AVG(CAST("total sulfur dioxide" AS REAL)) AS mean_val, + SQRT(AVG(CAST("total sulfur dioxide" AS REAL) * CAST("total sulfur dioxide" AS REAL)) - AVG(CAST("total sulfur dioxide" AS REAL)) * AVG(CAST("total sulfur dioxide" AS REAL))) AS stddev_val + FROM "n3" +), +scored AS ( + SELECT + "n3".*, + (CAST("total sulfur dioxide" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score + FROM "n3" + CROSS JOIN stats +) +SELECT * +FROM scored +WHERE ABS(z_score) > 2.0 +ORDER BY CAST("total sulfur dioxide" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..10e374e8b11e34d496761ce3e163cc75f0303631 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_global_zscore_outliers\nWITH stats AS (\n SELECT\n AVG(CAST(\"total sulfur dioxide\" AS REAL)) AS mean_val,\n SQRT(AVG(CAST(\"total sulfur dioxide\" AS REAL) * CAST(\"total sulfur dioxide\" AS REAL)) - AVG(CAST(\"total sulfur dioxide\" AS REAL)) * AVG(CAST(\"total sulfur dioxide\" AS REAL))) AS stddev_val\n FROM \"n3\"\n),\nscored AS (\n SELECT\n \"n3\".*,\n (CAST(\"total sulfur dioxide\" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score\n FROM \"n3\"\n CROSS JOIN stats\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > 2.0\nORDER BY CAST(\"total sulfur dioxide\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_global_zscore_outliers\\nWITH stats AS (\\n SELECT\\n AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL)) AS mean_val,\\n SQRT(AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL) * CAST(\\\"total sulfur dioxide\\\" AS REAL)) - AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL)) * AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL))) AS stddev_val\\n FROM \\\"n3\\\"\\n),\\nscored AS (\\n SELECT\\n \\\"n3\\\".*,\\n (CAST(\\\"total sulfur dioxide\\\" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score\\n FROM \\\"n3\\\"\\n CROSS JOIN stats\\n)\\nSELECT *\\nFROM scored\\nWHERE ABS(z_score) > 2.0\\nORDER BY CAST(\\\"total sulfur dioxide\\\" AS REAL) DESC;\", \"columns\": [\"fixed acidity\", \"volatile acidity\", \"citric acid\", \"residual sugar\", \"chlorides\", \"free sulfur dioxide\", \"total sulfur dioxide\", \"density\", \"pH\", \"sulphates\", \"alcohol\", \"quality\", \"z_score\"], \"rows\": [{\"fixed acidity\": \"6.1\", \"volatile acidity\": \"0.26\", \"citric acid\": \"0.25\", \"residual sugar\": \"2.9\", \"chlorides\": \"0.047\", \"free sulfur dioxide\": \"289\", \"total sulfur dioxide\": \"440\", \"density\": \"0.99314\", \"pH\": \"3.44\", \"sulphates\": \"0.64\", \"alcohol\": \"10.5\", \"quality\": \"3\", \"z_score\": 7.098444189458064}, {\"fixed acidity\": \"8.6\", \"volatile acidity\": \"0.55\", \"citric acid\": \"0.35\", \"residual sugar\": \"15.55\", \"chlorides\": \"0.057\", \"free sulfur dioxide\": \"35.5\", \"total sulfur dioxide\": \"366.5\", \"density\": \"1.0001\", \"pH\": \"3.04\", \"sulphates\": \"0.63\", \"alcohol\": \"11\", \"quality\": \"3\", \"z_score\": 5.368777086196981}, {\"fixed acidity\": \"9.1\", \"volatile acidity\": \"0.33\", \"citric acid\": \"0.38\", \"residual sugar\": \"1.7\", \"chlorides\": \"0.062\", \"free sulfur dioxide\": \"50.5\", \"total sulfur dioxide\": \"344\", \"density\": \"0.9958\", \"pH\": \"3.1\", \"sulphates\": \"0.7\", \"alcohol\": \"9.5\", \"quality\": \"5\", \"z_score\": 4.839287156627261}, {\"fixed acidity\": \"7.5\", \"volatile acidity\": \"0.27\", \"citric acid\": \"0.31\", \"residual sugar\": \"5.8\", \"chlorides\": \"0.057\", \"free sulfur dioxide\": \"131\", \"total sulfur dioxide\": \"313\", \"density\": \"0.9946\", \"pH\": \"3.18\", \"sulphates\": \"0.59\", \"alcohol\": \"10.5\", \"quality\": \"5\", \"z_score\": 4.10976769810898}, {\"fixed acidity\": \"7.1\", \"volatile acidity\": \"0.49\", \"citric acid\": \"0.22\", \"residual sugar\": \"2\", \"chlorides\": \"0.047\", \"free sulfur dioxide\": \"146.5\", \"total sulfur dioxide\": \"307.5\", \"density\": \"0.9924\", \"pH\": \"3.24\", \"sulphates\": \"0.37\", \"alcohol\": \"11\", \"quality\": \"3\", \"z_score\": 3.9803368264363823}, {\"fixed acidity\": \"6.9\", \"volatile acidity\": \"0.4\", \"citric acid\": \"0.22\", \"residual sugar\": \"5.95\", \"chlorides\": \"0.081\", \"free sulfur dioxide\": \"76\", \"total sulfur dioxide\": \"303\", \"density\": \"0.99705\", \"pH\": \"3.4\", \"sulphates\": \"0.57\", \"alcohol\": \"9.4\", \"quality\": \"5\", \"z_score\": 3.8744388405224384}, {\"fixed acidity\": \"7.6\", \"volatile acidity\": \"0.25\", \"citric acid\": \"1.23\", \"residual sugar\": \"4.6\", \"chlorides\": \"0.035\", \"free sulfur dioxide\": \"51\", \"total sulfur dioxide\": \"294\", \"density\": \"0.99018\", \"pH\": \"3.03\", \"sulphates\": \"0.43\", \"alcohol\": \"13.1\", \"quality\": \"6\", \"z_score\": 3.662642868694551}, {\"fixed acidity\": \"9.4\", \"volatile acidity\": \"0.23\", \"citric acid\": \"0.56\", \"residual sugar\": \"16.45\", \"chlorides\": \"0.063\", \"free sulfur dioxide\": \"52.5\", \"total sulfur dioxide\": \"282\", \"density\": \"1.00098\", \"pH\": \"3.1\", \"sulphates\": \"0.51\", \"alcohol\": \"9.3\", \"quality\": \"5\", \"z_score\": 3.3802482395907}, {\"fixed acidity\": \"7.1\", \"volatile acidity\": \"0.25\", \"citric acid\": \"0.32\", \"residual sugar\": \"10.3\", \"chlorides\": \"0.041\", \"free sulfur dioxide\": \"66\", \"total sulfur dioxide\": \"272\", \"density\": \"0.9969\", \"pH\": \"3.17\", \"sulphates\": \"0.52\", \"alcohol\": \"9.1\", \"quality\": \"6\", \"z_score\": 3.1449193820041583}, {\"fixed acidity\": \"6.2\", \"volatile acidity\": \"0.255\", \"citric acid\": \"0.24\", \"residual sugar\": \"1.7\", \"chlorides\": \"0.039\", \"free sulfur dioxide\": \"138.5\", \"total sulfur dioxide\": \"272\", \"density\": \"0.99452\", \"pH\": \"3.53\", \"sulphates\": \"0.53\", \"alcohol\": \"9.6\", \"quality\": \"4\", \"z_score\": 3.1449193820041583}, {\"fixed acidity\": \"6.3\", \"volatile acidity\": \"0.39\", \"citric acid\": \"0.35\", \"residual sugar\": \"5.9\", \"chlorides\": \"0.04\", \"free sulfur dioxide\": \"82.5\", \"total sulfur dioxide\": \"260\", \"density\": \"0.9941\", \"pH\": \"3.12\", \"sulphates\": \"0.66\", \"alcohol\": \"10.1\", \"quality\": \"5\", \"z_score\": 2.862524752900308}, {\"fixed acidity\": \"6.1\", \"volatile acidity\": \"0.4\", \"citric acid\": \"0.18\", \"residual sugar\": \"9\", \"chlorides\": \"0.051\", \"free sulfur dioxide\": \"28.5\", \"total sulfur dioxide\": \"259\", \"density\": \"0.9964\", \"pH\": \"3.19\", \"sulphates\": \"0.5\", \"alcohol\": \"8.8\", \"quality\": \"5\", \"z_score\": 2.8389918671416536}, {\"fixed acidity\": \"8.3\", \"volatile acidity\": \"0.36\", \"citric acid\": \"0.57\", \"residual sugar\": \"15\", \"chlorides\": \"0.052\", \"free sulfur dioxide\": \"35\", \"total sulfur dioxide\": \"256\", \"density\": \"1.0001\", \"pH\": \"2.93\", \"sulphates\": \"0.64\", \"alcohol\": \"8.6\", \"quality\": \"5\", \"z_score\": 2.768393209865691}, {\"fixed acidity\": \"8.3\", 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\"z_score\": 2.6977945525897282}, {\"fixed acidity\": \"7\", \"volatile acidity\": \"0.21\", \"citric acid\": \"0.34\", \"residual sugar\": \"8.5\", \"chlorides\": \"0.033\", \"free sulfur dioxide\": \"31\", \"total sulfur dioxide\": \"253\", \"density\": \"0.9953\", \"pH\": \"3.22\", \"sulphates\": \"0.56\", \"alcohol\": \"10.5\", \"quality\": \"6\", \"z_score\": 2.6977945525897282}, {\"fixed acidity\": \"8.3\", \"volatile acidity\": \"0.28\", \"citric acid\": \"0.27\", \"residual sugar\": \"17.5\", \"chlorides\": \"0.045\", \"free sulfur dioxide\": \"48\", \"total sulfur dioxide\": \"253\", \"density\": \"1.00014\", \"pH\": \"3.02\", \"sulphates\": \"0.56\", \"alcohol\": \"9.1\", \"quality\": \"6\", \"z_score\": 2.6977945525897282}, {\"fixed acidity\": \"7.1\", \"volatile acidity\": \"0.27\", \"citric acid\": \"0.31\", \"residual sugar\": \"18.2\", \"chlorides\": \"0.046\", \"free sulfur dioxide\": \"55\", \"total sulfur dioxide\": \"252\", \"density\": \"1\", \"pH\": \"3.07\", \"sulphates\": \"0.56\", \"alcohol\": \"8.7\", \"quality\": \"5\", \"z_score\": 2.6742616668310744}, {\"fixed acidity\": \"6.3\", \"volatile acidity\": \"0.695\", \"citric acid\": \"0.55\", \"residual sugar\": \"12.9\", \"chlorides\": \"0.056\", \"free sulfur dioxide\": \"58\", \"total sulfur dioxide\": \"252\", \"density\": \"0.99806\", \"pH\": \"3.29\", \"sulphates\": \"0.49\", \"alcohol\": \"8.7\", \"quality\": \"5\", \"z_score\": 2.6742616668310744}, {\"fixed acidity\": \"6.7\", \"volatile acidity\": \"0.18\", \"citric acid\": \"0.3\", \"residual sugar\": \"6.4\", \"chlorides\": \"0.048\", \"free sulfur dioxide\": \"40\", \"total sulfur dioxide\": \"251\", \"density\": \"0.9956\", \"pH\": \"3.29\", \"sulphates\": \"0.52\", \"alcohol\": \"10\", \"quality\": \"5\", \"z_score\": 2.65072878107242}, {\"fixed acidity\": \"6.7\", \"volatile acidity\": \"0.18\", \"citric acid\": \"0.3\", \"residual sugar\": \"6.4\", \"chlorides\": \"0.048\", \"free sulfur dioxide\": \"40\", \"total sulfur dioxide\": \"251\", \"density\": \"0.9956\", \"pH\": \"3.29\", \"sulphates\": \"0.52\", \"alcohol\": \"10\", \"quality\": \"5\", \"z_score\": 2.65072878107242}, {\"fixed acidity\": \"6.7\", \"volatile acidity\": \"0.18\", \"citric acid\": \"0.3\", \"residual sugar\": \"6.4\", \"chlorides\": \"0.048\", \"free sulfur dioxide\": \"40\", \"total sulfur dioxide\": \"251\", \"density\": \"0.9956\", \"pH\": \"3.29\", \"sulphates\": \"0.52\", \"alcohol\": \"10\", \"quality\": \"5\", \"z_score\": 2.65072878107242}, {\"fixed acidity\": \"7\", \"volatile acidity\": \"0.33\", \"citric acid\": \"0.78\", \"residual sugar\": \"9.9\", \"chlorides\": \"0.042\", \"free sulfur dioxide\": \"21\", \"total sulfur dioxide\": \"251\", \"density\": \"0.99435\", \"pH\": \"3.01\", \"sulphates\": \"0.55\", \"alcohol\": \"11\", \"quality\": \"6\", \"z_score\": 2.65072878107242}, {\"fixed acidity\": \"6.1\", \"volatile acidity\": \"0.18\", \"citric acid\": \"0.36\", \"residual sugar\": \"2\", \"chlorides\": \"0.038\", \"free sulfur dioxide\": \"20\", \"total sulfur dioxide\": \"249.5\", \"density\": \"0.9923\", \"pH\": \"3.37\", \"sulphates\": \"0.79\", \"alcohol\": \"11.3\", \"quality\": \"6\", \"z_score\": 2.6154294524344386}, {\"fixed acidity\": \"6.1\", \"volatile acidity\": \"0.43\", \"citric acid\": \"0.35\", \"residual sugar\": \"9.1\", \"chlorides\": \"0.059\", \"free sulfur dioxide\": \"83\", \"total sulfur dioxide\": \"249\", \"density\": \"0.9971\", \"pH\": \"3.37\", \"sulphates\": \"0.5\", \"alcohol\": \"8.5\", \"quality\": \"5\", \"z_score\": 2.6036630095551114}, {\"fixed acidity\": \"8.2\", \"volatile acidity\": \"0.18\", \"citric acid\": \"0.31\", \"residual sugar\": \"11.8\", \"chlorides\": \"0.039\", \"free sulfur dioxide\": \"96\", \"total sulfur dioxide\": \"249\", \"density\": \"0.9976\", \"pH\": \"3.07\", \"sulphates\": \"0.52\", \"alcohol\": \"9.5\", \"quality\": \"6\", \"z_score\": 2.6036630095551114}, {\"fixed acidity\": \"8\", \"volatile acidity\": \"0.25\", \"citric acid\": \"0.26\", \"residual sugar\": \"14\", \"chlorides\": \"0.043\", \"free sulfur dioxide\": \"41\", \"total sulfur dioxide\": \"248\", \"density\": \"0.9986\", \"pH\": \"3.03\", \"sulphates\": \"0.57\", \"alcohol\": \"8.7\", \"quality\": \"6\", \"z_score\": 2.5801301237964576}, {\"fixed acidity\": \"6.7\", \"volatile acidity\": \"0.42\", \"citric acid\": \"0.39\", \"residual sugar\": \"12.1\", \"chlorides\": \"0.04\", \"free sulfur dioxide\": \"61\", \"total sulfur dioxide\": \"248\", \"density\": \"0.99794\", \"pH\": \"3.31\", \"sulphates\": \"0.58\", \"alcohol\": \"9.7\", \"quality\": \"5\", \"z_score\": 2.5801301237964576}, {\"fixed acidity\": \"6.7\", \"volatile acidity\": \"0.42\", \"citric acid\": \"0.39\", \"residual sugar\": \"12.1\", \"chlorides\": \"0.04\", \"free sulfur dioxide\": \"61\", \"total sulfur dioxide\": \"248\", \"density\": \"0.99794\", \"pH\": \"3.31\", \"sulphates\": \"0.58\", \"alcohol\": \"9.7\", \"quality\": \"5\", \"z_score\": 2.5801301237964576}, {\"fixed acidity\": \"6.8\", \"volatile acidity\": \"0.24\", \"citric acid\": \"0.49\", \"residual sugar\": \"19.3\", \"chlorides\": \"0.057\", \"free sulfur dioxide\": \"55\", \"total sulfur dioxide\": \"247\", \"density\": \"1.00055\", \"pH\": \"3\", \"sulphates\": \"0.56\", \"alcohol\": \"8.7\", \"quality\": \"5\", \"z_score\": 2.5565972380378033}, {\"fixed acidity\": \"6.5\", \"volatile acidity\": \"0.34\", \"citric acid\": \"0.36\", \"residual sugar\": \"11\", \"chlorides\": \"0.052\", \"free sulfur dioxide\": \"53\", \"total sulfur dioxide\": \"247\", \"density\": \"0.9984\", \"pH\": \"3.44\", \"sulphates\": \"0.55\", \"alcohol\": \"9.3\", \"quality\": \"6\", \"z_score\": 2.5565972380378033}, {\"fixed acidity\": \"5.9\", \"volatile acidity\": \"0.24\", \"citric acid\": \"0.12\", \"residual sugar\": \"1.4\", \"chlorides\": \"0.035\", \"free sulfur dioxide\": \"60\", \"total sulfur dioxide\": \"247\", \"density\": \"0.99358\", \"pH\": \"3.34\", \"sulphates\": \"0.44\", \"alcohol\": \"9.6\", \"quality\": \"6\", \"z_score\": 2.5565972380378033}, {\"fixed acidity\": \"6\", \"volatile acidity\": \"0.39\", \"citric acid\": \"0.17\", \"residual sugar\": \"12\", \"chlorides\": \"0.046\", \"free sulfur dioxide\": \"65\", \"total sulfur dioxide\": \"246\", \"density\": \"0.9976\", \"pH\": \"3.15\", \"sulphates\": \"0.38\", \"alcohol\": \"9\", \"quality\": \"6\", \"z_score\": 2.533064352279149}, {\"fixed acidity\": \"7\", \"volatile acidity\": \"0.25\", \"citric acid\": \"0.32\", \"residual sugar\": \"9\", \"chlorides\": \"0.046\", \"free sulfur dioxide\": \"56\", \"total sulfur dioxide\": \"245\", \"density\": \"0.9955\", \"pH\": \"3.25\", \"sulphates\": \"0.5\", \"alcohol\": \"10.4\", \"quality\": \"6\", \"z_score\": 2.5095314665204946}, {\"fixed acidity\": \"5.8\", \"volatile acidity\": \"0.4\", \"citric acid\": \"0.42\", \"residual sugar\": \"4.4\", \"chlorides\": \"0.047\", \"free sulfur dioxide\": \"38.5\", \"total sulfur dioxide\": \"245\", \"density\": \"0.9937\", \"pH\": \"3.25\", \"sulphates\": \"0.57\", \"alcohol\": \"9.6\", \"quality\": \"6\", \"z_score\": 2.5095314665204946}, {\"fixed acidity\": \"6.6\", \"volatile acidity\": \"0.52\", \"citric acid\": \"0.44\", \"residual sugar\": \"12.2\", \"chlorides\": \"0.048\", \"free sulfur dioxide\": \"54\", \"total sulfur dioxide\": \"245\", \"density\": \"0.9975\", \"pH\": \"3.26\", \"sulphates\": \"0.54\", \"alcohol\": \"9.3\", \"quality\": \"6\", \"z_score\": 2.5095314665204946}, {\"fixed acidity\": \"6.3\", \"volatile acidity\": \"0.6\", \"citric acid\": \"0.44\", \"residual sugar\": \"11\", \"chlorides\": \"0.05\", \"free sulfur dioxide\": \"50\", \"total sulfur dioxide\": \"245\", \"density\": \"0.9972\", \"pH\": \"3.19\", \"sulphates\": \"0.57\", \"alcohol\": \"9.3\", \"quality\": \"4\", \"z_score\": 2.5095314665204946}, {\"fixed acidity\": \"6.2\", \"volatile acidity\": \"0.21\", \"citric acid\": \"0.38\", \"residual sugar\": \"6.8\", \"chlorides\": \"0.036\", \"free sulfur dioxide\": \"64\", \"total sulfur dioxide\": \"245\", \"density\": \"0.9951\", \"pH\": \"3.06\", \"sulphates\": \"0.36\", \"alcohol\": \"9.3\", \"quality\": \"6\", \"z_score\": 2.5095314665204946}, {\"fixed acidity\": \"6.2\", \"volatile acidity\": \"0.27\", \"citric acid\": \"0.43\", \"residual sugar\": \"7.8\", \"chlorides\": \"0.056\", \"free sulfur dioxide\": \"48\", \"total sulfur dioxide\": \"244\", \"density\": \"0.9956\", \"pH\": \"3.1\", \"sulphates\": \"0.51\", \"alcohol\": \"9\", \"quality\": \"6\", \"z_score\": 2.4859985807618408}, {\"fixed acidity\": \"6.2\", \"volatile acidity\": \"0.35\", \"citric acid\": \"0.29\", \"residual sugar\": \"7.3\", \"chlorides\": \"0.044\", \"free sulfur dioxide\": \"56\", \"total sulfur dioxide\": \"244\", \"density\": \"0.9956\", \"pH\": \"3.36\", \"sulphates\": \"0.55\", \"alcohol\": \"10\", \"quality\": \"6\", \"z_score\": 2.4859985807618408}, {\"fixed acidity\": \"6.1\", \"volatile acidity\": \"0.27\", \"citric acid\": \"0.43\", \"residual sugar\": \"7.5\", \"chlorides\": \"0.049\", \"free sulfur dioxide\": \"65\", \"total sulfur dioxide\": \"243\", \"density\": \"0.9957\", \"pH\": \"3.12\", \"sulphates\": \"0.47\", \"alcohol\": \"9\", \"quality\": \"5\", \"z_score\": 2.4624656950031865}, {\"fixed acidity\": \"7.5\", \"volatile acidity\": \"0.33\", \"citric acid\": \"0.48\", \"residual sugar\": \"19.45\", \"chlorides\": \"0.048\", \"free sulfur dioxide\": \"55\", \"total sulfur dioxide\": \"243\", \"density\": \"1.001\", \"pH\": \"2.95\", \"sulphates\": \"0.4\", \"alcohol\": \"8.8\", \"quality\": \"5\", \"z_score\": 2.4624656950031865}, {\"fixed acidity\": \"8.5\", \"volatile acidity\": \"0.56\", \"citric acid\": \"0.74\", \"residual sugar\": \"17.85\", \"chlorides\": \"0.051\", \"free sulfur dioxide\": \"51\", \"total sulfur dioxide\": \"243\", \"density\": \"1.0005\", \"pH\": \"2.99\", \"sulphates\": \"0.7\", \"alcohol\": \"9.2\", \"quality\": \"5\", \"z_score\": 2.4624656950031865}, {\"fixed acidity\": \"6.4\", \"volatile acidity\": \"0.37\", \"citric acid\": \"0.49\", \"residual sugar\": \"13.3\", \"chlorides\": \"0.045\", \"free sulfur dioxide\": \"53\", \"total sulfur dioxide\": \"243\", \"density\": \"0.9982\", \"pH\": \"3.14\", \"sulphates\": \"0.48\", \"alcohol\": \"8.5\", \"quality\": \"6\", \"z_score\": 2.4624656950031865}, {\"fixed acidity\": \"8.7\", \"volatile acidity\": \"0.49\", \"citric acid\": \"0.57\", \"residual sugar\": \"17.8\", \"chlorides\": \"0.052\", \"free sulfur dioxide\": \"34\", \"total sulfur dioxide\": \"243\", \"density\": \"1.0007\", \"pH\": \"2.98\", \"sulphates\": \"0.82\", \"alcohol\": \"9\", \"quality\": \"5\", \"z_score\": 2.4624656950031865}, {\"fixed acidity\": \"6.6\", \"volatile acidity\": \"0.435\", \"citric acid\": \"0.38\", \"residual sugar\": \"9.2\", \"chlorides\": \"0.058\", \"free sulfur dioxide\": \"66\", \"total sulfur dioxide\": \"243\", \"density\": \"0.99833\", \"pH\": \"3.23\", \"sulphates\": \"0.54\", \"alcohol\": \"9.1\", \"quality\": \"6\", \"z_score\": 2.4624656950031865}, {\"fixed acidity\": \"6.8\", \"volatile acidity\": \"0.18\", \"citric acid\": \"0.28\", \"residual sugar\": \"8.7\", \"chlorides\": \"0.047\", \"free sulfur dioxide\": \"52\", \"total sulfur dioxide\": \"242\", \"density\": \"0.9952\", \"pH\": \"3.22\", \"sulphates\": \"0.53\", \"alcohol\": \"10.5\", \"quality\": \"6\", \"z_score\": 2.438932809244532}, {\"fixed acidity\": \"6.8\", \"volatile acidity\": \"0.18\", \"citric acid\": \"0.28\", \"residual sugar\": \"8.5\", \"chlorides\": \"0.047\", \"free sulfur dioxide\": \"52\", \"total sulfur dioxide\": \"242\", \"density\": \"0.9952\", \"pH\": \"3.22\", \"sulphates\": \"0.53\", \"alcohol\": \"10.5\", \"quality\": \"6\", \"z_score\": 2.438932809244532}, {\"fixed acidity\": \"6.5\", \"volatile acidity\": \"0.425\", \"citric acid\": \"0.4\", \"residual sugar\": \"13.1\", \"chlorides\": \"0.038\", \"free sulfur dioxide\": \"59\", \"total sulfur dioxide\": \"241\", \"density\": \"0.9979\", \"pH\": \"3.23\", \"sulphates\": \"0.57\", \"alcohol\": \"9\", \"quality\": \"5\", \"z_score\": 2.415399923485878}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.84}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..debc781892d5b620996082cbff17d33df4b7c5a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:36:50.280069+00:00", + "ended_at": "2026-05-04T09:37:05.002202+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ecce3bb1009f92c9", + "problem_id": "v2p_n3_8237809531a6da18", + "dataset_id": "n3", + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=total sulfur dioxide.", + "bindings": { + "measure_col": "total sulfur dioxide", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=138" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_ecce3bb1009f92c9.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ecce3bb1009f92c9", + "api_calls": 0, + "input_tokens": 22379, + "cached_input_tokens": 20864, + "output_tokens": 331, + "total_tokens": 22710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2288, + "estimated_output_tokens": 240, + "estimated_total_tokens": 2528, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14685.98, + "sql_execution_elapsed_ms_total": 5.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_ecce3bb1009f92c9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d9b0bc717a74808e0664ec262f99d50b891bc42 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:37:04.986898+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14685.98, "started_at": "2026-05-04T09:36:50.282324+00:00", "ended_at": "2026-05-04T09:37:04.968096+00:00", "prompt_metrics": {"chars": 7944, "bytes_utf8": 7944, "lines": 238, "estimated_tokens": 2288}, "response_metrics": {"chars": 831, "bytes_utf8": 831, "lines": 1, "estimated_tokens": 240}, "usage": {"input_tokens": 22379, "cached_input_tokens": 20864, "output_tokens": 331}, "stderr_preview": "2026-05-04T09:36:50.498652Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:36:53.048203Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.0\\nORDER BY CAST(\\\"total sulfur dioxide\\\" AS REAL) DESC;\",\"notes\":\"Adapted the planned z-score template for SQLite by replacing unsupported STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)) and casting the TEXT measure column to REAL throughout.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d37e3271a4c4b420f9aa5dad34474b3c806db2c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecce3bb1009f92c9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ecce3bb1009f92c9", + "api_calls": 0, + "input_tokens": 22379, + "cached_input_tokens": 20864, + "output_tokens": 331, + "total_tokens": 22710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2288, + "estimated_output_tokens": 240, + "estimated_total_tokens": 2528, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14685.98, + "sql_execution_elapsed_ms_total": 5.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_ecce3bb1009f92c9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..901378d6d1a319933ba1a2123bb7cbb4cb919d78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7588, "bytes_utf8": 7588, "lines": 238, "estimated_tokens": 2174}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 357, "bytes_utf8": 357, "lines": 1, "estimated_tokens": 84}, "usage": {"input_tokens": 22265, "cached_input_tokens": 21888, "output_tokens": 100}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aee4eaa3dca4ee53d4c2b81930f0d7e8d362b4ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ecf60e717d79744e", + "api_calls": 0, + "input_tokens": 22265, + "cached_input_tokens": 21888, + "output_tokens": 100, + "total_tokens": 22365, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2174, + "estimated_output_tokens": 84, + "estimated_total_tokens": 2258, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10286.53, + "sql_execution_elapsed_ms_total": 3.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_ecf60e717d79744e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e31c6f6193ede69ed9b6a584a1d6e82cc94b5342 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:12:48.218994+00:00", + "ended_at": "2026-05-04T09:12:58.502664+00:00", + "elapsed_ms": 10286.53, + "prompt_metrics": { + "chars": 7588, + "bytes_utf8": 7588, + "lines": 238, + "estimated_tokens": 2174 + }, + "stdout_metrics": { + "chars": 677, + "bytes_utf8": 677, + "lines": 4, + "estimated_tokens": 184 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13239 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 357, + "bytes_utf8": 357, + "lines": 1, + "estimated_tokens": 84 + }, + "usage": { + "input_tokens": 22265, + "cached_input_tokens": 21888, + "output_tokens": 100 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..508b41c4a67c0e9f623e9bc45baff21f6ded68f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "fixed acidity", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1317c95abe649fdb4d2de844d5b463a17b1aef6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df242-f7e7-7943-8320-76f6f1392484"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"fixed acidity\\\" on the single table \\\"n3\\\". Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22265,"cached_input_tokens":21888,"output_tokens":100}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..341c11960384807a76761014687d85aa848008ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"fixed acidity\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"fixed acidity\" on the single table \"n3\". Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0043b2ab90b984d097dc4ab9172de5d298837281 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:12:48.441642Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:12:50.843277Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:12:57.536686Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d94e29bd2a0b59ce0c478ad3ad14b5e6c386651b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity. +Result preview: [{"fixed acidity": "6.8", "row_count": 308}, {"fixed acidity": "6.6", "row_count": 290}, {"fixed acidity": "6.4", "row_count": 280}, {"fixed acidity": "6.9", "row_count": 241}, {"fixed acidity": "6.7", "row_count": 236}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a29acc8324e610c2a435752e32f5a18e72f5050 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n3_ecf60e717d79744e +-- problem_id: v2p_n3_6bc58d4c5cb44264 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS row_count +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..28d42c9ebcc658e4ac151ef7baf5005bf0eeba1f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"fixed acidity\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"fixed acidity\", \"row_count\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"row_count\": 308}, {\"fixed acidity\": \"6.6\", \"row_count\": 290}, {\"fixed acidity\": \"6.4\", \"row_count\": 280}, {\"fixed acidity\": \"6.9\", \"row_count\": 241}, {\"fixed acidity\": \"6.7\", \"row_count\": 236}, {\"fixed acidity\": \"7\", \"row_count\": 232}, {\"fixed acidity\": \"6.5\", \"row_count\": 225}, {\"fixed acidity\": \"7.2\", \"row_count\": 206}, {\"fixed acidity\": \"7.1\", \"row_count\": 200}, {\"fixed acidity\": \"7.4\", \"row_count\": 194}, {\"fixed acidity\": \"6.2\", \"row_count\": 192}, {\"fixed acidity\": \"6.3\", \"row_count\": 188}, {\"fixed acidity\": \"6\", \"row_count\": 184}, {\"fixed acidity\": \"7.3\", \"row_count\": 178}, {\"fixed acidity\": \"6.1\", \"row_count\": 155}, {\"fixed acidity\": \"7.6\", \"row_count\": 153}, {\"fixed acidity\": \"7.5\", \"row_count\": 123}, {\"fixed acidity\": \"5.8\", \"row_count\": 121}, {\"fixed acidity\": \"5.9\", \"row_count\": 103}, {\"fixed acidity\": \"7.8\", \"row_count\": 93}, {\"fixed acidity\": \"7.7\", \"row_count\": 93}, {\"fixed acidity\": \"5.7\", \"row_count\": 88}, {\"fixed acidity\": \"8\", \"row_count\": 80}, {\"fixed acidity\": \"7.9\", \"row_count\": 74}, {\"fixed acidity\": \"5.6\", \"row_count\": 71}, {\"fixed acidity\": \"8.2\", \"row_count\": 56}, {\"fixed acidity\": \"8.1\", \"row_count\": 56}, {\"fixed acidity\": \"8.3\", \"row_count\": 52}, {\"fixed acidity\": \"8.4\", \"row_count\": 35}, {\"fixed acidity\": \"8.5\", \"row_count\": 32}, {\"fixed acidity\": \"5.5\", \"row_count\": 31}, {\"fixed acidity\": \"5.4\", \"row_count\": 28}, {\"fixed acidity\": \"5.2\", \"row_count\": 28}, {\"fixed acidity\": \"5.3\", \"row_count\": 27}, {\"fixed acidity\": \"8.6\", \"row_count\": 25}, {\"fixed acidity\": \"5\", \"row_count\": 24}, {\"fixed acidity\": \"5.1\", \"row_count\": 23}, {\"fixed acidity\": \"9.2\", \"row_count\": 21}, {\"fixed acidity\": \"8.8\", \"row_count\": 18}, {\"fixed acidity\": \"9\", \"row_count\": 17}, {\"fixed acidity\": \"8.9\", \"row_count\": 16}, {\"fixed acidity\": \"8.7\", \"row_count\": 15}, {\"fixed acidity\": \"9.4\", \"row_count\": 11}, {\"fixed acidity\": \"4.8\", \"row_count\": 9}, {\"fixed acidity\": \"9.8\", \"row_count\": 8}, {\"fixed acidity\": \"4.9\", \"row_count\": 7}, {\"fixed acidity\": \"9.1\", \"row_count\": 6}, {\"fixed acidity\": \"9.6\", \"row_count\": 5}, {\"fixed acidity\": \"4.7\", \"row_count\": 5}, {\"fixed acidity\": \"9.7\", \"row_count\": 4}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.54}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ce12533f3e680a630751e15d2eeeeaf013d16d81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:12:48.216312+00:00", + "ended_at": "2026-05-04T09:12:58.539946+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ecf60e717d79744e", + "problem_id": "v2p_n3_6bc58d4c5cb44264", + "dataset_id": "n3", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_ecf60e717d79744e.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ecf60e717d79744e", + "api_calls": 0, + "input_tokens": 22265, + "cached_input_tokens": 21888, + "output_tokens": 100, + "total_tokens": 22365, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2174, + "estimated_output_tokens": 84, + "estimated_total_tokens": 2258, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10286.53, + "sql_execution_elapsed_ms_total": 3.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_ecf60e717d79744e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2941909e3a8bd3fee2ee19ede4718950c30457ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ecf60e717d79744e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:12:58.528113+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10286.53, "started_at": "2026-05-04T09:12:48.218994+00:00", "ended_at": "2026-05-04T09:12:58.502664+00:00", "prompt_metrics": {"chars": 7588, "bytes_utf8": 7588, "lines": 238, "estimated_tokens": 2174}, "response_metrics": {"chars": 357, "bytes_utf8": 357, "lines": 1, "estimated_tokens": 84}, "usage": {"input_tokens": 22265, "cached_input_tokens": 21888, "output_tokens": 100}, "stderr_preview": "2026-05-04T09:12:48.441642Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:12:50.843277Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=volatile acidity.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "sulphates", + "measure_col": "volatile acidity", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..20d602d080dbf010555c7e795219efdcd57ab646 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df246-e708-7953-a31f-354af38e8c59"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"volatile acidity\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the planned Grouped Numeric Mean template with group_col=\\\"sulphates\\\" and measure_col=\\\"volatile acidity\\\". CAST to REAL is needed because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22295,"cached_input_tokens":21888,"output_tokens":196}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4777746e9e9b2c782791ccaf22727920ea07aa6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sulphates\", AVG(CAST(\"volatile acidity\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY avg_measure DESC;","notes":"Applied the planned Grouped Numeric Mean template with group_col=\"sulphates\" and measure_col=\"volatile acidity\". CAST to REAL is needed because the schema stores numeric values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f664cd00d50ff0362e97b439922fcc291991206c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:17:06.238269Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:17:08.501628Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:17:18.040019Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e96ec664b096efce5ce96851f0f02a102f28efa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=volatile acidity. +Result preview: [{"sulphates": "1", "avg_measure": 0.655}, {"sulphates": "0.94", "avg_measure": 0.485}, {"sulphates": "0.92", "avg_measure": 0.4575}, {"sulphates": "0.83", "avg_measure": 0.455}, {"sulphates": "0.25", "avg_measure": 0.39875}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f3f2f660fc5c5fd7413387334065dbd3708fd353 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_f0530f13a0f6150d +-- problem_id: v2p_n3_50ac8b4b9e3178dd +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("volatile acidity" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "sulphates" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7eaf7a06b46827211da20476b8dc79dcc6366159 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sulphates\", AVG(CAST(\"volatile acidity\" AS REAL)) AS avg_measure\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"volatile acidity\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sulphates\", \"avg_measure\"], \"rows\": [{\"sulphates\": \"1\", \"avg_measure\": 0.655}, {\"sulphates\": \"0.94\", \"avg_measure\": 0.485}, {\"sulphates\": \"0.92\", \"avg_measure\": 0.4575}, {\"sulphates\": \"0.83\", \"avg_measure\": 0.455}, {\"sulphates\": \"0.25\", \"avg_measure\": 0.39875}, {\"sulphates\": \"1.01\", \"avg_measure\": 0.37}, {\"sulphates\": \"0.29\", \"avg_measure\": 0.36}, {\"sulphates\": \"0.23\", \"avg_measure\": 0.34}, {\"sulphates\": \"0.26\", \"avg_measure\": 0.3175}, {\"sulphates\": \"0.57\", \"avg_measure\": 0.3151807228915663}, {\"sulphates\": \"0.28\", \"avg_measure\": 0.31461538461538463}, {\"sulphates\": \"0.88\", \"avg_measure\": 0.3085714285714286}, {\"sulphates\": \"0.27\", \"avg_measure\": 0.30615384615384617}, {\"sulphates\": \"0.6\", \"avg_measure\": 0.30170454545454545}, {\"sulphates\": \"0.51\", \"avg_measure\": 0.3008214285714286}, {\"sulphates\": \"0.87\", \"avg_measure\": 0.3}, {\"sulphates\": \"0.63\", \"avg_measure\": 0.2997916666666667}, {\"sulphates\": \"0.71\", \"avg_measure\": 0.2997222222222222}, {\"sulphates\": \"0.34\", \"avg_measure\": 0.29964285714285716}, {\"sulphates\": \"0.65\", \"avg_measure\": 0.295}, {\"sulphates\": \"0.67\", \"avg_measure\": 0.2937142857142857}, {\"sulphates\": \"0.32\", \"avg_measure\": 0.2914814814814815}, {\"sulphates\": \"0.38\", \"avg_measure\": 0.29000000000000004}, {\"sulphates\": \"0.9\", \"avg_measure\": 0.29}, {\"sulphates\": \"0.35\", \"avg_measure\": 0.2898823529411765}, {\"sulphates\": \"0.73\", \"avg_measure\": 0.2891666666666667}, {\"sulphates\": \"0.62\", \"avg_measure\": 0.2889705882352941}, {\"sulphates\": \"0.48\", \"avg_measure\": 0.28740223463687153}, {\"sulphates\": \"0.47\", \"avg_measure\": 0.28718023255813957}, {\"sulphates\": \"0.53\", \"avg_measure\": 0.28644444444444445}, {\"sulphates\": \"0.58\", \"avg_measure\": 0.2862626262626263}, {\"sulphates\": \"0.86\", \"avg_measure\": 0.285}, {\"sulphates\": \"0.56\", \"avg_measure\": 0.2849074074074074}, {\"sulphates\": \"0.33\", \"avg_measure\": 0.28355932203389833}, {\"sulphates\": \"0.4\", \"avg_measure\": 0.2835119047619048}, {\"sulphates\": \"0.36\", \"avg_measure\": 0.280125}, {\"sulphates\": \"0.3\", \"avg_measure\": 0.2796774193548387}, {\"sulphates\": \"0.49\", \"avg_measure\": 0.27909638554216865}, {\"sulphates\": \"0.5\", \"avg_measure\": 0.27686746987951805}, {\"sulphates\": \"0.77\", \"avg_measure\": 0.2759375}, {\"sulphates\": \"0.46\", \"avg_measure\": 0.2758888888888889}, {\"sulphates\": \"0.61\", \"avg_measure\": 0.2743333333333334}, {\"sulphates\": \"0.44\", \"avg_measure\": 0.2725}, {\"sulphates\": \"0.43\", \"avg_measure\": 0.2723913043478261}, {\"sulphates\": \"0.45\", \"avg_measure\": 0.27185393258426965}, {\"sulphates\": \"0.52\", \"avg_measure\": 0.2718269230769231}, {\"sulphates\": \"0.39\", \"avg_measure\": 0.27182119205298017}, {\"sulphates\": \"0.59\", \"avg_measure\": 0.2718041237113402}, {\"sulphates\": \"0.69\", \"avg_measure\": 0.27116666666666667}, {\"sulphates\": \"0.54\", \"avg_measure\": 0.2711077844311377}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.57}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ede299b79aa27c79480bfa865e9cfa13513eed39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:17:06.049779+00:00", + "ended_at": "2026-05-04T09:17:18.839285+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_f0530f13a0f6150d", + "problem_id": "v2p_n3_50ac8b4b9e3178dd", + "dataset_id": "n3", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=volatile acidity.", + "bindings": { + "group_col": "sulphates", + "measure_col": "volatile acidity", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_f0530f13a0f6150d.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_f0530f13a0f6150d", + "api_calls": 0, + "input_tokens": 22295, + "cached_input_tokens": 21888, + "output_tokens": 196, + "total_tokens": 22491, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2204, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2305, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12755.19, + "sql_execution_elapsed_ms_total": 6.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_f0530f13a0f6150d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..588b98a685bc5a0c68830d6e9cfa186a0bac101d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f0530f13a0f6150d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:17:18.824317+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12755.19, "started_at": "2026-05-04T09:17:06.052238+00:00", "ended_at": "2026-05-04T09:17:18.807183+00:00", "prompt_metrics": {"chars": 7693, "bytes_utf8": 7693, "lines": 240, "estimated_tokens": 2204}, "response_metrics": {"chars": 403, "bytes_utf8": 403, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22295, "cached_input_tokens": 21888, "output_tokens": 196}, "stderr_preview": "2026-05-04T09:17:06.238269Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:17:08.501628Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 155.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1adf448b1cdf67ae1525643fa337fe4dd635ead8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23c-5739-7c71-96f9-265d36975745"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sulphates\\\",\\n AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"sulphates\\\" and measure_col=\\\"total sulfur dioxide\\\". Cast the measure column to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22308,"cached_input_tokens":21888,"output_tokens":192}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53c099520b66937c3ae615ffef4aff5b05ec045b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sulphates\",\n AVG(CAST(\"total sulfur dioxide\" AS REAL)) OVER (PARTITION BY \"sulphates\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"sulphates\" and measure_col=\"total sulfur dioxide\". Cast the measure column to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3550d75fbfce2edab30514a47205495943c3c4f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:05:34.060709Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:05:36.356051Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:05:44.886635Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9740b983b0f975ef353db2afde56c54ce5233b9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide. +Result preview: [{"sulphates": "1.06", "avg_measure": 168.0}, {"sulphates": "0.82", "avg_measure": 165.30769230769232}, {"sulphates": "0.89", "avg_measure": 161.0}, {"sulphates": "0.71", "avg_measure": 153.27777777777777}, {"sulphates": "0.57", "avg_measure": 151.65060240963857}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7f75ad33d2604d92ef157df35a4e85c57e07230c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_f197cd6669250ad4 +-- problem_id: v2p_n3_ffa8081c753525db +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sulphates", + AVG(CAST("total sulfur dioxide" AS REAL)) OVER (PARTITION BY "sulphates") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1eda44ab1f8b4ac317355ae9a49738d757a51c0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sulphates\",\n AVG(CAST(\"total sulfur dioxide\" AS REAL)) OVER (PARTITION BY \"sulphates\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sulphates\\\",\\n AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sulphates\", \"avg_measure\"], \"rows\": [{\"sulphates\": \"1.06\", \"avg_measure\": 168.0}, {\"sulphates\": \"0.82\", \"avg_measure\": 165.30769230769232}, {\"sulphates\": \"0.89\", \"avg_measure\": 161.0}, {\"sulphates\": \"0.71\", \"avg_measure\": 153.27777777777777}, {\"sulphates\": \"0.57\", \"avg_measure\": 151.65060240963857}, {\"sulphates\": \"0.64\", \"avg_measure\": 151.01492537313433}, {\"sulphates\": \"0.61\", \"avg_measure\": 150.0888888888889}, {\"sulphates\": \"0.75\", \"avg_measure\": 149.9090909090909}, {\"sulphates\": \"0.5\", \"avg_measure\": 149.57630522088354}, {\"sulphates\": \"0.49\", \"avg_measure\": 149.16867469879517}, {\"sulphates\": \"0.78\", \"avg_measure\": 148.57894736842104}, {\"sulphates\": \"0.6\", \"avg_measure\": 148.03977272727272}, {\"sulphates\": \"0.67\", \"avg_measure\": 147.82857142857142}, {\"sulphates\": \"0.56\", \"avg_measure\": 147.2962962962963}, {\"sulphates\": \"0.7\", \"avg_measure\": 146.33333333333334}, {\"sulphates\": \"0.53\", \"avg_measure\": 146.0}, {\"sulphates\": \"0.81\", \"avg_measure\": 146.0}, {\"sulphates\": \"1.01\", \"avg_measure\": 146.0}, {\"sulphates\": \"0.51\", \"avg_measure\": 145.57857142857142}, {\"sulphates\": \"0.79\", \"avg_measure\": 145.53125}, {\"sulphates\": \"0.55\", \"avg_measure\": 144.69607843137254}, {\"sulphates\": \"0.76\", \"avg_measure\": 144.52631578947367}, {\"sulphates\": \"0.48\", \"avg_measure\": 144.2849162011173}, {\"sulphates\": \"0.52\", \"avg_measure\": 143.94551282051282}, {\"sulphates\": \"0.59\", \"avg_measure\": 143.62886597938143}, {\"sulphates\": \"0.88\", \"avg_measure\": 143.42857142857142}, {\"sulphates\": \"0.63\", \"avg_measure\": 143.23958333333334}, {\"sulphates\": \"0.62\", \"avg_measure\": 143.11764705882354}, {\"sulphates\": \"0.46\", \"avg_measure\": 143.07111111111112}, {\"sulphates\": \"0.43\", \"avg_measure\": 142.87888198757764}, {\"sulphates\": \"0.66\", \"avg_measure\": 142.83333333333334}, {\"sulphates\": \"0.72\", \"avg_measure\": 142.16666666666666}, {\"sulphates\": \"0.58\", \"avg_measure\": 142.14646464646464}, {\"sulphates\": \"0.47\", \"avg_measure\": 142.07848837209303}, {\"sulphates\": \"0.44\", \"avg_measure\": 141.86805555555554}, {\"sulphates\": \"0.77\", \"avg_measure\": 141.375}, {\"sulphates\": \"0.27\", \"avg_measure\": 139.6153846153846}, {\"sulphates\": \"0.41\", \"avg_measure\": 139.07553956834533}, {\"sulphates\": \"0.54\", \"avg_measure\": 138.94610778443115}, {\"sulphates\": \"0.85\", \"avg_measure\": 138.66666666666666}, {\"sulphates\": \"0.45\", \"avg_measure\": 138.27808988764045}, {\"sulphates\": \"0.68\", \"avg_measure\": 137.54545454545453}, {\"sulphates\": \"0.69\", \"avg_measure\": 137.46666666666667}, {\"sulphates\": \"0.9\", \"avg_measure\": 137.2}, {\"sulphates\": \"0.42\", \"avg_measure\": 134.35911602209944}, {\"sulphates\": \"0.97\", \"avg_measure\": 134.0}, {\"sulphates\": \"0.3\", \"avg_measure\": 133.61290322580646}, {\"sulphates\": \"0.8\", \"avg_measure\": 133.2}, {\"sulphates\": \"0.74\", \"avg_measure\": 132.26315789473685}, {\"sulphates\": \"0.4\", \"avg_measure\": 129.10714285714286}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 12.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..40dbbc52e55353320ff2cbaf30e3099b3da9fae8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:05:33.851782+00:00", + "ended_at": "2026-05-04T09:05:45.789902+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_f197cd6669250ad4", + "problem_id": "v2p_n3_ffa8081c753525db", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 155.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_f197cd6669250ad4.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_f197cd6669250ad4", + "api_calls": 0, + "input_tokens": 22308, + "cached_input_tokens": 21888, + "output_tokens": 192, + "total_tokens": 22500, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2217, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2323, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11896.52, + "sql_execution_elapsed_ms_total": 12.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_f197cd6669250ad4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d192080198bc6b4471246484465ecbb744e55aa7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f197cd6669250ad4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:05:45.769621+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11896.52, "started_at": "2026-05-04T09:05:33.853440+00:00", "ended_at": "2026-05-04T09:05:45.751490+00:00", "prompt_metrics": {"chars": 7780, "bytes_utf8": 7780, "lines": 240, "estimated_tokens": 2217}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22308, "cached_input_tokens": 21888, "output_tokens": 192}, "stderr_preview": "2026-05-04T09:05:34.060709Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:05:36.356051Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..400678dfe066f44209d204071f8966aba31c7623 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df236-f448-7790-ae68-60313da08ada"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"fixed acidity\\\" and condition_col=\\\"quality\\\", using condition_value='6'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22352,"cached_input_tokens":19840,"output_tokens":120}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb7955ea1cc90c99506efe631d8d646ec9952eda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"fixed acidity\" and condition_col=\"quality\", using condition_value='6'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..356a5cd5a72a31e05b471d3f9c9db92b47abcaf4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:59:41.049001Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:59:43.547242Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:59:50.664683Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e17c4484a304e6e9b7588f3442becbfc90fa8c9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, condition_col=quality. +Result preview: [{"fixed acidity": "7.15", "condition_rate": 1.0}, {"fixed acidity": "3.8", "condition_rate": 1.0}, {"fixed acidity": "14.2", "condition_rate": 1.0}, {"fixed acidity": "10.7", "condition_rate": 1.0}, {"fixed acidity": "9.7", "condition_rate": 0.75}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d67cafec69e69d45d0b817c3c977b5a10fe4d939 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_f427de7503d85121 +-- problem_id: v2p_n3_5d4ca386ed0a2a9f +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cdec8597db812225b66b749c7552e46ffaf43480 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"fixed acidity\", \"condition_rate\"], \"rows\": [{\"fixed acidity\": \"7.15\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"3.8\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"14.2\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"10.7\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"9.7\", \"condition_rate\": 0.75}, {\"fixed acidity\": \"10\", \"condition_rate\": 0.6666666666666666}, {\"fixed acidity\": \"8.5\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"5.7\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"8.1\", \"condition_rate\": 0.6071428571428571}, {\"fixed acidity\": \"5\", \"condition_rate\": 0.5833333333333334}, {\"fixed acidity\": \"8.8\", \"condition_rate\": 0.5555555555555556}, {\"fixed acidity\": \"7.8\", \"condition_rate\": 0.5376344086021505}, {\"fixed acidity\": \"9\", \"condition_rate\": 0.5294117647058824}, {\"fixed acidity\": \"6.3\", \"condition_rate\": 0.526595744680851}, {\"fixed acidity\": \"5.1\", \"condition_rate\": 0.5217391304347826}, {\"fixed acidity\": \"8.3\", \"condition_rate\": 0.5192307692307693}, {\"fixed acidity\": \"5.3\", \"condition_rate\": 0.5185185185185185}, {\"fixed acidity\": \"8.4\", \"condition_rate\": 0.5142857142857142}, {\"fixed acidity\": \"9.9\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"9.5\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"7.9\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"6.2\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"7\", \"condition_rate\": 0.4956896551724138}, {\"fixed acidity\": \"6.6\", \"condition_rate\": 0.4724137931034483}, {\"fixed acidity\": \"6\", \"condition_rate\": 0.4673913043478261}, {\"fixed acidity\": \"5.9\", \"condition_rate\": 0.46601941747572817}, {\"fixed acidity\": \"7.7\", \"condition_rate\": 0.46236559139784944}, {\"fixed acidity\": \"6.8\", \"condition_rate\": 0.4577922077922078}, {\"fixed acidity\": \"5.6\", \"condition_rate\": 0.4507042253521127}, {\"fixed acidity\": \"8\", \"condition_rate\": 0.45}, {\"fixed acidity\": \"7.3\", \"condition_rate\": 0.4438202247191011}, {\"fixed acidity\": \"6.1\", \"condition_rate\": 0.432258064516129}, {\"fixed acidity\": \"6.7\", \"condition_rate\": 0.4322033898305085}, {\"fixed acidity\": \"5.4\", \"condition_rate\": 0.42857142857142855}, {\"fixed acidity\": \"6.9\", \"condition_rate\": 0.42738589211618255}, {\"fixed acidity\": \"7.5\", \"condition_rate\": 0.42276422764227645}, {\"fixed acidity\": \"7.2\", \"condition_rate\": 0.4223300970873786}, {\"fixed acidity\": \"6.5\", \"condition_rate\": 0.4222222222222222}, {\"fixed acidity\": \"6.4\", \"condition_rate\": 0.42142857142857143}, {\"fixed acidity\": \"5.5\", \"condition_rate\": 0.41935483870967744}, {\"fixed acidity\": \"7.4\", \"condition_rate\": 0.4020618556701031}, {\"fixed acidity\": \"9.6\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"4.7\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"7.1\", \"condition_rate\": 0.395}, {\"fixed acidity\": \"8.2\", \"condition_rate\": 0.39285714285714285}, {\"fixed acidity\": \"9.2\", \"condition_rate\": 0.38095238095238093}, {\"fixed acidity\": \"5.8\", \"condition_rate\": 0.38016528925619836}, {\"fixed acidity\": \"7.6\", \"condition_rate\": 0.35947712418300654}, {\"fixed acidity\": \"5.2\", \"condition_rate\": 0.35714285714285715}, {\"fixed acidity\": \"4.8\", \"condition_rate\": 0.3333333333333333}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.02}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6563d4f5f003eeeb16a044ad9da81c0cbfd66c43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:59:40.834083+00:00", + "ended_at": "2026-05-04T08:59:51.728169+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_f427de7503d85121", + "problem_id": "v2p_n3_5d4ca386ed0a2a9f", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_f427de7503d85121.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_f427de7503d85121", + "api_calls": 0, + "input_tokens": 22352, + "cached_input_tokens": 19840, + "output_tokens": 120, + "total_tokens": 22472, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2261, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2365, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10848.62, + "sql_execution_elapsed_ms_total": 7.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_f427de7503d85121\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2754acafbbdba41930690391b07552672fc8b6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f427de7503d85121/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:59:51.706060+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10848.62, "started_at": "2026-05-04T08:59:40.836224+00:00", "ended_at": "2026-05-04T08:59:51.685090+00:00", "prompt_metrics": {"chars": 7927, "bytes_utf8": 7927, "lines": 243, "estimated_tokens": 2261}, "response_metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22352, "cached_input_tokens": 19840, "output_tokens": 120}, "stderr_preview": "2026-05-04T08:59:41.049001Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:59:43.547242Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "5", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f9be5555581bb46577a9f5cac66bf3a71fc20a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df238-839e-7eb1-a79a-e4395f0ea84b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the planned Two-Axis Target Rate Surface template with fixed acidity and sulphates as the two grouping axes, and quality='5' as the target-rate condition.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22395,"cached_input_tokens":19840,"output_tokens":199}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddedc68a16a2a3c868ffbf05d6e7863a5e8e255e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY target_rate DESC;","notes":"Applied the planned Two-Axis Target Rate Surface template with fixed acidity and sulphates as the two grouping axes, and quality='5' as the target-rate condition."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..64b91ca2ef4546c6c54b6b99d9274dff6a5fbcab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:01:23.289320Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:01:25.620360Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:01:34.629536Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2adec2073dcb02321424944e36a9b1886574b428 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality. +Result preview: [{"fixed acidity": "10.3", "sulphates": "0.59", "target_rate": 1.0}, {"fixed acidity": "4.5", "sulphates": "0.42", "target_rate": 1.0}, {"fixed acidity": "4.6", "sulphates": "0.55", "target_rate": 1.0}, {"fixed acidity": "4.7", "sulphates": "0.34", "target_rate": 1.0}, {"fixed acidity": "4.7", "sulphates": "0.46", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d244d5b6471d9e3d4ecbac4bf7e862f4ff4135ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_f731e16378518088 +-- problem_id: v2p_n3_2793b906e0ef9d73 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..61a656ab9ba5f5fd40246f926a410ec6c1abfbed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"fixed acidity\", \"sulphates\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"10.3\", \"sulphates\": \"0.59\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.5\", \"sulphates\": \"0.42\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.6\", \"sulphates\": \"0.55\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.7\", \"sulphates\": \"0.34\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.7\", \"sulphates\": \"0.46\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.9\", \"sulphates\": \"0.4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.9\", \"sulphates\": \"0.46\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.37\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"sulphates\": \"0.49\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"sulphates\": \"0.51\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.42\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.58\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.62\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.47\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.46\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.52\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.76\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"sulphates\": \"0.31\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"sulphates\": \"0.42\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"sulphates\": \"0.45\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"sulphates\": \"0.48\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"sulphates\": \"0.5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.6\", \"sulphates\": \"0.36\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.6\", \"sulphates\": \"0.68\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.6\", \"sulphates\": \"0.71\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.7\", \"sulphates\": \"0.4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.7\", \"sulphates\": \"0.47\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.51\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.62\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.71\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.9\", \"sulphates\": \"0.31\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.9\", \"sulphates\": \"0.32\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.9\", \"sulphates\": \"0.63\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.9\", \"sulphates\": \"0.73\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"sulphates\": \"0.3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"sulphates\": \"0.49\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"sulphates\": \"0.55\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"sulphates\": \"0.6\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.32\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.39\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.53\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.65\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.72\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.15\", \"sulphates\": \"0.47\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.28\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.58\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.63\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.66\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.72\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.73\", \"target_rate\": 1.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.31}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f8a828dbadf9089b7f9fa407375f79c18a3e2eff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:01:23.051412+00:00", + "ended_at": "2026-05-04T09:01:35.383357+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_f731e16378518088", + "problem_id": "v2p_n3_2793b906e0ef9d73", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "5", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_f731e16378518088.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_f731e16378518088", + "api_calls": 0, + "input_tokens": 22395, + "cached_input_tokens": 19840, + "output_tokens": 199, + "total_tokens": 22594, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2304, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2417, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12296.79, + "sql_execution_elapsed_ms_total": 6.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_f731e16378518088\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d00f49ff7588087c8e285cb3cad9f47022caab00 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f731e16378518088/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:01:35.370045+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12296.79, "started_at": "2026-05-04T09:01:23.053751+00:00", "ended_at": "2026-05-04T09:01:35.350698+00:00", "prompt_metrics": {"chars": 7971, "bytes_utf8": 7971, "lines": 243, "estimated_tokens": 2304}, "response_metrics": {"chars": 425, "bytes_utf8": 425, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22395, "cached_input_tokens": 19840, "output_tokens": 199}, "stderr_preview": "2026-05-04T09:01:23.289320Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:01:25.620360Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2344820dc188c4f791eeb81d09ec70185bbc02b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23b-c9c5-7221-8e74-35e5f6d7f290"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"free sulfur dioxide\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"fixed acidity\\\" and measure_col bound to \\\"free sulfur dioxide\\\". Cast the measure column to REAL because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22304,"cached_input_tokens":20864,"output_tokens":134}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e14bf02b6bcefe2376ace9d5e8a3e6280e6ebe07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"fixed acidity\",\n AVG(CAST(\"free sulfur dioxide\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"fixed acidity\" and measure_col bound to \"free sulfur dioxide\". Cast the measure column to REAL because the schema stores numeric values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e56d04896e98a389f790d7463c8961303632a7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:04:57.869154Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:05:00.234716Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:05:09.014124Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..27967cb7223eb8cf5f627deb544a3911b7462128 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide. +Result preview: [{"fixed acidity": "4.5", "avg_measure": 89.0}, {"fixed acidity": "4.2", "avg_measure": 78.5}, {"fixed acidity": "7.15", "avg_measure": 56.0}, {"fixed acidity": "6.45", "avg_measure": 51.0}, {"fixed acidity": "4.9", "avg_measure": 47.857142857142854}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..48f1d679553d927576d2eaaf130a71cafd805a9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_f87116edbad52461 +-- problem_id: v2p_n3_0fc41790ec8f426b +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("free sulfur dioxide" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e4c8fd1ad9f81662d0988d100d36d3851c117305 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"fixed acidity\",\n AVG(CAST(\"free sulfur dioxide\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"free sulfur dioxide\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"4.5\", \"avg_measure\": 89.0}, {\"fixed acidity\": \"4.2\", \"avg_measure\": 78.5}, {\"fixed acidity\": \"7.15\", \"avg_measure\": 56.0}, {\"fixed acidity\": \"6.45\", \"avg_measure\": 51.0}, {\"fixed acidity\": \"4.9\", \"avg_measure\": 47.857142857142854}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 39.00797872340426}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 38.50813008130081}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 38.40584415584416}, {\"fixed acidity\": \"4.4\", \"avg_measure\": 38.0}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 37.674157303370784}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 37.608247422680414}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 37.438709677419354}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 37.15357142857143}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 37.1328125}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 37.014830508474574}, {\"fixed acidity\": \"10.7\", \"avg_measure\": 37.0}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 36.65555555555556}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 36.543103448275865}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 36.294642857142854}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 35.62135922330097}, {\"fixed acidity\": \"6\", \"avg_measure\": 35.494565217391305}, {\"fixed acidity\": \"8\", \"avg_measure\": 35.25625}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 35.1425}, {\"fixed acidity\": \"5\", \"avg_measure\": 35.083333333333336}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 34.623655913978496}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 34.477178423236516}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 34.40909090909091}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 34.4054054054054}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 34.11363636363637}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 34.053719008264466}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 33.64052287581699}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 33.62135922330097}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 33.59139784946237}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 33.57142857142857}, {\"fixed acidity\": \"14.2\", \"avg_measure\": 33.0}, {\"fixed acidity\": \"4.7\", \"avg_measure\": 33.0}, {\"fixed acidity\": \"7\", \"avg_measure\": 32.89224137931034}, {\"fixed acidity\": \"10\", \"avg_measure\": 32.666666666666664}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 32.142857142857146}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 31.928571428571427}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 31.65625}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 31.11111111111111}, {\"fixed acidity\": \"9.3\", \"avg_measure\": 30.666666666666668}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 29.333333333333332}, {\"fixed acidity\": \"9.6\", \"avg_measure\": 29.1}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 29.095238095238095}, {\"fixed acidity\": \"3.9\", \"avg_measure\": 29.0}, {\"fixed acidity\": \"4.8\", \"avg_measure\": 28.666666666666668}, {\"fixed acidity\": \"5.1\", \"avg_measure\": 28.565217391304348}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 28.507042253521128}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 17.93}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..02c2cc0d218eb5c9d1d20ecf93dd5ab27471207a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:04:57.668045+00:00", + "ended_at": "2026-05-04T09:05:09.800413+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_f87116edbad52461", + "problem_id": "v2p_n3_0fc41790ec8f426b", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_f87116edbad52461.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_f87116edbad52461", + "api_calls": 0, + "input_tokens": 22304, + "cached_input_tokens": 20864, + "output_tokens": 134, + "total_tokens": 22438, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2213, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2319, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12058.68, + "sql_execution_elapsed_ms_total": 17.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_f87116edbad52461\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..60cbcb9a5e4f5cf82619b3b34c9214f06b1fd57e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f87116edbad52461/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:05:09.771871+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12058.68, "started_at": "2026-05-04T09:04:57.670265+00:00", "ended_at": "2026-05-04T09:05:09.729191+00:00", "prompt_metrics": {"chars": 7781, "bytes_utf8": 7781, "lines": 240, "estimated_tokens": 2213}, "response_metrics": {"chars": 480, "bytes_utf8": 480, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22304, "cached_input_tokens": 20864, "output_tokens": 134}, "stderr_preview": "2026-05-04T09:04:57.869154Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:05:00.234716Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=fixed acidity, measure_col=alcohol.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "alcohol", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..116f8cd35d399ef018971c49ed1bf75f4abdff80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df254-61ac-7352-a067-bb3bcef63902"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"alcohol\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING SUM(CAST(\\\"alcohol\\\" AS REAL)) > 11.4\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"alcohol\\\". CAST to REAL is needed because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22335,"cached_input_tokens":20864,"output_tokens":192}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4837f5624fb7feb242ea36538393ce202165766 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"fixed acidity\", SUM(CAST(\"alcohol\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING SUM(CAST(\"alcohol\" AS REAL)) > 11.4\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"fixed acidity\" and measure_col=\"alcohol\". CAST to REAL is needed because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cc6a67a771a52b23a677da9247e4fcdd90e6a66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:31:49.639059Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:31:52.000966Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:32:01.006405Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b2731d5e9fa6c678866b7a6a0a56d4c0919ba4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=fixed acidity, measure_col=alcohol. +Result preview: [{"fixed acidity": "6.8", "total_measure": 3210.8}, {"fixed acidity": "6.6", "total_measure": 3009.4666666666667}, {"fixed acidity": "6.4", "total_measure": 2873.2466666666664}, {"fixed acidity": "6.9", "total_measure": 2535.3}, {"fixed acidity": "6.7", "total_measure": 2486.4866666666667}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..090debe7102ed174c8259d78d46f59cdd1d84638 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_f886665885a341a8 +-- problem_id: v2p_n3_8a31730293f7079f +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("alcohol" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "fixed acidity" +HAVING SUM(CAST("alcohol" AS REAL)) > 11.4 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9323f921386197e1c73b891f78baeb086a372d9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"fixed acidity\", SUM(CAST(\"alcohol\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING SUM(CAST(\"alcohol\" AS REAL)) > 11.4\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"alcohol\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING SUM(CAST(\\\"alcohol\\\" AS REAL)) > 11.4\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"fixed acidity\", \"total_measure\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"total_measure\": 3210.8}, {\"fixed acidity\": \"6.6\", \"total_measure\": 3009.4666666666667}, {\"fixed acidity\": \"6.4\", \"total_measure\": 2873.2466666666664}, {\"fixed acidity\": \"6.9\", \"total_measure\": 2535.3}, {\"fixed acidity\": \"6.7\", \"total_measure\": 2486.4866666666667}, {\"fixed acidity\": \"7\", \"total_measure\": 2441.1}, {\"fixed acidity\": \"6.5\", \"total_measure\": 2371.65}, {\"fixed acidity\": \"7.1\", \"total_measure\": 2119.5666666666666}, {\"fixed acidity\": \"7.2\", \"total_measure\": 2117.7}, {\"fixed acidity\": \"6.2\", \"total_measure\": 2012.05}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c9fda3a3e2a3273b3b26e7b388ece4c920ae5177 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:31:49.388662+00:00", + "ended_at": "2026-05-04T09:32:01.728276+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_f886665885a341a8", + "problem_id": "v2p_n3_8a31730293f7079f", + "dataset_id": "n3", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=fixed acidity, measure_col=alcohol.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "alcohol", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=120" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_f886665885a341a8.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_f886665885a341a8", + "api_calls": 0, + "input_tokens": 22335, + "cached_input_tokens": 20864, + "output_tokens": 192, + "total_tokens": 22527, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2246, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2362, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12295.48, + "sql_execution_elapsed_ms_total": 4.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_f886665885a341a8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b8f207ab53a83e899a3cc21286ab3d427b4816a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:32:01.714621+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12295.48, "started_at": "2026-05-04T09:31:49.391712+00:00", "ended_at": "2026-05-04T09:32:01.678872+00:00", "prompt_metrics": {"chars": 7843, "bytes_utf8": 7843, "lines": 240, "estimated_tokens": 2246}, "response_metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22335, "cached_input_tokens": 20864, "output_tokens": 192}, "stderr_preview": "2026-05-04T09:31:49.639059Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:31:52.000966Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 11.4\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"alcohol\\\". CAST to REAL is needed because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d69ebd92d0780fd9fa6282db4094d77ff6350131 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_f886665885a341a8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_f886665885a341a8", + "api_calls": 0, + "input_tokens": 22335, + "cached_input_tokens": 20864, + "output_tokens": 192, + "total_tokens": 22527, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2246, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2362, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12295.48, + "sql_execution_elapsed_ms_total": 4.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_f886665885a341a8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb624339244ecd636c17f69079928e080560cf2b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8186, "bytes_utf8": 8186, "lines": 245, "estimated_tokens": 2313}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1058, "bytes_utf8": 1058, "lines": 1, "estimated_tokens": 305}, "usage": {"input_tokens": 22404, "cached_input_tokens": 20864, "output_tokens": 619}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8211ec589a7043b9df2c0d12576a5e03c1d56f5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_fa3c367b3d8052c8", + "api_calls": 0, + "input_tokens": 22404, + "cached_input_tokens": 20864, + "output_tokens": 619, + "total_tokens": 23023, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2313, + "estimated_output_tokens": 305, + "estimated_total_tokens": 2618, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23376.75, + "sql_execution_elapsed_ms_total": 15.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_fa3c367b3d8052c8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..96f85fca84c9d9035bf59499abd26472e965d403 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:07:00.862534+00:00", + "ended_at": "2026-05-04T09:07:24.239260+00:00", + "elapsed_ms": 23376.75, + "prompt_metrics": { + "chars": 8186, + "bytes_utf8": 8186, + "lines": 245, + "estimated_tokens": 2313 + }, + "stdout_metrics": { + "chars": 1495, + "bytes_utf8": 1495, + "lines": 4, + "estimated_tokens": 480 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13200 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1058, + "bytes_utf8": 1058, + "lines": 1, + "estimated_tokens": 305 + }, + "usage": { + "input_tokens": 22404, + "cached_input_tokens": 20864, + "output_tokens": 619 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9aaa203c1c96e8fef415705ca94e22e1c6c6fc19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,245 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=residual sugar, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "residual sugar", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..74a6ed54463ef8d02de6310bfd618a44bd3efc78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23d-ab0f-71c0-aaa1-7136a90d1c22"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n CAST(\\\"residual sugar\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n MIN(\\\"measure\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= (\\n CAST(0.95 * \\\"cnt\\\" AS INTEGER) +\\n CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END\\n)\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation within each \\\"fixed acidity\\\" group after filtering to rows where \\\"quality\\\" = '6'. Numeric TEXT values are cast to REAL for ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22404,"cached_input_tokens":20864,"output_tokens":619}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4470301ae9fac80188b3a6c25eb9cd33949e48a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"fixed acidity\",\n CAST(\"residual sugar\" AS REAL) AS \"measure\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n),\n\"ranked\" AS (\n SELECT\n \"fixed acidity\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"fixed acidity\",\n MIN(\"measure\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= (\n CAST(0.95 * \"cnt\" AS INTEGER) +\n CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END\n)\nGROUP BY \"fixed acidity\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation within each \"fixed acidity\" group after filtering to rows where \"quality\" = '6'. Numeric TEXT values are cast to REAL for ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9920269e94802a8d3aa1cfebeea901546701f6db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:07:01.059696Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:07:05.237485Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:07:23.274717Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0559f56a4dd8e5724782a0f0826d0a627e50f498 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=residual sugar, condition_col=quality. +Result preview: [{"fixed acidity": "7.9", "conditional_percentile": 31.6}, {"fixed acidity": "5", "conditional_percentile": 18.6}, {"fixed acidity": "6.8", "conditional_percentile": 17.5}, {"fixed acidity": "8", "conditional_percentile": 17.45}, {"fixed acidity": "6.5", "conditional_percentile": 17.4}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b6f74d7e7816b18d53fc58dc6d661b01ac46dc7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/generated_sql.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_fa3c367b3d8052c8 +-- problem_id: v2p_n3_40eb144a973fdb02 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "fixed acidity", + CAST("residual sugar" AS REAL) AS "measure" + FROM "n3" + WHERE "quality" = '6' +), +"ranked" AS ( + SELECT + "fixed acidity", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "filtered" +) +SELECT + "fixed acidity", + MIN("measure") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= ( + CAST(0.95 * "cnt" AS INTEGER) + + CASE + WHEN 0.95 * "cnt" > CAST(0.95 * "cnt" AS INTEGER) THEN 1 + ELSE 0 + END +) +GROUP BY "fixed acidity" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b1e71cca8cfd5ac99882d48070d4a682ea026fa9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"fixed acidity\",\n CAST(\"residual sugar\" AS REAL) AS \"measure\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n),\n\"ranked\" AS (\n SELECT\n \"fixed acidity\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"fixed acidity\",\n MIN(\"measure\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= (\n CAST(0.95 * \"cnt\" AS INTEGER) +\n CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END\n)\nGROUP BY \"fixed acidity\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n CAST(\\\"residual sugar\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n MIN(\\\"measure\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= (\\n CAST(0.95 * \\\"cnt\\\" AS INTEGER) +\\n CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END\\n)\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"fixed acidity\", \"conditional_percentile\"], \"rows\": [{\"fixed acidity\": \"7.9\", \"conditional_percentile\": 31.6}, {\"fixed acidity\": \"5\", \"conditional_percentile\": 18.6}, {\"fixed acidity\": \"6.8\", \"conditional_percentile\": 17.5}, {\"fixed acidity\": \"8\", \"conditional_percentile\": 17.45}, {\"fixed acidity\": \"6.5\", \"conditional_percentile\": 17.4}, {\"fixed acidity\": \"9.2\", \"conditional_percentile\": 17.3}, {\"fixed acidity\": \"6.6\", \"conditional_percentile\": 17.3}, {\"fixed acidity\": \"6.3\", \"conditional_percentile\": 17.2}, {\"fixed acidity\": \"6.2\", \"conditional_percentile\": 17.2}, {\"fixed acidity\": \"8.3\", \"conditional_percentile\": 17.1}, {\"fixed acidity\": \"7.8\", \"conditional_percentile\": 16.85}, {\"fixed acidity\": \"5.7\", \"conditional_percentile\": 16.65}, {\"fixed acidity\": \"7.4\", \"conditional_percentile\": 16.6}, {\"fixed acidity\": \"7.1\", \"conditional_percentile\": 16.5}, {\"fixed acidity\": \"7.2\", \"conditional_percentile\": 16.2}, {\"fixed acidity\": \"6\", \"conditional_percentile\": 15.9}, {\"fixed acidity\": \"6.1\", \"conditional_percentile\": 15.8}, {\"fixed acidity\": \"8.9\", \"conditional_percentile\": 15.75}, {\"fixed acidity\": \"7\", \"conditional_percentile\": 15.55}, {\"fixed acidity\": \"7.3\", \"conditional_percentile\": 15.4}, {\"fixed acidity\": \"8.8\", \"conditional_percentile\": 15.0}, {\"fixed acidity\": \"8.5\", \"conditional_percentile\": 14.9}, {\"fixed acidity\": \"10\", \"conditional_percentile\": 14.1}, {\"fixed acidity\": \"6.7\", \"conditional_percentile\": 14.0}, {\"fixed acidity\": \"7.7\", \"conditional_percentile\": 13.9}, {\"fixed acidity\": \"7.6\", \"conditional_percentile\": 13.9}, {\"fixed acidity\": \"8.7\", \"conditional_percentile\": 13.8}, {\"fixed acidity\": \"8.4\", \"conditional_percentile\": 13.8}, {\"fixed acidity\": \"6.9\", \"conditional_percentile\": 13.65}, {\"fixed acidity\": \"5.2\", \"conditional_percentile\": 13.5}, {\"fixed acidity\": \"6.4\", \"conditional_percentile\": 13.3}, {\"fixed acidity\": \"7.5\", \"conditional_percentile\": 13.1}, {\"fixed acidity\": \"5.8\", \"conditional_percentile\": 12.7}, {\"fixed acidity\": \"5.4\", \"conditional_percentile\": 12.55}, {\"fixed acidity\": \"8.2\", \"conditional_percentile\": 12.4}, {\"fixed acidity\": \"5.9\", \"conditional_percentile\": 12.3}, {\"fixed acidity\": \"8.6\", \"conditional_percentile\": 12.15}, {\"fixed acidity\": \"4.9\", \"conditional_percentile\": 11.75}, {\"fixed acidity\": \"5.6\", \"conditional_percentile\": 11.4}, {\"fixed acidity\": \"3.8\", \"conditional_percentile\": 11.1}, {\"fixed acidity\": \"8.1\", \"conditional_percentile\": 11.0}, {\"fixed acidity\": \"5.3\", \"conditional_percentile\": 10.5}, {\"fixed acidity\": \"9\", \"conditional_percentile\": 10.4}, {\"fixed acidity\": \"7.15\", \"conditional_percentile\": 9.6}, {\"fixed acidity\": \"5.1\", \"conditional_percentile\": 8.3}, {\"fixed acidity\": \"10.7\", \"conditional_percentile\": 8.2}, {\"fixed acidity\": \"4.8\", \"conditional_percentile\": 6.5}, {\"fixed acidity\": \"9.7\", \"conditional_percentile\": 4.9}, {\"fixed acidity\": \"5.5\", \"conditional_percentile\": 4.5}, {\"fixed acidity\": \"4.7\", \"conditional_percentile\": 3.4}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 15.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5c79d8977dc40330573d2a3cd8508f2e4ec138ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:07:00.859818+00:00", + "ended_at": "2026-05-04T09:07:24.289635+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_fa3c367b3d8052c8", + "problem_id": "v2p_n3_40eb144a973fdb02", + "dataset_id": "n3", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=residual sugar, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "residual sugar", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_fa3c367b3d8052c8.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_fa3c367b3d8052c8", + "api_calls": 0, + "input_tokens": 22404, + "cached_input_tokens": 20864, + "output_tokens": 619, + "total_tokens": 23023, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2313, + "estimated_output_tokens": 305, + "estimated_total_tokens": 2618, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23376.75, + "sql_execution_elapsed_ms_total": 15.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_fa3c367b3d8052c8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d8c4c89e2898c75d9c19eec19cdcf7f5691aa42 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:07:24.262214+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23376.75, "started_at": "2026-05-04T09:07:00.862534+00:00", "ended_at": "2026-05-04T09:07:24.239260+00:00", "prompt_metrics": {"chars": 8186, "bytes_utf8": 8186, "lines": 245, "estimated_tokens": 2313}, "response_metrics": {"chars": 1058, "bytes_utf8": 1058, "lines": 1, "estimated_tokens": 305}, "usage": {"input_tokens": 22404, "cached_input_tokens": 20864, "output_tokens": 619}, "stderr_preview": "2026-05-04T09:07:01.059696Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:07:05.237485Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = (\\n CAST(0.95 * \\\"cnt\\\" AS INTEGER) +\\n CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END\\n)\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation within each \\\"fixed acidity\\\" group after filtering to rows where \\\"quality\\\" ="} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b6d2447f0cbeee8335121b35b3c8e1283bf77fe2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa3c367b3d8052c8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_fa3c367b3d8052c8", + "api_calls": 0, + "input_tokens": 22404, + "cached_input_tokens": 20864, + "output_tokens": 619, + "total_tokens": 23023, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2313, + "estimated_output_tokens": 305, + "estimated_total_tokens": 2618, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23376.75, + "sql_execution_elapsed_ms_total": 15.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_fa3c367b3d8052c8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a10d88b1f53d9ef253050464dae27a11b944af3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7852, "bytes_utf8": 7852, "lines": 240, "estimated_tokens": 2244}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 496, "bytes_utf8": 496, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22333, "cached_input_tokens": 20864, "output_tokens": 165}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..10db29e63a5885043e24e279dbcaf7a92230947a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_fa6e53b2aafda26c", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 20864, + "output_tokens": 165, + "total_tokens": 22498, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2244, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2364, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11368.8, + "sql_execution_elapsed_ms_total": 4.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_fa6e53b2aafda26c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2b43423302e26ecd282279a99977078ae736a959 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:32:49.458031+00:00", + "ended_at": "2026-05-04T09:33:00.812251+00:00", + "elapsed_ms": 11368.8, + "prompt_metrics": { + "chars": 7852, + "bytes_utf8": 7852, + "lines": 240, + "estimated_tokens": 2244 + }, + "stdout_metrics": { + "chars": 826, + "bytes_utf8": 826, + "lines": 4, + "estimated_tokens": 229 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13186 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 496, + "bytes_utf8": 496, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 22333, + "cached_input_tokens": 20864, + "output_tokens": 165 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0d2c8226a34c554656aed81550bfa3e53317a68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=volatile acidity.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "quality", + "measure_col": "volatile acidity", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a6b85e8517f7877d8c67d4d6d3f4de8f62b152c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df255-4c4b-7f33-9f29-618431755cc2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"quality\\\", SUM(CAST(\\\"volatile acidity\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING SUM(CAST(\\\"volatile acidity\\\" AS REAL)) > 0.3\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col bound to \\\"quality\\\" and measure_col bound to \\\"volatile acidity\\\". CAST to REAL was added because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22333,"cached_input_tokens":20864,"output_tokens":165}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83738717bcac242e50f0cdaab80d11356a6ee80c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"quality\", SUM(CAST(\"volatile acidity\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING SUM(CAST(\"volatile acidity\" AS REAL)) > 0.3\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the provided Thresholded Group Ranking template with group_col bound to \"quality\" and measure_col bound to \"volatile acidity\". CAST to REAL was added because the schema stores numeric values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f233640922c75fc73dc796551fc85144a7e6bf29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:32:49.689437Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:32:52.027193Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:32:59.996774Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bbb9b47c2ec4b3afcb4a72220edbbe1a1dc1f37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=volatile acidity. +Result preview: [{"quality": "6", "total_measure": 572.72}, {"quality": "5", "total_measure": 440.03000000000003}, {"quality": "7", "total_measure": 231.235}, {"quality": "4", "total_measure": 62.14}, {"quality": "8", "total_measure": 48.545}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e4800495792a5a9c9e2c616230ebfbe1915c5493 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_fa6e53b2aafda26c +-- problem_id: v2p_n3_6d65da1e433bec14 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", SUM(CAST("volatile acidity" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "quality" +HAVING SUM(CAST("volatile acidity" AS REAL)) > 0.3 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e7a8264ad1fedee4cb6b976dd538b375fa5131b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"quality\", SUM(CAST(\"volatile acidity\" AS REAL)) AS total_measure\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING SUM(CAST(\"volatile acidity\" AS REAL)) > 0.3\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"quality\\\", SUM(CAST(\\\"volatile acidity\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING SUM(CAST(\\\"volatile acidity\\\" AS REAL)) > 0.3\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"quality\", \"total_measure\"], \"rows\": [{\"quality\": \"6\", \"total_measure\": 572.72}, {\"quality\": \"5\", \"total_measure\": 440.03000000000003}, {\"quality\": \"7\", \"total_measure\": 231.235}, {\"quality\": \"4\", \"total_measure\": 62.14}, {\"quality\": \"8\", \"total_measure\": 48.545}, {\"quality\": \"3\", \"total_measure\": 6.665}, {\"quality\": \"9\", \"total_measure\": 1.49}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.97}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cf0dcf9295d19b61908d2a5a5a0bd7efec020fba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:32:49.451777+00:00", + "ended_at": "2026-05-04T09:33:00.860964+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_fa6e53b2aafda26c", + "problem_id": "v2p_n3_6d65da1e433bec14", + "dataset_id": "n3", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=volatile acidity.", + "bindings": { + "group_col": "quality", + "measure_col": "volatile acidity", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=122" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_fa6e53b2aafda26c.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_fa6e53b2aafda26c", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 20864, + "output_tokens": 165, + "total_tokens": 22498, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2244, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2364, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11368.8, + "sql_execution_elapsed_ms_total": 4.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_fa6e53b2aafda26c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..151a95eee4901551acde5eedb28553ee54ffb42d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:33:00.847653+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11368.8, "started_at": "2026-05-04T09:32:49.458031+00:00", "ended_at": "2026-05-04T09:33:00.812251+00:00", "prompt_metrics": {"chars": 7852, "bytes_utf8": 7852, "lines": 240, "estimated_tokens": 2244}, "response_metrics": {"chars": 496, "bytes_utf8": 496, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22333, "cached_input_tokens": 20864, "output_tokens": 165}, "stderr_preview": "2026-05-04T09:32:49.689437Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:32:52.027193Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0.3\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col bound to \\\"quality\\\" and measure_col bound to \\\"volatile acidity\\\". CAST to REAL was added because the schema stores numeric values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9d6f98d5c7f6431b7ee53626e88b3cb0b120812f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fa6e53b2aafda26c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_fa6e53b2aafda26c", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 20864, + "output_tokens": 165, + "total_tokens": 22498, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2244, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2364, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11368.8, + "sql_execution_elapsed_ms_total": 4.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_fa6e53b2aafda26c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fa62ca1e3ff7af786ce98e22779043c88436240 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"chlorides": "0.044", "support": 201, "avg_response": 7.457213930348259}, {"chlorides": "0.036", "support": 200, "avg_response": 4.6845}, {"chlorides": "0.042", "support": 184, "avg_response": 6.436141304347826}, {"chlorides": "0.04", "support": 182, "avg_response": 5.4266483516483515}, {"chlorides": "0.046", "support": 181, "avg_response": 6.956629834254144}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3e92761f365e511727089187535f86212cbf7ffb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_fbe8b7c5a07aa7ae +-- problem_id: v2p_n3_180dde916aef6d26 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "chlorides", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "chlorides" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0d6e31b3ffd9248b0461ac44f230546a8a757ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_fbe8b7c5a07aa7ae\n-- problem_id: v2p_n3_180dde916aef6d26\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"chlorides\",\n COUNT(*) AS support,\n AVG(\"residual sugar\") AS avg_response\nFROM \"n3\"\nGROUP BY \"chlorides\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_fbe8b7c5a07aa7ae\\n-- problem_id: v2p_n3_180dde916aef6d26\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"chlorides\\\",\\n COUNT(*) AS support,\\n AVG(\\\"residual sugar\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"chlorides\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"chlorides\", \"support\", \"avg_response\"], \"rows\": [{\"chlorides\": \"0.044\", \"support\": 201, \"avg_response\": 7.457213930348259}, {\"chlorides\": \"0.036\", \"support\": 200, \"avg_response\": 4.6845}, {\"chlorides\": \"0.042\", \"support\": 184, \"avg_response\": 6.436141304347826}, {\"chlorides\": \"0.04\", \"support\": 182, \"avg_response\": 5.4266483516483515}, {\"chlorides\": \"0.046\", \"support\": 181, \"avg_response\": 6.956629834254144}, {\"chlorides\": \"0.048\", \"support\": 174, \"avg_response\": 7.408908045977012}, {\"chlorides\": \"0.047\", \"support\": 171, \"avg_response\": 7.103508771929825}, {\"chlorides\": \"0.05\", \"support\": 170, \"avg_response\": 8.303235294117647}, {\"chlorides\": \"0.045\", \"support\": 170, \"avg_response\": 7.642941176470588}, {\"chlorides\": \"0.034\", \"support\": 168, \"avg_response\": 4.783035714285714}, {\"chlorides\": \"0.038\", \"support\": 167, \"avg_response\": 5.958982035928144}, {\"chlorides\": \"0.037\", \"support\": 160, \"avg_response\": 4.84875}, {\"chlorides\": \"0.039\", \"support\": 157, \"avg_response\": 6.921019108280254}, {\"chlorides\": \"0.041\", \"support\": 147, \"avg_response\": 5.422108843537415}, {\"chlorides\": \"0.043\", \"support\": 141, \"avg_response\": 6.284042553191489}, {\"chlorides\": \"0.049\", \"support\": 133, \"avg_response\": 6.899248120300752}, {\"chlorides\": \"0.053\", \"support\": 130, \"avg_response\": 8.29653846153846}, {\"chlorides\": \"0.035\", \"support\": 130, \"avg_response\": 5.196923076923077}, {\"chlorides\": \"0.033\", \"support\": 119, \"avg_response\": 5.094117647058824}, {\"chlorides\": \"0.051\", \"support\": 115, \"avg_response\": 8.297391304347826}, {\"chlorides\": \"0.032\", \"support\": 109, \"avg_response\": 5.208715596330276}, {\"chlorides\": \"0.03\", \"support\": 108, \"avg_response\": 4.9847222222222225}, {\"chlorides\": \"0.031\", \"support\": 107, \"avg_response\": 5.236448598130841}, {\"chlorides\": \"0.052\", \"support\": 104, \"avg_response\": 7.380769230769231}, {\"chlorides\": \"0.054\", \"support\": 99, \"avg_response\": 7.933333333333333}, {\"chlorides\": \"0.056\", \"support\": 88, \"avg_response\": 10.004545454545454}, {\"chlorides\": \"0.028\", \"support\": 85, \"avg_response\": 4.4399999999999995}, {\"chlorides\": \"0.029\", \"support\": 81, \"avg_response\": 4.160493827160494}, {\"chlorides\": \"0.057\", \"support\": 68, \"avg_response\": 8.700735294117647}, {\"chlorides\": \"0.055\", \"support\": 61, \"avg_response\": 8.681147540983606}, {\"chlorides\": \"0.027\", \"support\": 58, \"avg_response\": 3.4793103448275864}, {\"chlorides\": \"0.026\", \"support\": 54, \"avg_response\": 4.013888888888889}, {\"chlorides\": \"0.058\", \"support\": 53, \"avg_response\": 8.40188679245283}, {\"chlorides\": \"0.06\", \"support\": 46, \"avg_response\": 7.279347826086957}, {\"chlorides\": \"0.059\", \"support\": 36, \"avg_response\": 8.220833333333333}, {\"chlorides\": \"0.024\", \"support\": 34, \"avg_response\": 4.313235294117647}, {\"chlorides\": \"0.025\", \"support\": 30, \"avg_response\": 4.348333333333333}, {\"chlorides\": \"0.062\", \"support\": 25, \"avg_response\": 8.246}, {\"chlorides\": \"0.063\", \"support\": 23, \"avg_response\": 8.17608695652174}, {\"chlorides\": \"0.023\", \"support\": 20, \"avg_response\": 3.005}, {\"chlorides\": \"0.061\", \"support\": 19, \"avg_response\": 6.36578947368421}, {\"chlorides\": \"0.022\", \"support\": 19, \"avg_response\": 3.810526315789474}, {\"chlorides\": \"0.021\", \"support\": 19, \"avg_response\": 2.963157894736842}, {\"chlorides\": \"0.067\", \"support\": 18, \"avg_response\": 11.113888888888889}, {\"chlorides\": \"0.066\", \"support\": 18, \"avg_response\": 8.377777777777778}, {\"chlorides\": \"0.069\", \"support\": 18, \"avg_response\": 7.172222222222222}, {\"chlorides\": \"0.02\", \"support\": 16, \"avg_response\": 5.315625}, {\"chlorides\": \"0.064\", \"support\": 15, \"avg_response\": 6.659999999999999}, {\"chlorides\": \"0.018\", \"support\": 10, \"avg_response\": 4.119999999999999}, {\"chlorides\": \"0.076\", \"support\": 9, \"avg_response\": 6.4}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.77}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..80dc1635fca2f759fab833274d4164b6dd5019e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.221294+00:00", + "ended_at": "2026-05-04T09:37:05.227721+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_fbe8b7c5a07aa7ae", + "problem_id": "v2p_n3_180dde916aef6d26", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=residual sugar, key_col=chlorides.", + "bindings": { + "key_col": "chlorides", + "measure_col": "residual sugar", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=16", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 16, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_fbe8b7c5a07aa7ae.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b973a0bf6afbb71eace6097c39880c8aa22c3127 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"alcohol": "9.4", "support": 229, "avg_response": 0.2991048034934498}, {"alcohol": "9.5", "support": 228, "avg_response": 0.2741228070175439}, {"alcohol": "9.2", "support": 199, "avg_response": 0.29670854271356784}, {"alcohol": "9", "support": 185, "avg_response": 0.28418918918918923}, {"alcohol": "10", "support": 162, "avg_response": 0.2710493827160494}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a5f4b916c644d7ee636abf950f6699965b841fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_fc2b329243b3f5b8 +-- problem_id: v2p_n3_efad81bcae246ea9 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "alcohol", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "alcohol" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..151532587d9504240e8255bba62966cc762a6724 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_fc2b329243b3f5b8\n-- problem_id: v2p_n3_efad81bcae246ea9\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"alcohol\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"alcohol\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_fc2b329243b3f5b8\\n-- problem_id: v2p_n3_efad81bcae246ea9\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"alcohol\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"alcohol\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"alcohol\", \"support\", \"avg_response\"], \"rows\": [{\"alcohol\": \"9.4\", \"support\": 229, \"avg_response\": 0.2991048034934498}, {\"alcohol\": \"9.5\", \"support\": 228, \"avg_response\": 0.2741228070175439}, {\"alcohol\": \"9.2\", \"support\": 199, \"avg_response\": 0.29670854271356784}, {\"alcohol\": \"9\", \"support\": 185, \"avg_response\": 0.28418918918918923}, {\"alcohol\": \"10\", \"support\": 162, \"avg_response\": 0.2710493827160494}, {\"alcohol\": \"10.5\", \"support\": 160, \"avg_response\": 0.2485}, {\"alcohol\": \"11\", \"support\": 158, \"avg_response\": 0.252879746835443}, {\"alcohol\": \"10.4\", \"support\": 153, \"avg_response\": 0.2650980392156863}, {\"alcohol\": \"9.1\", \"support\": 144, \"avg_response\": 0.28881944444444446}, {\"alcohol\": \"9.8\", \"support\": 136, \"avg_response\": 0.263235294117647}, {\"alcohol\": \"10.8\", \"support\": 135, \"avg_response\": 0.2541481481481482}, {\"alcohol\": \"9.3\", \"support\": 134, \"avg_response\": 0.3139179104477612}, {\"alcohol\": \"10.2\", \"support\": 130, \"avg_response\": 0.272}, {\"alcohol\": \"9.6\", \"support\": 128, \"avg_response\": 0.2773046875}, {\"alcohol\": \"11.4\", \"support\": 121, \"avg_response\": 0.2494214876033058}, {\"alcohol\": \"10.6\", \"support\": 114, \"avg_response\": 0.26355263157894737}, {\"alcohol\": \"10.1\", \"support\": 114, \"avg_response\": 0.2606578947368421}, {\"alcohol\": \"11.2\", \"support\": 112, \"avg_response\": 0.24861607142857142}, {\"alcohol\": \"9.9\", \"support\": 109, \"avg_response\": 0.25807339449541283}, {\"alcohol\": \"8.8\", \"support\": 107, \"avg_response\": 0.2652803738317757}, {\"alcohol\": \"9.7\", \"support\": 105, \"avg_response\": 0.2949047619047619}, {\"alcohol\": \"12\", \"support\": 102, \"avg_response\": 0.2806372549019608}, {\"alcohol\": \"11.3\", \"support\": 101, \"avg_response\": 0.25886138613861387}, {\"alcohol\": \"10.7\", \"support\": 96, \"avg_response\": 0.26333333333333336}, {\"alcohol\": \"8.9\", \"support\": 95, \"avg_response\": 0.26973684210526316}, {\"alcohol\": \"10.9\", \"support\": 88, \"avg_response\": 0.2521022727272727}, {\"alcohol\": \"11.5\", \"support\": 88, \"avg_response\": 0.249375}, {\"alcohol\": \"12.2\", \"support\": 86, \"avg_response\": 0.3040697674418605}, {\"alcohol\": \"10.3\", \"support\": 85, \"avg_response\": 0.23358823529411765}, {\"alcohol\": \"12.5\", \"support\": 83, \"avg_response\": 0.30096385542168674}, {\"alcohol\": \"11.1\", \"support\": 83, \"avg_response\": 0.2554819277108434}, {\"alcohol\": \"8.7\", \"support\": 78, \"avg_response\": 0.2901923076923077}, {\"alcohol\": \"12.4\", \"support\": 68, \"avg_response\": 0.3196323529411765}, {\"alcohol\": \"12.6\", \"support\": 63, \"avg_response\": 0.3164285714285714}, {\"alcohol\": \"12.3\", \"support\": 62, \"avg_response\": 0.29346774193548386}, {\"alcohol\": \"11.8\", \"support\": 60, \"avg_response\": 0.27591666666666664}, {\"alcohol\": \"11.7\", \"support\": 58, \"avg_response\": 0.28655172413793106}, {\"alcohol\": \"12.7\", \"support\": 56, \"avg_response\": 0.315}, {\"alcohol\": \"12.8\", \"support\": 54, \"avg_response\": 0.33194444444444443}, {\"alcohol\": \"11.9\", \"support\": 53, \"avg_response\": 0.26245283018867926}, {\"alcohol\": \"12.1\", \"support\": 51, \"avg_response\": 0.27519607843137256}, {\"alcohol\": \"11.6\", \"support\": 46, \"avg_response\": 0.2877173913043478}, {\"alcohol\": \"12.9\", \"support\": 39, \"avg_response\": 0.2964102564102564}, {\"alcohol\": \"13\", \"support\": 36, \"avg_response\": 0.3630555555555556}, {\"alcohol\": \"8.6\", \"support\": 23, \"avg_response\": 0.29391304347826086}, {\"alcohol\": \"13.4\", \"support\": 20, \"avg_response\": 0.38975}, {\"alcohol\": \"13.1\", \"support\": 18, \"avg_response\": 0.3205555555555556}, {\"alcohol\": \"13.2\", \"support\": 14, \"avg_response\": 0.35214285714285715}, {\"alcohol\": \"13.5\", \"support\": 12, \"avg_response\": 0.41083333333333333}, {\"alcohol\": \"13.6\", \"support\": 9, \"avg_response\": 0.3894444444444444}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.42}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6524ec7f129f2449f70c62b346edb1d3596414e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.477096+00:00", + "ended_at": "2026-05-04T09:37:05.485065+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_fc2b329243b3f5b8", + "problem_id": "v2p_n3_efad81bcae246ea9", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=volatile acidity, key_col=alcohol.", + "bindings": { + "key_col": "alcohol", + "measure_col": "volatile acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=38", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 38, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_fc2b329243b3f5b8.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce3ec4e55bda5980839cf71fc8bd5b10e4d6d80e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7854, "bytes_utf8": 7854, "lines": 238, "estimated_tokens": 2254}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 489, "bytes_utf8": 489, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22345, "cached_input_tokens": 20864, "output_tokens": 230}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c33881df12e7d7d1e170c4013ec0e83034e7a50c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_fd14f058fb9cfa96", + "api_calls": 0, + "input_tokens": 22345, + "cached_input_tokens": 20864, + "output_tokens": 230, + "total_tokens": 22575, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2254, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2374, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13836.72, + "sql_execution_elapsed_ms_total": 25.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_fd14f058fb9cfa96\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6bf86db7f35b94ac43475b0556938df436bc887f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:30:39.225595+00:00", + "ended_at": "2026-05-04T09:30:53.061970+00:00", + "elapsed_ms": 13836.72, + "prompt_metrics": { + "chars": 7854, + "bytes_utf8": 7854, + "lines": 238, + "estimated_tokens": 2254 + }, + "stdout_metrics": { + "chars": 819, + "bytes_utf8": 819, + "lines": 4, + "estimated_tokens": 231 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13210 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 489, + "bytes_utf8": 489, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 22345, + "cached_input_tokens": 20864, + "output_tokens": 230 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6fabf7ad7894309acafae7f6e3b459db0c9a650 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=volatile acidity.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "volatile acidity", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f0f5a57f2c57e7e40e2e145de66e8b2de23ef30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df253-4f7e-7a70-a4de-4059119a10aa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT\\n \\\"volatile acidity\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"volatile acidity\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n3\\\"\\n)\\nSELECT \\\"volatile acidity\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"volatile acidity\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template on \\\"volatile acidity\\\" and cast the TEXT column to REAL for correct numeric ordering in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22345,"cached_input_tokens":20864,"output_tokens":230}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7708405c18e839d677c0c0d0f3abf642e10e7ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT\n \"volatile acidity\",\n NTILE(10) OVER (ORDER BY CAST(\"volatile acidity\" AS REAL) DESC) AS tail_bucket\n FROM \"n3\"\n)\nSELECT \"volatile acidity\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"volatile acidity\" AS REAL) DESC;","notes":"Applied the Quantile Tail Slice template on \"volatile acidity\" and cast the TEXT column to REAL for correct numeric ordering in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a91554b23318154601d30b316fc49e34d78e3185 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:30:39.472935Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:30:41.821077Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:30:52.274852Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf6d5c9929a7fe3ee0c361ce6c43a9682f82c56e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=volatile acidity. +Result preview: [{"volatile acidity": "1.1"}, {"volatile acidity": "1.005"}, {"volatile acidity": "0.965"}, {"volatile acidity": "0.93"}, {"volatile acidity": "0.91"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a1e251980643c062a24220748a6818521f1a4c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n3_fd14f058fb9cfa96 +-- problem_id: v2p_n3_19b5db75842b047f +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT + "volatile acidity", + NTILE(10) OVER (ORDER BY CAST("volatile acidity" AS REAL) DESC) AS tail_bucket + FROM "n3" +) +SELECT "volatile acidity" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("volatile acidity" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a837c54c4d2f16927670fbc574d32a5a9e417f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT\n \"volatile acidity\",\n NTILE(10) OVER (ORDER BY CAST(\"volatile acidity\" AS REAL) DESC) AS tail_bucket\n FROM \"n3\"\n)\nSELECT \"volatile acidity\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"volatile acidity\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT\\n \\\"volatile acidity\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"volatile acidity\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n3\\\"\\n)\\nSELECT \\\"volatile acidity\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"volatile acidity\\\" AS REAL) DESC;\", \"columns\": [\"volatile acidity\"], \"rows\": [{\"volatile acidity\": \"1.1\"}, {\"volatile acidity\": \"1.005\"}, {\"volatile acidity\": \"0.965\"}, {\"volatile acidity\": \"0.93\"}, {\"volatile acidity\": \"0.91\"}, {\"volatile acidity\": \"0.905\"}, {\"volatile acidity\": \"0.85\"}, {\"volatile acidity\": \"0.815\"}, {\"volatile acidity\": \"0.785\"}, {\"volatile acidity\": \"0.78\"}, {\"volatile acidity\": \"0.76\"}, {\"volatile acidity\": \"0.76\"}, {\"volatile acidity\": \"0.75\"}, {\"volatile acidity\": \"0.74\"}, {\"volatile acidity\": \"0.73\"}, {\"volatile acidity\": \"0.71\"}, {\"volatile acidity\": \"0.705\"}, {\"volatile acidity\": \"0.705\"}, {\"volatile acidity\": \"0.695\"}, {\"volatile acidity\": \"0.695\"}, {\"volatile acidity\": \"0.695\"}, {\"volatile acidity\": \"0.69\"}, {\"volatile acidity\": \"0.69\"}, {\"volatile acidity\": \"0.685\"}, {\"volatile acidity\": \"0.68\"}, {\"volatile acidity\": \"0.68\"}, {\"volatile acidity\": \"0.68\"}, {\"volatile acidity\": \"0.67\"}, {\"volatile acidity\": \"0.67\"}, {\"volatile acidity\": \"0.67\"}, {\"volatile acidity\": \"0.67\"}, {\"volatile acidity\": \"0.67\"}, {\"volatile acidity\": \"0.66\"}, {\"volatile acidity\": \"0.66\"}, {\"volatile acidity\": \"0.66\"}, {\"volatile acidity\": \"0.66\"}, {\"volatile acidity\": \"0.655\"}, {\"volatile acidity\": \"0.655\"}, {\"volatile acidity\": \"0.655\"}, {\"volatile acidity\": \"0.65\"}, {\"volatile acidity\": \"0.65\"}, {\"volatile acidity\": \"0.64\"}, {\"volatile acidity\": \"0.64\"}, {\"volatile acidity\": \"0.64\"}, {\"volatile acidity\": \"0.64\"}, {\"volatile acidity\": \"0.64\"}, {\"volatile acidity\": \"0.64\"}, {\"volatile acidity\": \"0.64\"}, {\"volatile acidity\": \"0.63\"}, {\"volatile acidity\": \"0.63\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 25.5}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..abf58d9183a6184a8b4ffdaecbbd0fc4234fc473 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:30:39.222548+00:00", + "ended_at": "2026-05-04T09:30:53.133135+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_fd14f058fb9cfa96", + "problem_id": "v2p_n3_19b5db75842b047f", + "dataset_id": "n3", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=volatile acidity.", + "bindings": { + "measure_col": "volatile acidity", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_fd14f058fb9cfa96.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_fd14f058fb9cfa96", + "api_calls": 0, + "input_tokens": 22345, + "cached_input_tokens": 20864, + "output_tokens": 230, + "total_tokens": 22575, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2254, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2374, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13836.72, + "sql_execution_elapsed_ms_total": 25.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_fd14f058fb9cfa96\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c56f5231537f7e189d32a4fe767f2e2d4098783 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fd14f058fb9cfa96/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:30:53.091447+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13836.72, "started_at": "2026-05-04T09:30:39.225595+00:00", "ended_at": "2026-05-04T09:30:53.061970+00:00", "prompt_metrics": {"chars": 7854, "bytes_utf8": 7854, "lines": 238, "estimated_tokens": 2254}, "response_metrics": {"chars": 489, "bytes_utf8": 489, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22345, "cached_input_tokens": 20864, "output_tokens": 230}, "stderr_preview": "2026-05-04T09:30:39.472935Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:30:41.821077Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "4", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..234734cf8fcb96f5ed98e36aa6f484b2182651ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df239-ed86-7bc1-a641-36670e199982"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '4' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=\\\"fixed acidity\\\", group_col_2=\\\"sulphates\\\", and target_col=\\\"quality\\\". Compared the TEXT target column to '4' per the bound target_value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22396,"cached_input_tokens":19840,"output_tokens":189}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da6df2b592c29c60ba7aa9aef60d75fd67ea3cc0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '4' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=\"fixed acidity\", group_col_2=\"sulphates\", and target_col=\"quality\". Compared the TEXT target column to '4' per the bound target_value."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b26b7fd01c9b8a164303202a95d85b8460736822 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:02:55.940110Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:02:58.368062Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:03:06.479692Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..39cc8db223d3765ddffbe2bd4e33e0b575464f01 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality. +Result preview: [{"fixed acidity": "10", "sulphates": "0.46", "target_rate": 1.0}, {"fixed acidity": "10.2", "sulphates": "0.51", "target_rate": 1.0}, {"fixed acidity": "4.8", "sulphates": "0.36", "target_rate": 1.0}, {"fixed acidity": "5.2", "sulphates": "0.4", "target_rate": 1.0}, {"fixed acidity": "5.3", "sulphates": "0.48", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c37a7ab2edd2f8cd2b4ca713766ea079ff9afe62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_fdc9069b92ec2667 +-- problem_id: v2p_n3_1eb447cf1f61e446 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '4' THEN 1 ELSE 0 END) AS "target_rate" +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75b132b22f1db710b9139e27ffdf37e78ce4a315 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '4' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '4' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"fixed acidity\", \"sulphates\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"10\", \"sulphates\": \"0.46\", \"target_rate\": 1.0}, {\"fixed acidity\": \"10.2\", \"sulphates\": \"0.51\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.8\", \"sulphates\": \"0.36\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.48\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.54\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"sulphates\": \"0.4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.9\", \"sulphates\": \"0.7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"sulphates\": \"0.35\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.34\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.35\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.5\", \"sulphates\": \"0.79\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.8\", \"sulphates\": \"0.28\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.25\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.86\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.87\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.1\", \"sulphates\": \"0.3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.1\", \"sulphates\": \"0.32\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.2\", \"sulphates\": \"0.62\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.2\", \"sulphates\": \"0.71\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.3\", \"sulphates\": \"0.61\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.5\", \"sulphates\": \"0.34\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.5\", \"sulphates\": \"0.35\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.6\", \"sulphates\": \"0.47\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.7\", \"sulphates\": \"0.52\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.7\", \"sulphates\": \"0.56\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9\", \"sulphates\": \"0.45\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.2\", \"sulphates\": \"0.28\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.2\", \"sulphates\": \"0.46\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.2\", \"sulphates\": \"0.53\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.2\", \"sulphates\": \"0.66\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.3\", \"sulphates\": \"0.43\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.4\", \"sulphates\": \"0.69\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.8\", \"sulphates\": \"0.3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.8\", \"sulphates\": \"0.43\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.8\", \"sulphates\": \"0.59\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.9\", \"sulphates\": \"0.49\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"sulphates\": \"0.4\", \"target_rate\": 0.6}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.34\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.38\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.3\", \"sulphates\": \"0.31\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.4\", \"sulphates\": \"0.63\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.4\", \"sulphates\": \"0.64\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.5\", \"sulphates\": \"0.35\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.7\", \"sulphates\": \"0.55\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7\", \"sulphates\": \"0.6\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.49\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7.4\", \"sulphates\": \"0.65\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7.9\", \"sulphates\": \"0.31\", \"target_rate\": 0.5}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.56}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8779619e7f08e5016de758c2ddee3aa3d8ba6fb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:02:55.678490+00:00", + "ended_at": "2026-05-04T09:03:07.293261+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_fdc9069b92ec2667", + "problem_id": "v2p_n3_1eb447cf1f61e446", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "4", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_fdc9069b92ec2667.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_fdc9069b92ec2667", + "api_calls": 0, + "input_tokens": 22396, + "cached_input_tokens": 19840, + "output_tokens": 189, + "total_tokens": 22585, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2305, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2438, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11571.37, + "sql_execution_elapsed_ms_total": 7.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\artifacts\\v2q_n3_fdc9069b92ec2667\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4af22164ea825e5cd84ce24f1f5ebfee7f6f0077 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_fdc9069b92ec2667/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:03:07.275959+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11571.37, "started_at": "2026-05-04T09:02:55.684402+00:00", "ended_at": "2026-05-04T09:03:07.249425+00:00", "prompt_metrics": {"chars": 7984, "bytes_utf8": 7984, "lines": 243, "estimated_tokens": 2305}, "response_metrics": {"chars": 482, "bytes_utf8": 482, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22396, "cached_input_tokens": 19840, "output_tokens": 189}, "stderr_preview": "2026-05-04T09:02:55.940110Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:02:58.368062Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ffdd4435959491a1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ffdd4435959491a1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..113a8b03bf8e7faaeae8886e2573c74475bf9177 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ffdd4435959491a1/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_c\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_ffdd4435959491a1\n-- problem_id: v2p_n3_89f37f785db3b213\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"fixed acidity\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_c\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_ffdd4435959491a1\\n-- problem_id: v2p_n3_89f37f785db3b213\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"fixed acidity\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"fixed acidity\", \"support\", \"avg_response\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"support\": 308, \"avg_response\": 0.2689285714285714}, {\"fixed acidity\": \"6.6\", \"support\": 290, \"avg_response\": 0.28722413793103446}, {\"fixed acidity\": \"6.4\", \"support\": 280, \"avg_response\": 0.27275}, {\"fixed acidity\": \"6.9\", \"support\": 241, \"avg_response\": 0.2856224066390041}, {\"fixed acidity\": \"6.7\", \"support\": 236, \"avg_response\": 0.2829872881355932}, {\"fixed acidity\": \"7\", \"support\": 232, \"avg_response\": 0.2592241379310345}, {\"fixed acidity\": \"6.5\", \"support\": 225, \"avg_response\": 0.27566666666666667}, {\"fixed acidity\": \"7.2\", \"support\": 206, \"avg_response\": 0.272621359223301}, {\"fixed acidity\": \"7.1\", \"support\": 200, \"avg_response\": 0.27855}, {\"fixed acidity\": \"7.4\", \"support\": 194, \"avg_response\": 0.254819587628866}, {\"fixed acidity\": \"6.2\", \"support\": 192, \"avg_response\": 0.284921875}, {\"fixed acidity\": \"6.3\", \"support\": 188, \"avg_response\": 0.27867021276595744}, {\"fixed acidity\": \"6\", \"support\": 184, \"avg_response\": 0.2769021739130435}, {\"fixed acidity\": \"7.3\", \"support\": 178, \"avg_response\": 0.2627528089887641}, {\"fixed acidity\": \"6.1\", \"support\": 155, \"avg_response\": 0.2908709677419355}, {\"fixed acidity\": \"7.6\", \"support\": 153, \"avg_response\": 0.28500000000000003}, {\"fixed acidity\": \"7.5\", \"support\": 123, \"avg_response\": 0.27166666666666667}, {\"fixed acidity\": \"5.8\", \"support\": 121, \"avg_response\": 0.28173553719008265}, {\"fixed acidity\": \"5.9\", \"support\": 103, \"avg_response\": 0.28936893203883496}, {\"fixed acidity\": \"7.7\", \"support\": 93, \"avg_response\": 0.2993010752688172}, {\"fixed acidity\": \"7.8\", \"support\": 93, \"avg_response\": 0.28193548387096773}, {\"fixed acidity\": \"5.7\", \"support\": 88, \"avg_response\": 0.2635795454545455}, {\"fixed acidity\": \"8\", \"support\": 80, \"avg_response\": 0.29775}, {\"fixed acidity\": \"7.9\", \"support\": 74, \"avg_response\": 0.2696621621621622}, {\"fixed acidity\": \"5.6\", \"support\": 71, \"avg_response\": 0.2600704225352113}, {\"fixed acidity\": \"8.2\", \"support\": 56, \"avg_response\": 0.29598214285714286}, {\"fixed acidity\": \"8.1\", \"support\": 56, \"avg_response\": 0.27321428571428574}, {\"fixed acidity\": \"8.3\", \"support\": 52, \"avg_response\": 0.2526923076923077}, {\"fixed acidity\": \"8.4\", \"support\": 35, \"avg_response\": 0.27685714285714286}, {\"fixed acidity\": \"8.5\", \"support\": 32, \"avg_response\": 0.2253125}, {\"fixed acidity\": \"5.5\", \"support\": 31, \"avg_response\": 0.25806451612903225}, {\"fixed acidity\": \"5.4\", \"support\": 28, \"avg_response\": 0.33232142857142855}, {\"fixed acidity\": \"5.2\", \"support\": 28, \"avg_response\": 0.30160714285714285}, {\"fixed acidity\": \"5.3\", \"support\": 27, \"avg_response\": 0.34555555555555556}, {\"fixed acidity\": \"8.6\", \"support\": 25, \"avg_response\": 0.2806}, {\"fixed acidity\": \"5\", \"support\": 24, \"avg_response\": 0.320625}, {\"fixed acidity\": \"5.1\", \"support\": 23, \"avg_response\": 0.2965217391304348}, {\"fixed acidity\": \"9.2\", \"support\": 21, \"avg_response\": 0.2723809523809524}, {\"fixed acidity\": \"8.8\", \"support\": 18, \"avg_response\": 0.28}, {\"fixed acidity\": \"9\", \"support\": 17, \"avg_response\": 0.30500000000000005}, {\"fixed acidity\": \"8.9\", \"support\": 16, \"avg_response\": 0.26875}, {\"fixed acidity\": \"8.7\", \"support\": 15, \"avg_response\": 0.29}, {\"fixed acidity\": \"9.4\", \"support\": 11, \"avg_response\": 0.25363636363636366}, {\"fixed acidity\": \"4.8\", \"support\": 9, \"avg_response\": 0.28944444444444445}, {\"fixed acidity\": \"9.8\", \"support\": 8, \"avg_response\": 0.40375}, {\"fixed acidity\": \"4.9\", \"support\": 7, \"avg_response\": 0.34214285714285714}, {\"fixed acidity\": \"9.1\", \"support\": 6, \"avg_response\": 0.33666666666666667}, {\"fixed acidity\": \"4.7\", \"support\": 5, \"avg_response\": 0.47800000000000004}, {\"fixed acidity\": \"9.6\", \"support\": 5, \"avg_response\": 0.327}], \"row_count_returned\": 49, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ffdd4435959491a1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ffdd4435959491a1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cf9eba79264e777ad2144c817a97db4bbaebd4c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ffdd4435959491a1/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_c", + "dataset_id": "n3", + "started_at": "2026-05-04T09:37:05.065927+00:00", + "ended_at": "2026-05-04T09:37:05.074386+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ffdd4435959491a1", + "problem_id": "v2p_n3_89f37f785db3b213", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=volatile acidity, key_col=fixed acidity.", + "bindings": { + "key_col": "fixed acidity", + "measure_col": "volatile acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_c\\n3\\sql\\v2q_n3_ffdd4435959491a1.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ffdd4435959491a1/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ffdd4435959491a1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/artifacts/v2q_n3_ffdd4435959491a1/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_00474a40fce5bc71.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_00474a40fce5bc71.sql new file mode 100644 index 0000000000000000000000000000000000000000..d1183e579416ee1ba03bbedf95dfdc9d94332d86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_00474a40fce5bc71.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_00474a40fce5bc71 +-- problem_id: v2p_n3_f5cb46b70a33e1a4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pH", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "pH" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_00df2c4fb7ee25c7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_00df2c4fb7ee25c7.sql new file mode 100644 index 0000000000000000000000000000000000000000..325801d626e46ecdf7e90dcf064217055d796159 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_00df2c4fb7ee25c7.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_00df2c4fb7ee25c7 +-- problem_id: v2p_n3_7d8078a8b12e07ee +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("residual sugar" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "sulphates" +HAVING SUM(CAST("residual sugar" AS REAL)) > 7.9 +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_035f245e864e4b04.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_035f245e864e4b04.sql new file mode 100644 index 0000000000000000000000000000000000000000..1b9384fefd8b464bec17331a8378b2f49daa704f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_035f245e864e4b04.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_035f245e864e4b04 +-- problem_id: v2p_n3_1919996010a246b9 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "fixed acidity", + CAST("pH" AS REAL) AS "pH_value", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY CAST("pH" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "n3" + WHERE "fixed acidity" IS NOT NULL + AND "pH" IS NOT NULL +), +"picked" AS ( + SELECT + "fixed acidity", + "pH_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= ((95 * "cnt" + 99) / 100) +) +SELECT + "fixed acidity", + "percentile_measure" +FROM "picked" +WHERE "pick_rank" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_05c5875477f5b6e2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_05c5875477f5b6e2.sql new file mode 100644 index 0000000000000000000000000000000000000000..973cc9ab7a870990b3cfd2ab7c0e6d7f94da5b67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_05c5875477f5b6e2.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_05c5875477f5b6e2 +-- problem_id: v2p_n3_d1505d7dab0537e0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "sulphates", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_0662f91dff9c3774.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_0662f91dff9c3774.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a6831f5ea61c8bf7f360bbd8a3ba555769a4469 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_0662f91dff9c3774.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_0662f91dff9c3774 +-- problem_id: v2p_n3_876f5e0d8e853537 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", AVG(CAST("sulphates" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_06f952223a8e4c64.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_06f952223a8e4c64.sql new file mode 100644 index 0000000000000000000000000000000000000000..0227656df19c8ad5cc76e25389568255615b45e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_06f952223a8e4c64.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_06f952223a8e4c64 +-- problem_id: v2p_n3_5384b09ebab91549 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "citric acid", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "citric acid" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_06f975ae9205ee97.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_06f975ae9205ee97.sql new file mode 100644 index 0000000000000000000000000000000000000000..c77e9d2aad7bef18dffe8673e921f15d87992107 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_06f975ae9205ee97.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_06f975ae9205ee97 +-- problem_id: v2p_n3_210cba88fc78dee7 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_079b9cbcc01d03fa.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_079b9cbcc01d03fa.sql new file mode 100644 index 0000000000000000000000000000000000000000..aeb572907b0d86bd575847bad80dc47dcb1bb4b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_079b9cbcc01d03fa.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_079b9cbcc01d03fa +-- problem_id: v2p_n3_8aeefa97b4f85061 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("pH" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_07a62a39501a86d0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_07a62a39501a86d0.sql new file mode 100644 index 0000000000000000000000000000000000000000..020aceb01f394359945f42800a1d86ebae1e3ee2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_07a62a39501a86d0.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n3_07a62a39501a86d0 +-- problem_id: v2p_n3_5001695233c4079a +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "alcohol", + NTILE(10) OVER (ORDER BY CAST("alcohol" AS REAL) DESC) AS tail_bucket + FROM "n3" +) +SELECT "alcohol" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("alcohol" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_07ff5b62e687b2d5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_07ff5b62e687b2d5.sql new file mode 100644 index 0000000000000000000000000000000000000000..542af5a653b4365e6ab91cf8ac68b84ce40588bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_07ff5b62e687b2d5.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_07ff5b62e687b2d5 +-- problem_id: v2p_n3_c1effcde89775c0f +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("alcohol" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "quality" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_0973a5b8a08168ad.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_0973a5b8a08168ad.sql new file mode 100644 index 0000000000000000000000000000000000000000..7eb7e303516e1e14445a62f2e021aae9c8e0335c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_0973a5b8a08168ad.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_0973a5b8a08168ad +-- problem_id: v2p_n3_31447783af66c85a +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '7' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_09d67a618c21dcfe.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_09d67a618c21dcfe.sql new file mode 100644 index 0000000000000000000000000000000000000000..566a865dac8a09753ee47dc8ceaf6a9be859295c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_09d67a618c21dcfe.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_09d67a618c21dcfe +-- problem_id: v2p_n3_c0069f55e29e035b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "fixed acidity", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_0c33cd979a43a75b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_0c33cd979a43a75b.sql new file mode 100644 index 0000000000000000000000000000000000000000..d5ba16d7475f753dd4609a9b6c25fdfbbfc0466f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_0c33cd979a43a75b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_0c33cd979a43a75b +-- problem_id: v2p_n3_a06bf0369df79d03 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("total sulfur dioxide" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY "fixed acidity"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_0c92a2aebd6b6742.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_0c92a2aebd6b6742.sql new file mode 100644 index 0000000000000000000000000000000000000000..2407300b6f6a81bb35f7f5d5e0e117f18ca0ac64 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_0c92a2aebd6b6742.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_0c92a2aebd6b6742 +-- problem_id: v2p_n3_c36147a7fa07858f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "total sulfur dioxide", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "total sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_10875f7d6ff379ac.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_10875f7d6ff379ac.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e74d8acfeee32b325990f112e42d9f683a385da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_10875f7d6ff379ac.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_10875f7d6ff379ac +-- problem_id: v2p_n3_989d91f1b094bc99 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", AVG(CAST("citric acid" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_11352a8b8410a809.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_11352a8b8410a809.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f5f4b85ed564a25fd1d095e769472e7fd2cc447 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_11352a8b8410a809.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_11352a8b8410a809 +-- problem_id: v2p_n3_723d24909373e41c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "citric acid", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "citric acid" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_11cf882dfc88353b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_11cf882dfc88353b.sql new file mode 100644 index 0000000000000000000000000000000000000000..573c95cc86f093404caf91a511062e17d872310a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_11cf882dfc88353b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_11cf882dfc88353b +-- problem_id: v2p_n3_a6c765497f346ca7 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("sulphates" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "sulphates" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_148f2ed6e49bc3d3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_148f2ed6e49bc3d3.sql new file mode 100644 index 0000000000000000000000000000000000000000..f482c22fe0f8874a115555527112b35833dac2ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_148f2ed6e49bc3d3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_148f2ed6e49bc3d3 +-- problem_id: v2p_n3_ce511bb84a21a274 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("pH" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY CAST("quality" AS REAL); diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_15ef5acec1d5ca66.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_15ef5acec1d5ca66.sql new file mode 100644 index 0000000000000000000000000000000000000000..7d1bd104cb31fc7e156015107adde5c4d18c5b98 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_15ef5acec1d5ca66.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_15ef5acec1d5ca66 +-- problem_id: v2p_n3_eb0f39874f61b2e9 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '9' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1865799d7d46c588.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1865799d7d46c588.sql new file mode 100644 index 0000000000000000000000000000000000000000..911cb9522f1a7988df8052c770a1b3ca43987706 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1865799d7d46c588.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_1865799d7d46c588 +-- problem_id: v2p_n3_401d7a4defd90304 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("citric acid" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY "sulphates"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1a73f05abc0acdc2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1a73f05abc0acdc2.sql new file mode 100644 index 0000000000000000000000000000000000000000..bbc39e104f5e6d39a68f6a965a52fe6dc836e54f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1a73f05abc0acdc2.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_1a73f05abc0acdc2 +-- problem_id: v2p_n3_79cd5577733f363e +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "sulphates" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1aec9b4699391fab.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1aec9b4699391fab.sql new file mode 100644 index 0000000000000000000000000000000000000000..979a322bc5cc8227e6d6985d9bd87d36d4f9b205 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1aec9b4699391fab.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_1aec9b4699391fab +-- problem_id: v2p_n3_8e5be0c29caab4c8 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "quality" + FROM "n3" +) +SELECT + "groups"."quality", + ( + SELECT "ranked"."measure_val" + FROM ( + SELECT + CAST("n3"."free sulfur dioxide" AS REAL) AS "measure_val", + ROW_NUMBER() OVER ( + ORDER BY CAST("n3"."free sulfur dioxide" AS REAL) + ) AS "rn", + COUNT(*) OVER () AS "cnt" + FROM "n3" + WHERE "n3"."quality" = "groups"."quality" + AND "n3"."quality" = '5' + ) AS "ranked" + WHERE "ranked"."rn" >= 0.9 * "ranked"."cnt" + ORDER BY "ranked"."rn" + LIMIT 1 + ) AS "conditional_percentile" +FROM "groups" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1afbcaf865382397.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1afbcaf865382397.sql new file mode 100644 index 0000000000000000000000000000000000000000..cf4b3b5b336d7fb7c9d7478d13a9f51a6ce3ba09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1afbcaf865382397.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_1afbcaf865382397 +-- problem_id: v2p_n3_f985ecdc1ec8c95f +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sulphates", + AVG(CAST("total sulfur dioxide" AS REAL)) OVER (PARTITION BY "sulphates") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1b15448a089d0c9e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1b15448a089d0c9e.sql new file mode 100644 index 0000000000000000000000000000000000000000..80cb86650f95bb66a0b8d390810ef1d675807e35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1b15448a089d0c9e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_1b15448a089d0c9e +-- problem_id: v2p_n3_03e3a04562ea25e6 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "quality" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1b3442475988448e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1b3442475988448e.sql new file mode 100644 index 0000000000000000000000000000000000000000..f86eab4702d212560af8e0801d3a5033c7a58343 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1b3442475988448e.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n3_1b3442475988448e +-- problem_id: v2p_n3_b385c96c75d453d6 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "residual sugar", + NTILE(10) OVER (ORDER BY CAST("residual sugar" AS REAL) DESC) AS tail_bucket + FROM "n3" +) +SELECT "residual sugar" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("residual sugar" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1b7c8528336bd3e7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1b7c8528336bd3e7.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d697537493b3ade17b4c0db5959f73b67e91b84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1b7c8528336bd3e7.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_1b7c8528336bd3e7 +-- problem_id: v2p_n3_bb979383de7be297 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("volatile acidity" AS REAL)) AS "avg_measure", COUNT(*) AS "support" +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY CAST("fixed acidity" AS REAL); diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1cc01d70f6b24f0b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1cc01d70f6b24f0b.sql new file mode 100644 index 0000000000000000000000000000000000000000..f363fd322117b59d6f08d2caa3d10ff73d87cdca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1cc01d70f6b24f0b.sql @@ -0,0 +1,33 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n3_1cc01d70f6b24f0b +-- problem_id: v2p_n3_b5dd67f6fa716a5c +-- realization_mode: agent +-- source_kind: agent +WITH stats AS ( + SELECT + AVG(CAST("volatile acidity" AS REAL)) AS mean_val, + SQRT( + AVG(CAST("volatile acidity" AS REAL) * CAST("volatile acidity" AS REAL)) + - AVG(CAST("volatile acidity" AS REAL)) * AVG(CAST("volatile acidity" AS REAL)) + ) AS stddev_val + FROM "n3" +), +scored AS ( + SELECT + "n3".*, + (CAST("volatile acidity" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score + FROM "n3" + CROSS JOIN stats +) +SELECT * +FROM scored +WHERE ABS(z_score) > 2.0 +ORDER BY CAST("volatile acidity" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1d6ccdec56dce93e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1d6ccdec56dce93e.sql new file mode 100644 index 0000000000000000000000000000000000000000..16f301e720e19ef7f9498975a91272d96fab88ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1d6ccdec56dce93e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_1d6ccdec56dce93e +-- problem_id: v2p_n3_53b15fa63d2c7fc2 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", AVG(CAST("sulphates" AS REAL)) AS "avg_measure" +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1e6f8b950c613985.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1e6f8b950c613985.sql new file mode 100644 index 0000000000000000000000000000000000000000..c58785ce0c6a13e9ca4173edc6ecd95fec7ce583 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1e6f8b950c613985.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_1e6f8b950c613985 +-- problem_id: v2p_n3_1526805f37ae292e +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("volatile acidity" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "sulphates" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1ee9c4cf0c567845.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1ee9c4cf0c567845.sql new file mode 100644 index 0000000000000000000000000000000000000000..cead8a8bae27b1f922d5da8d38dfa30e4c2ae424 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_1ee9c4cf0c567845.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_1ee9c4cf0c567845 +-- problem_id: v2p_n3_a41b67d7fb3c1986 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "fixed acidity", + CAST("residual sugar" AS REAL) AS "residual_sugar_value", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY CAST("residual sugar" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "n3" + WHERE "fixed acidity" IS NOT NULL + AND "residual sugar" IS NOT NULL +), +"thresholded" AS ( + SELECT + "fixed acidity", + "residual_sugar_value", + "rn", + "cnt", + CAST((0.95 * "cnt") + 0.999999999 AS INT) AS "pct_rank" + FROM "ranked" +) +SELECT + "fixed acidity", + "residual_sugar_value" AS "percentile_measure" +FROM "thresholded" +WHERE "cnt" >= 5 + AND "rn" = "pct_rank" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_21690397018d9101.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_21690397018d9101.sql new file mode 100644 index 0000000000000000000000000000000000000000..b5c894ec38088f592cefd2cee3b4ea23142af674 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_21690397018d9101.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_21690397018d9101 +-- problem_id: v2p_n3_ee00387ce80fb897 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("fixed acidity" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "sulphates" +HAVING SUM(CAST("fixed acidity" AS REAL)) > 7.1 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_2285532ed0a9ec4e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_2285532ed0a9ec4e.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e93368f3d860f9bcd3ff02705d35706e5d4b08a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_2285532ed0a9ec4e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_2285532ed0a9ec4e +-- problem_id: v2p_n3_ec08c80946e3f767 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", + AVG(CASE WHEN "quality" = '8' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_2291d342598d5b59.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_2291d342598d5b59.sql new file mode 100644 index 0000000000000000000000000000000000000000..1ccf89bbfeaf6d9905d7afa887c9e3c3db620db2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_2291d342598d5b59.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_2291d342598d5b59 +-- problem_id: v2p_n3_bbcbefe481edb050 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "residual sugar", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "residual sugar" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_23fcdb9fa892cd17.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_23fcdb9fa892cd17.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed145161b63dacd3948f3b3d028d92a60f652ea8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_23fcdb9fa892cd17.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_23fcdb9fa892cd17 +-- problem_id: v2p_n3_0eea90e05c1c3690 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("alcohol" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY "sulphates"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_25375a42a3d75b58.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_25375a42a3d75b58.sql new file mode 100644 index 0000000000000000000000000000000000000000..82b9c3e6be2bf1e1aeb0b06169bef8ebcb65f58b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_25375a42a3d75b58.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_25375a42a3d75b58 +-- problem_id: v2p_n3_0a566a92ab94ac31 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "quality", + AVG(CAST("density" AS REAL)) OVER (PARTITION BY "quality") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_26c7dc186db3c22c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_26c7dc186db3c22c.sql new file mode 100644 index 0000000000000000000000000000000000000000..200562fb26a743bfa5c33762fe71e6d76352d85f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_26c7dc186db3c22c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_26c7dc186db3c22c +-- problem_id: v2p_n3_17b6fcefd7b6c917 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("free sulfur dioxide" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_2700498c093f25bd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_2700498c093f25bd.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a24c17fd6864fab108788b11b287ebec52c664b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_2700498c093f25bd.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_2700498c093f25bd +-- problem_id: v2p_n3_2862c7d41af69b6e +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "fixed acidity", + CAST("pH" AS REAL) AS "pH_value", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY CAST("pH" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "n3" + WHERE "fixed acidity" IS NOT NULL + AND "pH" IS NOT NULL +), +"picked" AS ( + SELECT + "fixed acidity", + "pH_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "fixed acidity", + "percentile_measure" +FROM "picked" +WHERE "pick_rank" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_295d25279ddb94f3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_295d25279ddb94f3.sql new file mode 100644 index 0000000000000000000000000000000000000000..9fd68b0377ae6714781695cb273aa1aa9b665705 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_295d25279ddb94f3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_295d25279ddb94f3 +-- problem_id: v2p_n3_b16fb37e933e268c +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "quality" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_297ca39acac05dfc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_297ca39acac05dfc.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9e89a24c52fcbdab7728060237c2486028c5f83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_297ca39acac05dfc.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_297ca39acac05dfc +-- problem_id: v2p_n3_e0bbc78b8c96de83 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "fixed acidity", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_299fef7d0c7e65e0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_299fef7d0c7e65e0.sql new file mode 100644 index 0000000000000000000000000000000000000000..42c604f9ac27096c18f5e3d9b20196806eafe775 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_299fef7d0c7e65e0.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_299fef7d0c7e65e0 +-- problem_id: v2p_n3_998249dd1e0363c0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "sulphates", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_2b91de3985da5786.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_2b91de3985da5786.sql new file mode 100644 index 0000000000000000000000000000000000000000..92a01c9aec6cace445b3358dc1cbfe00075f49b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_2b91de3985da5786.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_2b91de3985da5786 +-- problem_id: v2p_n3_cda92ae8de4f134e +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "quality", + AVG(CAST("chlorides" AS REAL)) OVER (PARTITION BY "quality") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_2e91fbbf7057b56d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_2e91fbbf7057b56d.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c499c63cd4cb29b56c8a94302cf476e012d654a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_2e91fbbf7057b56d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_2e91fbbf7057b56d +-- problem_id: v2p_n3_994ffb6b19d7a95c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "free sulfur dioxide", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "free sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_2f87929fa35ca5e7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_2f87929fa35ca5e7.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e57a3d072601295e10c853fa567c71b49c6a55e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_2f87929fa35ca5e7.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_2f87929fa35ca5e7 +-- problem_id: v2p_n3_f9500fb94e992690 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("sulphates" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY "fixed acidity"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_300cffce6b200d9b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_300cffce6b200d9b.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0815688ec87672b75ca63575cad12d9370c0bd6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_300cffce6b200d9b.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n3_300cffce6b200d9b +-- problem_id: v2p_n3_867d8abb839274bd +-- realization_mode: agent +-- source_kind: agent +WITH "stats" AS ( + SELECT + AVG(CAST("fixed acidity" AS REAL)) AS "mean_val", + AVG(CAST("fixed acidity" AS REAL) * CAST("fixed acidity" AS REAL)) + - AVG(CAST("fixed acidity" AS REAL)) * AVG(CAST("fixed acidity" AS REAL)) AS "var_val" + FROM "n3" +), +"scored" AS ( + SELECT + "n3".*, + CAST("fixed acidity" AS REAL) - "stats"."mean_val" AS "centered_value", + ((CAST("fixed acidity" AS REAL) - "stats"."mean_val") * (CAST("fixed acidity" AS REAL) - "stats"."mean_val")) + / NULLIF("stats"."var_val", 0) AS "z_score_squared" + FROM "n3" + CROSS JOIN "stats" +) +SELECT * +FROM "scored" +WHERE "centered_value" IS NOT NULL + AND "z_score_squared" > 4.0 +ORDER BY CAST("fixed acidity" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_31ab122c843aa775.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_31ab122c843aa775.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e4a0e23c5a075563d43eb65f07122dba21d5cf1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_31ab122c843aa775.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_31ab122c843aa775 +-- problem_id: v2p_n3_de9a25174556e598 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "quality", + AVG(CAST("chlorides" AS REAL)) OVER (PARTITION BY "quality") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_33aeaf8103cb6f6e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_33aeaf8103cb6f6e.sql new file mode 100644 index 0000000000000000000000000000000000000000..c916436bb01b0be0532ee51b4fb0d1199772e705 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_33aeaf8103cb6f6e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_33aeaf8103cb6f6e +-- problem_id: v2p_n3_79a796da75c5fb36 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "total sulfur dioxide", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "total sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_35063930c389489e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_35063930c389489e.sql new file mode 100644 index 0000000000000000000000000000000000000000..a73e1940d371fc22f4cbf95d04cdf01cc466bed0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_35063930c389489e.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_35063930c389489e +-- problem_id: v2p_n3_88054ac8008f9a2c +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT + "sulphates" AS "group_col", + CAST("chlorides" AS REAL) AS "measure_col", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY CAST("chlorides" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "n3" + WHERE "sulphates" IS NOT NULL + AND "chlorides" IS NOT NULL +), percentile_points AS ( + SELECT + "group_col", + "measure_col" AS "percentile_measure" + FROM ranked + WHERE "rn" = CAST((0.95 * "cnt") + 0.999999999 AS INT) +) +SELECT + "group_col" AS "sulphates", + "percentile_measure" +FROM percentile_points +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_35f77f83af082080.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_35f77f83af082080.sql new file mode 100644 index 0000000000000000000000000000000000000000..44c3c4b758222c3666043491e28f8c82b5c58f47 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_35f77f83af082080.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_35f77f83af082080 +-- problem_id: v2p_n3_578a139384c182a0 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sulphates", + AVG(CAST("residual sugar" AS REAL)) OVER (PARTITION BY "sulphates") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_381e288bb6ea525b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_381e288bb6ea525b.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6b62fa34597a20f064f1f296fb2c9e73175dc8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_381e288bb6ea525b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_381e288bb6ea525b +-- problem_id: v2p_n3_be2bf3ca01fd05e1 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("fixed acidity" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY "quality"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_39c30004be336e6a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_39c30004be336e6a.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d09d90361b6380de55933662fa639545eabbbaa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_39c30004be336e6a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_39c30004be336e6a +-- problem_id: v2p_n3_ff32f34af6927735 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "quality", + AVG(CAST("density" AS REAL)) OVER (PARTITION BY "quality") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_3b7ce7ea611a2483.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_3b7ce7ea611a2483.sql new file mode 100644 index 0000000000000000000000000000000000000000..707a3ba7b2e87e29f7a49ef39dc6e106bec0679b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_3b7ce7ea611a2483.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_3b7ce7ea611a2483 +-- problem_id: v2p_n3_10d6cca2850d6157 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sulphates", + AVG(CAST("residual sugar" AS REAL)) OVER (PARTITION BY "sulphates") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_3d51e2086e7d1992.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_3d51e2086e7d1992.sql new file mode 100644 index 0000000000000000000000000000000000000000..e6de92eade5a7d68ebae4f801a5d5af97582bc1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_3d51e2086e7d1992.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_3d51e2086e7d1992 +-- problem_id: v2p_n3_54c2dbb2f43cdb16 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sulphates", + CAST("chlorides" AS REAL) AS "chlorides_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY CAST("chlorides" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "n3" + WHERE "sulphates" IS NOT NULL + AND "chlorides" IS NOT NULL +), +"percentile_point" AS ( + SELECT + "sulphates", + "chlorides_value" AS "percentile_measure", + "cnt" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INT) +) +SELECT + "sulphates", + "percentile_measure" +FROM "percentile_point" +WHERE "cnt" >= 5 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_3ed3178b12be459a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_3ed3178b12be459a.sql new file mode 100644 index 0000000000000000000000000000000000000000..59a0f3a0d17c02bbab818bbd03c3a2b2c7818c0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_3ed3178b12be459a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_3ed3178b12be459a +-- problem_id: v2p_n3_e2b86cf547ce4a06 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", AVG(CAST("fixed acidity" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_40227f3026dea7f2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_40227f3026dea7f2.sql new file mode 100644 index 0000000000000000000000000000000000000000..e88ba1b603774a7415d5151e33fd0b0a777a9890 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_40227f3026dea7f2.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_40227f3026dea7f2 +-- problem_id: v2p_n3_aca3f394eb0ad086 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("alcohol" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "fixed acidity" +HAVING SUM(CAST("alcohol" AS REAL)) > 11.0 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_41c96f78935bd840.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_41c96f78935bd840.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d561e732d4ba4c0ddacf0fb6450a01b91c34f1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_41c96f78935bd840.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n3_41c96f78935bd840 +-- problem_id: v2p_n3_ceb959e4c0616094 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + "chlorides", + NTILE(10) OVER (ORDER BY CAST("chlorides" AS REAL) DESC) AS "tail_bucket" + FROM "n3" +) +SELECT "chlorides" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("chlorides" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_423ed86a8d0966f7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_423ed86a8d0966f7.sql new file mode 100644 index 0000000000000000000000000000000000000000..c3a2febcb24d80e861e90e6ee37d626ed8bb4c43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_423ed86a8d0966f7.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_423ed86a8d0966f7 +-- problem_id: v2p_n3_105696b98ef521c9 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", SUM(CAST("volatile acidity" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "quality" +HAVING SUM(CAST("volatile acidity" AS REAL)) > 0.32 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4295db35d0d05093.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4295db35d0d05093.sql new file mode 100644 index 0000000000000000000000000000000000000000..a92cdbe42a11eddbaf517a57a63d7c4e124800f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4295db35d0d05093.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_4295db35d0d05093 +-- problem_id: v2p_n3_cfdcbef71d69822b +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT + "quality", + CAST("free sulfur dioxide" AS REAL) AS measure_value, + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("free sulfur dioxide" AS REAL) + ) AS rn, + COUNT(*) OVER ( + PARTITION BY "quality" + ) AS cnt + FROM "n3" + WHERE "quality" IS NOT NULL + AND "free sulfur dioxide" IS NOT NULL +) +SELECT + "quality", + measure_value AS percentile_measure +FROM ranked +WHERE rn = CAST(((cnt * 9) + 9) / 10 AS INTEGER) +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_435e10956045a022.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_435e10956045a022.sql new file mode 100644 index 0000000000000000000000000000000000000000..4483d750044c63b3e9c211c2f309b479710b1791 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_435e10956045a022.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n3_435e10956045a022 +-- problem_id: v2p_n3_13035c505213a470 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "sulphates" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "sulphates" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_43a87eb13e1018b1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_43a87eb13e1018b1.sql new file mode 100644 index 0000000000000000000000000000000000000000..4443310682ee28dc9e0a3e608e52aacf08286b4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_43a87eb13e1018b1.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n3_43a87eb13e1018b1 +-- problem_id: v2p_n3_458775daa53f7139 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "sulphates", + NTILE(10) OVER (ORDER BY CAST("sulphates" AS REAL) DESC) AS tail_bucket + FROM "n3" + WHERE "sulphates" IS NOT NULL +) +SELECT "sulphates" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("sulphates" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_443176d191a905b2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_443176d191a905b2.sql new file mode 100644 index 0000000000000000000000000000000000000000..486c33c4d786ef87edab445bb3e7a77a134ff036 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_443176d191a905b2.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n3_443176d191a905b2 +-- problem_id: v2p_n3_56306d3a105294e1 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", COUNT(*) AS row_count +FROM "n3" +GROUP BY "sulphates" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4507fe9e164c188c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4507fe9e164c188c.sql new file mode 100644 index 0000000000000000000000000000000000000000..105eb747961f2a99d44b027bd41072cc9fda6565 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4507fe9e164c188c.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n3_4507fe9e164c188c +-- problem_id: v2p_n3_5826767908d77475 +-- realization_mode: agent +-- source_kind: agent +WITH "stats" AS ( + SELECT + AVG(CAST("citric acid" AS REAL)) AS "mean_val", + SQRT(AVG(CAST("citric acid" AS REAL) * CAST("citric acid" AS REAL)) - AVG(CAST("citric acid" AS REAL)) * AVG(CAST("citric acid" AS REAL))) AS "stddev_val" + FROM "n3" +), +"scored" AS ( + SELECT + "n3".*, + (CAST("citric acid" AS REAL) - "stats"."mean_val") / NULLIF("stats"."stddev_val", 0) AS "z_score" + FROM "n3" + CROSS JOIN "stats" +) +SELECT * +FROM "scored" +WHERE ABS("z_score") > 2.0 +ORDER BY CAST("citric acid" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4774b6b2253585fe.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4774b6b2253585fe.sql new file mode 100644 index 0000000000000000000000000000000000000000..1da43a2ead448d41bd80fdf64919d2d1b462cbe5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4774b6b2253585fe.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_4774b6b2253585fe +-- problem_id: v2p_n3_2b0cb220d42b8009 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sulphates", + CAST("chlorides" AS REAL) AS "chlorides_value" + FROM "n3" + WHERE "quality" = '6' + AND "sulphates" IS NOT NULL + AND "chlorides" IS NOT NULL +), "ranked" AS ( + SELECT + "sulphates", + "chlorides_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY "chlorides_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "filtered" +) +SELECT + "sulphates", + "chlorides_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(((0.9 * "cnt") + 0.999999999) AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4a0351eca386fc76.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4a0351eca386fc76.sql new file mode 100644 index 0000000000000000000000000000000000000000..9280119e0a7aec8712709d65de6cbb148d9a9e37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4a0351eca386fc76.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_4a0351eca386fc76 +-- problem_id: v2p_n3_8ba66e705803ce6d +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", + MAX(CAST("sulphates" AS REAL)) AS percentile_measure +FROM "n3" +GROUP BY "sulphates" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4b3bbeb8bbad47c1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4b3bbeb8bbad47c1.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3c6dfb15365e9531b10686ea4f13fd1d7b69c4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4b3bbeb8bbad47c1.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n3_4b3bbeb8bbad47c1 +-- problem_id: v2p_n3_782358d593dab225 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", COUNT(*) AS row_count +FROM "n3" +GROUP BY "sulphates" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4c2e63e75cce03ea.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4c2e63e75cce03ea.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab23848ea7a58fba3438f917186ca256f56b6559 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4c2e63e75cce03ea.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_4c2e63e75cce03ea +-- problem_id: v2p_n3_b9f8b396216386e5 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("free sulfur dioxide" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "fixed acidity" +HAVING SUM(CAST("free sulfur dioxide" AS REAL)) > 41.0 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4cc957b4bbf7e617.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4cc957b4bbf7e617.sql new file mode 100644 index 0000000000000000000000000000000000000000..7856f157e025b88aa92e25102ba7f8029afd85bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4cc957b4bbf7e617.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_4cc957b4bbf7e617 +-- problem_id: v2p_n3_5b4a9cc15c2b3071 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "fixed acidity", + CAST("residual sugar" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY CAST("residual sugar" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "n3" +), +"percentile_rows" AS ( + SELECT + "fixed acidity", + "measure_value", + "rn", + "cnt", + CAST((0.9 * "cnt") AS INTEGER) + ((0.9 * "cnt") > CAST((0.9 * "cnt") AS INTEGER)) AS "target_rn" + FROM "ranked" +) +SELECT + "fixed acidity", + MIN("measure_value") AS "percentile_measure" +FROM "percentile_rows" +WHERE "rn" >= "target_rn" +GROUP BY "fixed acidity" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4e4a12091ce3b620.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4e4a12091ce3b620.sql new file mode 100644 index 0000000000000000000000000000000000000000..c5695285edf06f1a5b9d6f0adc3a50745ead4b51 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4e4a12091ce3b620.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_4e4a12091ce3b620 +-- problem_id: v2p_n3_fc88a7a1c3292ece +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("fixed acidity" AS REAL) AS "fixed acidity", + CAST("fixed acidity" AS REAL) AS percentile_measure +FROM "n3" +WHERE "fixed acidity" IS NOT NULL +GROUP BY "fixed acidity" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4f3d5582842c14d8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4f3d5582842c14d8.sql new file mode 100644 index 0000000000000000000000000000000000000000..69d2a3d0e405bdb50e9bf0e9d062c23d775dcb94 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_4f3d5582842c14d8.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_4f3d5582842c14d8 +-- problem_id: v2p_n3_355dbfbb775dc802 +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("fixed acidity" AS REAL) AS "fixed acidity", "quality", AVG(CAST("fixed acidity" AS REAL)) AS "avg_measure" +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_51bfe5309c712506.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_51bfe5309c712506.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa9cb9057031e1ad1eb7c533388b33daf717a287 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_51bfe5309c712506.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_51bfe5309c712506 +-- problem_id: v2p_n3_4ea63bd254073b80 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "quality", + CAST("free sulfur dioxide" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("free sulfur dioxide" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "quality") AS "cnt" + FROM "n3" + WHERE "quality" IS NOT NULL + AND "free sulfur dioxide" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "quality", + "measure_value", + "rn", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "quality", + "measure_value" AS "percentile_measure" +FROM "percentile_rows" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_52539ad5ecf42d3e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_52539ad5ecf42d3e.sql new file mode 100644 index 0000000000000000000000000000000000000000..93403658d7418261dc35d8c8c604c63b28a9186f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_52539ad5ecf42d3e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_52539ad5ecf42d3e +-- problem_id: v2p_n3_666886f38c32600f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "residual sugar", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "residual sugar" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_554360430423ea43.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_554360430423ea43.sql new file mode 100644 index 0000000000000000000000000000000000000000..d7415f4554c4197dee2cfad065bf1509690c1cc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_554360430423ea43.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_554360430423ea43 +-- problem_id: v2p_n3_46769511e80f6105 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("free sulfur dioxide" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_55772ecafbfbab57.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_55772ecafbfbab57.sql new file mode 100644 index 0000000000000000000000000000000000000000..27d942586b07f3f294ae5d26ff1471ee5f1d47f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_55772ecafbfbab57.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_55772ecafbfbab57 +-- problem_id: v2p_n3_755a80e25321dedf +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("total sulfur dioxide" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "sulphates" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_560400d31c7e4527.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_560400d31c7e4527.sql new file mode 100644 index 0000000000000000000000000000000000000000..d2e82b09e8b2e35f0ff9206fbca9eec2374f28ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_560400d31c7e4527.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_560400d31c7e4527 +-- problem_id: v2p_n3_bf09c1d3c6b70ef8 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("pH" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_58231a365781ddad.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_58231a365781ddad.sql new file mode 100644 index 0000000000000000000000000000000000000000..742e73b209cfea028a6b86d04819f70734295c8a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_58231a365781ddad.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_58231a365781ddad +-- problem_id: v2p_n3_caa4c33ea68e38db +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + CAST("fixed acidity" AS REAL) AS "fixed acidity", + CAST("total sulfur dioxide" AS REAL) AS "total sulfur dioxide" + FROM "n3" + WHERE "quality" = '6' + AND "fixed acidity" IS NOT NULL + AND "total sulfur dioxide" IS NOT NULL +), +"ranked" AS ( + SELECT + "fixed acidity", + "total sulfur dioxide", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY "total sulfur dioxide" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "filtered" +) +SELECT + "fixed acidity", + MIN("total sulfur dioxide") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= "cnt" * 0.9 +GROUP BY "fixed acidity" +HAVING MAX("cnt") >= 5 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_5954a2084a96428f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_5954a2084a96428f.sql new file mode 100644 index 0000000000000000000000000000000000000000..69c38ce70cb25272121083836a877f374036ceae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_5954a2084a96428f.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_5954a2084a96428f +-- problem_id: v2p_n3_a05b1f68724bd1e5 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sulphates", + AVG(CAST("sulphates" AS REAL)) OVER (PARTITION BY "sulphates") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_5a19db1ba403bf49.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_5a19db1ba403bf49.sql new file mode 100644 index 0000000000000000000000000000000000000000..7461d149eb9c4aba8b4b5286b7edb4cfb0b440e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_5a19db1ba403bf49.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n3_5a19db1ba403bf49 +-- problem_id: v2p_n3_4364dd72ac8a5562 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT "fixed acidity", + NTILE(10) OVER (ORDER BY CAST("fixed acidity" AS REAL) DESC) AS "tail_bucket" + FROM "n3" +) +SELECT "fixed acidity" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("fixed acidity" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_5c5a2d522d18e5db.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_5c5a2d522d18e5db.sql new file mode 100644 index 0000000000000000000000000000000000000000..32c29273e6ca391dccbb568384fdcf05452d4d65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_5c5a2d522d18e5db.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_5c5a2d522d18e5db +-- problem_id: v2p_n3_4b1280fccb447912 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "quality" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_5f85b0d3be49eac7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_5f85b0d3be49eac7.sql new file mode 100644 index 0000000000000000000000000000000000000000..e55cdf217c4e5168f2f0df3f1730ecb8de1d49bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_5f85b0d3be49eac7.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_5f85b0d3be49eac7 +-- problem_id: v2p_n3_608c50591b3909a0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "citric acid", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "citric acid" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_6148d2eca82dc1e8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_6148d2eca82dc1e8.sql new file mode 100644 index 0000000000000000000000000000000000000000..6a773ec7a1182f2a7b022118fad88d25a03ec757 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_6148d2eca82dc1e8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_6148d2eca82dc1e8 +-- problem_id: v2p_n3_11e02ba4dbe3a4a7 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '7' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_6169035aaf18c282.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_6169035aaf18c282.sql new file mode 100644 index 0000000000000000000000000000000000000000..b8209b41ab56bed80b05f7237d4cd7509f65a249 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_6169035aaf18c282.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_6169035aaf18c282 +-- problem_id: v2p_n3_967f12f23fa266cc +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("density" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +WHERE "sulphates" IS NOT NULL AND "sulphates" <> '' AND "density" IS NOT NULL AND "density" <> '' +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY CAST("sulphates" AS REAL); diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_61fd05ac797c80af.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_61fd05ac797c80af.sql new file mode 100644 index 0000000000000000000000000000000000000000..87c949fa852f64c9bb06f1794021a50698b551f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_61fd05ac797c80af.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_61fd05ac797c80af +-- problem_id: v2p_n3_343536d254130ab2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "chlorides", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "chlorides" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_6260160142fcc9b1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_6260160142fcc9b1.sql new file mode 100644 index 0000000000000000000000000000000000000000..9bb9a2fe58cb0b910c8d81a8dbec0c1a1765320a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_6260160142fcc9b1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_6260160142fcc9b1 +-- problem_id: v2p_n3_6f0d52af169dba8f +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", + AVG(CASE WHEN "quality" = '8' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_62f7b7c99204df76.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_62f7b7c99204df76.sql new file mode 100644 index 0000000000000000000000000000000000000000..da07cf2c1c3f6ec84f106692abfbad9f8d2714fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_62f7b7c99204df76.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_62f7b7c99204df76 +-- problem_id: v2p_n3_b673c124015fe8d9 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("density" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "quality" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_63736dbb5b7d8654.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_63736dbb5b7d8654.sql new file mode 100644 index 0000000000000000000000000000000000000000..1fa00375f46a31f073bc15095cbfc240ebc3a8c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_63736dbb5b7d8654.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_63736dbb5b7d8654 +-- problem_id: v2p_n3_e3b1b1d43f6cf1d9 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("sulphates" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY CAST("fixed acidity" AS REAL); diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_639da68b2f24b136.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_639da68b2f24b136.sql new file mode 100644 index 0000000000000000000000000000000000000000..0eae8a4e209ea5d8e440a90f93a05456ad8c3220 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_639da68b2f24b136.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_639da68b2f24b136 +-- problem_id: v2p_n3_0345d2ef254287d0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "free sulfur dioxide", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "free sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_63c5423a8c33717e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_63c5423a8c33717e.sql new file mode 100644 index 0000000000000000000000000000000000000000..e98112fbc2ddd895afd29f994b03b2c3c8a54479 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_63c5423a8c33717e.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_63c5423a8c33717e +-- problem_id: v2p_n3_f03807eb7d023c75 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "quality", + CAST("free sulfur dioxide" AS REAL) AS "measure_value" + FROM "n3" + WHERE "quality" = '6' + AND "free sulfur dioxide" IS NOT NULL +), +"ranked" AS ( + SELECT + "quality", + "measure_value", + ROW_NUMBER() OVER (PARTITION BY "quality" ORDER BY "measure_value") AS "rn", + COUNT(*) OVER (PARTITION BY "quality") AS "cnt" + FROM "filtered" +) +SELECT + "quality", + MIN("measure_value") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST(0.95 * "cnt" AS INT) + CASE WHEN 0.95 * "cnt" > CAST(0.95 * "cnt" AS INT) THEN 1 ELSE 0 END +GROUP BY "quality" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_643ca8ee29df86da.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_643ca8ee29df86da.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd1bcc52d1e8e6c179a28fa6b3dd12d0b15d4439 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_643ca8ee29df86da.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_643ca8ee29df86da +-- problem_id: v2p_n3_a67bc65fb3eb0f1b +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "sulphates" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_661c22045b13bcfa.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_661c22045b13bcfa.sql new file mode 100644 index 0000000000000000000000000000000000000000..e23c6c66c80a58bf0bb2ee3e2863d11eeede9806 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_661c22045b13bcfa.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n3_661c22045b13bcfa +-- problem_id: v2p_n3_9ccdd25011b1bae8 +-- realization_mode: agent +-- source_kind: agent +WITH "stats" AS ( + SELECT + AVG(CAST("residual sugar" AS REAL)) AS "mean_val", + SQRT( + AVG(CAST("residual sugar" AS REAL) * CAST("residual sugar" AS REAL)) + - AVG(CAST("residual sugar" AS REAL)) * AVG(CAST("residual sugar" AS REAL)) + ) AS "stddev_val" + FROM "n3" +), +"scored" AS ( + SELECT + "n3".*, + (CAST("n3"."residual sugar" AS REAL) - "stats"."mean_val") + / NULLIF("stats"."stddev_val", 0) AS "z_score" + FROM "n3" + CROSS JOIN "stats" +) +SELECT * +FROM "scored" +WHERE ABS("z_score") > 2.0 +ORDER BY CAST("residual sugar" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_664d5139ebfefc17.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_664d5139ebfefc17.sql new file mode 100644 index 0000000000000000000000000000000000000000..cdc8e2f7f543a2b03ea284dd91b5b848e193144b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_664d5139ebfefc17.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_664d5139ebfefc17 +-- problem_id: v2p_n3_51b59d135ca13c86 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("fixed acidity" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_68c5c527a7b90353.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_68c5c527a7b90353.sql new file mode 100644 index 0000000000000000000000000000000000000000..f9a82f0602950178676b58d4c75b774658cdf480 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_68c5c527a7b90353.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_68c5c527a7b90353 +-- problem_id: v2p_n3_77daea18b5fb63a4 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "quality", + CAST("citric acid" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("citric acid" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "quality") AS "cnt" + FROM "n3" + WHERE "quality" IS NOT NULL + AND "citric acid" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "quality", + "measure_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST(0.9 * "cnt" AS INT) + CASE WHEN 0.9 * "cnt" > CAST(0.9 * "cnt" AS INT) THEN 1 ELSE 0 END +) +SELECT + "quality", + "percentile_measure" +FROM "percentile_points" +WHERE "pick_rank" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_6a87ded0afdada38.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_6a87ded0afdada38.sql new file mode 100644 index 0000000000000000000000000000000000000000..83808248e56380eba138284027d3c3ae04ade32f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_6a87ded0afdada38.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n3_6a87ded0afdada38 +-- problem_id: v2p_n3_eb15554ab47e9cee +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("free sulfur dioxide" AS REAL) AS "free sulfur dioxide", + NTILE(10) OVER (ORDER BY CAST("free sulfur dioxide" AS REAL) DESC) AS tail_bucket + FROM "n3" +) +SELECT "free sulfur dioxide" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "free sulfur dioxide" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_6b9ff07d7c7a3cba.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_6b9ff07d7c7a3cba.sql new file mode 100644 index 0000000000000000000000000000000000000000..878c140a8ba3462c414ebb3560fc85a03a879ac3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_6b9ff07d7c7a3cba.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_6b9ff07d7c7a3cba +-- problem_id: v2p_n3_5c12db573933079a +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("density" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY "sulphates"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_6cd4044e511c3a83.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_6cd4044e511c3a83.sql new file mode 100644 index 0000000000000000000000000000000000000000..df3c2498571ee004d9bd025ef29f04fe8bdbfa2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_6cd4044e511c3a83.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_6cd4044e511c3a83 +-- problem_id: v2p_n3_cde2e4e8f2c2053b +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("free sulfur dioxide" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "fixed acidity" +HAVING SUM(CAST("free sulfur dioxide" AS REAL)) > 46.0 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_6f82f83f4905c681.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_6f82f83f4905c681.sql new file mode 100644 index 0000000000000000000000000000000000000000..f11898eb6c73083dc26e0dbeec43ae1c735dbc4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_6f82f83f4905c681.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_6f82f83f4905c681 +-- problem_id: v2p_n3_a45bc63763bab473 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '3' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_705f282716c04806.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_705f282716c04806.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce26a6fe9573c7457628e84c87a2a8f85f22a986 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_705f282716c04806.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_n3_705f282716c04806 +-- problem_id: v2p_n3_42a76519d1bbf932 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "quality" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "quality" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_718776e8690ab769.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_718776e8690ab769.sql new file mode 100644 index 0000000000000000000000000000000000000000..a702dbe0b36fd7569c00ea346027966f7e3e334c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_718776e8690ab769.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_718776e8690ab769 +-- problem_id: v2p_n3_5a2eb5deb1dd7b2a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pH", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "pH" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_721fdcd10874ee1b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_721fdcd10874ee1b.sql new file mode 100644 index 0000000000000000000000000000000000000000..f3f05a80a7bf8a24c6faef1cd6c5c35ff3417abd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_721fdcd10874ee1b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_721fdcd10874ee1b +-- problem_id: v2p_n3_3d1b33e2bf0cc87c +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("residual sugar" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY "quality"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_72ef3e3efaa987ae.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_72ef3e3efaa987ae.sql new file mode 100644 index 0000000000000000000000000000000000000000..90ce90fcb0399e710b65a4fca2216883cd902cb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_72ef3e3efaa987ae.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_72ef3e3efaa987ae +-- problem_id: v2p_n3_f3e380515c8df8b8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "volatile acidity", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "volatile acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_7391a661535c940c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_7391a661535c940c.sql new file mode 100644 index 0000000000000000000000000000000000000000..1200d935688f469a2fea84c9fe25424fb7bffef8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_7391a661535c940c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_7391a661535c940c +-- problem_id: v2p_n3_003787e0a5aeed8d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "volatile acidity", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "volatile acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_73c863a3a1ce8c3a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_73c863a3a1ce8c3a.sql new file mode 100644 index 0000000000000000000000000000000000000000..67f613f286df5f80a6773d69492f6efbf4f10333 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_73c863a3a1ce8c3a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_73c863a3a1ce8c3a +-- problem_id: v2p_n3_51a51f310e64fd29 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_7527f169431ba22b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_7527f169431ba22b.sql new file mode 100644 index 0000000000000000000000000000000000000000..a9976079564b7f658ec891721d38c57251db72e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_7527f169431ba22b.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_7527f169431ba22b +-- problem_id: v2p_n3_6638d5617b9741c8 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sulphates", + CAST("density" AS REAL) AS "density_val" + FROM "n3" + WHERE "quality" = '6' + AND "sulphates" IS NOT NULL + AND "density" IS NOT NULL +), +"ranked" AS ( + SELECT + "sulphates", + "density_val", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY "density_val" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "filtered" +) +SELECT + "sulphates", + "density_val" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((0.95 * "cnt") + 0.999999 AS INT) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_75d05da56a2c853a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_75d05da56a2c853a.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac247170f0155f6aa729c46422e58288ce1c989d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_75d05da56a2c853a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_75d05da56a2c853a +-- problem_id: v2p_n3_697ba4f4ae461e7a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("citric acid" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_76f36ed1a93a822e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_76f36ed1a93a822e.sql new file mode 100644 index 0000000000000000000000000000000000000000..5733785a8d84fccd18131e377bc803d904d0316f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_76f36ed1a93a822e.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n3_76f36ed1a93a822e +-- problem_id: v2p_n3_112ab1bfa5e07d3a +-- realization_mode: agent +-- source_kind: agent +WITH stats AS ( + SELECT + AVG(CAST("chlorides" AS REAL)) AS mean_val, + sqrt(AVG(CAST("chlorides" AS REAL) * CAST("chlorides" AS REAL)) - AVG(CAST("chlorides" AS REAL)) * AVG(CAST("chlorides" AS REAL))) AS stddev_val + FROM "n3" +), +scored AS ( + SELECT + "n3".*, + (CAST("chlorides" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score + FROM "n3" + CROSS JOIN stats +) +SELECT * +FROM scored +WHERE ABS(z_score) > 2.0 +ORDER BY CAST("chlorides" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_7746b9378d56df4f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_7746b9378d56df4f.sql new file mode 100644 index 0000000000000000000000000000000000000000..545ce44c3e624d74c4d98b4b9cfbb3a995f8656d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_7746b9378d56df4f.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_7746b9378d56df4f +-- problem_id: v2p_n3_cbc6708aa9d107d8 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", SUM(CAST("chlorides" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "quality" +HAVING SUM(CAST("chlorides" AS REAL)) > 0.047 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_7854c5ce5de8382f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_7854c5ce5de8382f.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b0d063bb1510a1b9cfae401eedd2f891d69161e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_7854c5ce5de8382f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_7854c5ce5de8382f +-- problem_id: v2p_n3_40236fe020129f8f +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '3' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_79bff8c8f055eb65.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_79bff8c8f055eb65.sql new file mode 100644 index 0000000000000000000000000000000000000000..ca4586e88c41e040e8fa4d2343eca2a88a36c030 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_79bff8c8f055eb65.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_79bff8c8f055eb65 +-- problem_id: v2p_n3_e1fdf7ad35f6ac61 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "density", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "density" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_7b5835b76b730d58.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_7b5835b76b730d58.sql new file mode 100644 index 0000000000000000000000000000000000000000..71d90759756bd7b7d75dfc20896569c87b8d1ecb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_7b5835b76b730d58.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n3_7b5835b76b730d58 +-- problem_id: v2p_n3_faa9e61209f22b3d +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS row_count +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_826e7e337e8443d7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_826e7e337e8443d7.sql new file mode 100644 index 0000000000000000000000000000000000000000..f388464360aec895e530093c227c19be60dbcada --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_826e7e337e8443d7.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_826e7e337e8443d7 +-- problem_id: v2p_n3_7fa2f77106a1f622 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("citric acid" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY "sulphates"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_83d26cfa22da2acf.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_83d26cfa22da2acf.sql new file mode 100644 index 0000000000000000000000000000000000000000..58d8e942dccfc4771b1c859bf7df5c646acac1a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_83d26cfa22da2acf.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_83d26cfa22da2acf +-- problem_id: v2p_n3_839a1a27306e1de8 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sulphates", + CAST("volatile acidity" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY CAST("volatile acidity" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "sulphates") AS "cnt" + FROM "n3" + WHERE "sulphates" IS NOT NULL + AND "volatile acidity" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "sulphates", + "measure_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +) +SELECT + "sulphates", + "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_858023827a4c6faa.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_858023827a4c6faa.sql new file mode 100644 index 0000000000000000000000000000000000000000..0841e7d64ba2396bd94871d1337784dfdd1c01fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_858023827a4c6faa.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_858023827a4c6faa +-- problem_id: v2p_n3_3e8747e422388398 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("residual sugar" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "sulphates" +HAVING SUM(CAST("residual sugar" AS REAL)) > 9.9 +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_85d456629edf8323.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_85d456629edf8323.sql new file mode 100644 index 0000000000000000000000000000000000000000..90597fce3baee0a21f3ff9335829dab2acaf8b4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_85d456629edf8323.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_85d456629edf8323 +-- problem_id: v2p_n3_183858bc19dc4763 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", AVG(CAST("residual sugar" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_8721b61f0eb5682e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_8721b61f0eb5682e.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b2f43848b1c837a4730781cd74d4cd266be84a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_8721b61f0eb5682e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_8721b61f0eb5682e +-- problem_id: v2p_n3_adc499e7830fe9e9 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", AVG(CAST("volatile acidity" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_88b560c0a7f86742.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_88b560c0a7f86742.sql new file mode 100644 index 0000000000000000000000000000000000000000..2ff1bd69301d55887ef925e0e8673f352ff1af0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_88b560c0a7f86742.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_88b560c0a7f86742 +-- problem_id: v2p_n3_2b63a9ab07d9f0f0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "density", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "density" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_8a3e619fa2157b0e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_8a3e619fa2157b0e.sql new file mode 100644 index 0000000000000000000000000000000000000000..bffe5418622c671cb2e32c3c0c7d319784d69bcc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_8a3e619fa2157b0e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_8a3e619fa2157b0e +-- problem_id: v2p_n3_d02f0ff162e654ff +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "chlorides", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "chlorides" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_8b3b2fa50055c9c3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_8b3b2fa50055c9c3.sql new file mode 100644 index 0000000000000000000000000000000000000000..dcd8d180054d56bb62b9b53b56cf5939ab39b813 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_8b3b2fa50055c9c3.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_8b3b2fa50055c9c3 +-- problem_id: v2p_n3_7e95ac96029cee96 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("pH" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_8d5147a31de1112b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_8d5147a31de1112b.sql new file mode 100644 index 0000000000000000000000000000000000000000..990ff4cdcb804d7abae556607fefb283592e3118 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_8d5147a31de1112b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_8d5147a31de1112b +-- problem_id: v2p_n3_0866652222a91652 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "volatile acidity", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "volatile acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_8df91c80964443c1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_8df91c80964443c1.sql new file mode 100644 index 0000000000000000000000000000000000000000..d1691ffad0f084653b3a182f4530aab04e2c77b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_8df91c80964443c1.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n3_8df91c80964443c1 +-- problem_id: v2p_n3_a565e95f4ca2a7ef +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "fixed acidity" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "fixed acidity" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_8f442873618f3664.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_8f442873618f3664.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec874edda6325f74a60276cb9d45630cd5658bb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_8f442873618f3664.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_8f442873618f3664 +-- problem_id: v2p_n3_3d192656c7b12e73 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", AVG(CAST("pH" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_9014c686ac36a305.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_9014c686ac36a305.sql new file mode 100644 index 0000000000000000000000000000000000000000..431b97df175f230d4217cc0a21b9a1985f869a58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_9014c686ac36a305.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_9014c686ac36a305 +-- problem_id: v2p_n3_d3b254de574df49e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "sulphates", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_9045a49dc839b1f7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_9045a49dc839b1f7.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6a9fd5630e58cd6053f7bbdf7fbec16410e3ab7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_9045a49dc839b1f7.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_9045a49dc839b1f7 +-- problem_id: v2p_n3_5ec771cebbd1f723 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", SUM(CAST("chlorides" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "quality" +HAVING SUM(CAST("chlorides" AS REAL)) > 0.05 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_909284dd637020cf.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_909284dd637020cf.sql new file mode 100644 index 0000000000000000000000000000000000000000..215229ad0187d3cb28ec59d93f3862a2dcf3f4cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_909284dd637020cf.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_909284dd637020cf +-- problem_id: v2p_n3_01d02d56d2f78392 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "density", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "density" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_923a52f7e444ca0f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_923a52f7e444ca0f.sql new file mode 100644 index 0000000000000000000000000000000000000000..3bfbd1bce9a06c27888ab18472eb365582fa39fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_923a52f7e444ca0f.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_923a52f7e444ca0f +-- problem_id: v2p_n3_aaed328938de816a +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", AVG(CAST("alcohol" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_9434c2ec12bc2f50.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_9434c2ec12bc2f50.sql new file mode 100644 index 0000000000000000000000000000000000000000..c4352a2b38267556b036a606f0894be3940c5836 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_9434c2ec12bc2f50.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_9434c2ec12bc2f50 +-- problem_id: v2p_n3_7a7772847a78796c +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("fixed acidity" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "sulphates" +HAVING SUM(CAST("fixed acidity" AS REAL)) > 7.3 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_94605a007e8a68f6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_94605a007e8a68f6.sql new file mode 100644 index 0000000000000000000000000000000000000000..16513d1c86d8ae697f82d634cb78c17af6c06bf6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_94605a007e8a68f6.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_94605a007e8a68f6 +-- problem_id: v2p_n3_9f7ae4d26ade912d +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '3' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_97d27485e77ea1f9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_97d27485e77ea1f9.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b9729ab04edf1b2573bb3621d5a21af25300df2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_97d27485e77ea1f9.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_97d27485e77ea1f9 +-- problem_id: v2p_n3_48016c08989c8c6a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("pH" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_9a78d77a08ace574.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_9a78d77a08ace574.sql new file mode 100644 index 0000000000000000000000000000000000000000..709791a850f8ca972abc162769539023b600e8ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_9a78d77a08ace574.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_9a78d77a08ace574 +-- problem_id: v2p_n3_9f632e24ced50238 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("total sulfur dioxide" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "sulphates" +HAVING SUM(CAST("total sulfur dioxide" AS REAL)) > 167.0 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_9d74f28ad30eb2df.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_9d74f28ad30eb2df.sql new file mode 100644 index 0000000000000000000000000000000000000000..3e012f56f65ac435e87e6ea7bfee10cfef1510a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_9d74f28ad30eb2df.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_9d74f28ad30eb2df +-- problem_id: v2p_n3_805bea969e352f0a +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sulphates", + CAST("alcohol" AS REAL) AS "alcohol_value" + FROM "n3" + WHERE "quality" = '6' + AND "sulphates" IS NOT NULL + AND "alcohol" IS NOT NULL +), +"ranked" AS ( + SELECT + "sulphates", + "alcohol_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY "alcohol_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "filtered" +) +SELECT + "sulphates", + "alcohol_value" AS "conditional_percentile" +FROM "ranked" +WHERE "cnt" >= 5 + AND "rn" = CAST((0.9 * "cnt") + 0.999999 AS INT) +ORDER BY "conditional_percentile" DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_9e3ac97041118b81.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_9e3ac97041118b81.sql new file mode 100644 index 0000000000000000000000000000000000000000..7443005d204c68909f687f174f00d44b3a1443f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_9e3ac97041118b81.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_9e3ac97041118b81 +-- problem_id: v2p_n3_fb4648b2198aa438 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "density", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "density" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_9fcbc9439bcc952e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_9fcbc9439bcc952e.sql new file mode 100644 index 0000000000000000000000000000000000000000..245a9ed5c7da1fa2263cb60f396f3e6622f0a842 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_9fcbc9439bcc952e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n3_9fcbc9439bcc952e +-- problem_id: v2p_n3_88a006162d6987d0 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", COUNT(*) AS row_count +FROM "n3" +GROUP BY "quality" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_a3a54fd675f37815.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_a3a54fd675f37815.sql new file mode 100644 index 0000000000000000000000000000000000000000..1282434d7b8136442575f53b4247ee197f456bd2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_a3a54fd675f37815.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_a3a54fd675f37815 +-- problem_id: v2p_n3_d1d488d4ae125e04 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", AVG(CAST("citric acid" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_a3ee2853fab1e483.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_a3ee2853fab1e483.sql new file mode 100644 index 0000000000000000000000000000000000000000..4ec86790df88e8702c1a3ff67dd010b89f35061b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_a3ee2853fab1e483.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n3_a3ee2853fab1e483 +-- problem_id: v2p_n3_42ec790409c23434 +-- realization_mode: agent +-- source_kind: agent +WITH "stats" AS ( + SELECT + AVG(CAST("free sulfur dioxide" AS REAL)) AS "mean_val", + AVG(CAST("free sulfur dioxide" AS REAL) * CAST("free sulfur dioxide" AS REAL)) - + AVG(CAST("free sulfur dioxide" AS REAL)) * AVG(CAST("free sulfur dioxide" AS REAL)) AS "var_val" + FROM "n3" +), +"scored" AS ( + SELECT + "n3".*, + CASE + WHEN "stats"."var_val" > 0 THEN + (CAST("n3"."free sulfur dioxide" AS REAL) - "stats"."mean_val") / + SQRT("stats"."var_val") + ELSE NULL + END AS "z_score" + FROM "n3" + CROSS JOIN "stats" +) +SELECT * +FROM "scored" +WHERE ABS("z_score") > 2.0 +ORDER BY CAST("free sulfur dioxide" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_a65a79a961de5f04.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_a65a79a961de5f04.sql new file mode 100644 index 0000000000000000000000000000000000000000..a390904a415500407e60dbeb7f82e77ca1fde705 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_a65a79a961de5f04.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n3_a65a79a961de5f04 +-- problem_id: v2p_n3_a0a4131e746a8ced +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", COUNT(*) AS row_count +FROM "n3" +GROUP BY "quality" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_a7a6e55b9632c6f4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_a7a6e55b9632c6f4.sql new file mode 100644 index 0000000000000000000000000000000000000000..e173a8627bc97cdc211b9aabce8da2827f6acd60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_a7a6e55b9632c6f4.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_a7a6e55b9632c6f4 +-- problem_id: v2p_n3_b9ce978c8a59c31d +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("sulphates" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "sulphates" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_a8aced0646a4d1c9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_a8aced0646a4d1c9.sql new file mode 100644 index 0000000000000000000000000000000000000000..0096223551a1db034f4b78ddfbdeb251b6de9a2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_a8aced0646a4d1c9.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_a8aced0646a4d1c9 +-- problem_id: v2p_n3_05f2a55ad6715965 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "sulphates" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_a969bedb61a82b8e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_a969bedb61a82b8e.sql new file mode 100644 index 0000000000000000000000000000000000000000..920f70c220f70e77fe34d77704b22c321b8b7b32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_a969bedb61a82b8e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_a969bedb61a82b8e +-- problem_id: v2p_n3_ad81ccf52d6a2e3b +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_aa2301d7ffd4830a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_aa2301d7ffd4830a.sql new file mode 100644 index 0000000000000000000000000000000000000000..34098036d3b61f64e397191e0e5314c885560236 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_aa2301d7ffd4830a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n3_aa2301d7ffd4830a +-- problem_id: v2p_n3_e60403dbe039a08c +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS row_count +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_aa70756e69fc8c03.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_aa70756e69fc8c03.sql new file mode 100644 index 0000000000000000000000000000000000000000..e9341c8d4d51abb13d14bed805220a3d09c91938 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_aa70756e69fc8c03.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_aa70756e69fc8c03 +-- problem_id: v2p_n3_4219d9e486b1de43 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pH", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "pH" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_acc895c4bfd7ceed.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_acc895c4bfd7ceed.sql new file mode 100644 index 0000000000000000000000000000000000000000..a5b6c93a68f0e0d6fc859a3f63981fa9f1464746 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_acc895c4bfd7ceed.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_acc895c4bfd7ceed +-- problem_id: v2p_n3_5f3f8c26ae2a853e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pH", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "pH" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_ae292dcb000105c0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_ae292dcb000105c0.sql new file mode 100644 index 0000000000000000000000000000000000000000..03522e7694add361db1dd7cd0955c559c23013a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_ae292dcb000105c0.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_ae292dcb000105c0 +-- problem_id: v2p_n3_dcddcc48dd9efb4b +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "fixed acidity" AS "group_col", + CAST("sulphates" AS REAL) AS "measure_col" + FROM "n3" + WHERE "quality" = '6' + AND "fixed acidity" IS NOT NULL + AND "sulphates" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER ( + PARTITION BY "group_col" + ORDER BY "measure_col" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "group_col" + ) AS "cnt" + FROM "filtered" +) +SELECT + "group_col" AS "fixed acidity", + MIN("measure_col") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST(((95 * "cnt") + 99) / 100 AS INT) +GROUP BY "group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_aea4d53d1e8edc4e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_aea4d53d1e8edc4e.sql new file mode 100644 index 0000000000000000000000000000000000000000..9867c94b38d089a5fef002621b91fc7bab84f518 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_aea4d53d1e8edc4e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_aea4d53d1e8edc4e +-- problem_id: v2p_n3_839e96acba757713 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "sulphates" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b1794cd0d20d526f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b1794cd0d20d526f.sql new file mode 100644 index 0000000000000000000000000000000000000000..200fd7c1a77e3d8cfd8e18dec951464ff0cd851d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b1794cd0d20d526f.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_b1794cd0d20d526f +-- problem_id: v2p_n3_37de3ec3ef23a5f3 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("total sulfur dioxide" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "sulphates" +HAVING SUM(CAST("total sulfur dioxide" AS REAL)) > 155.0 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b22ceaca84c1246d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b22ceaca84c1246d.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a259cc08ac7bf04bc51ae0b37e37234645f8f26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b22ceaca84c1246d.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_b22ceaca84c1246d +-- problem_id: v2p_n3_f9ecba43ab63969e +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("citric acid" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "fixed acidity" +HAVING SUM(CAST("citric acid" AS REAL)) > 0.36 +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b3ee9f24ffc3b996.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b3ee9f24ffc3b996.sql new file mode 100644 index 0000000000000000000000000000000000000000..7fe5dae183651b04ee15b298d5a2ad7f39bfa1be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b3ee9f24ffc3b996.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_b3ee9f24ffc3b996 +-- problem_id: v2p_n3_f34155e62da80c59 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("fixed acidity" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b444a5cca1f4dde4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b444a5cca1f4dde4.sql new file mode 100644 index 0000000000000000000000000000000000000000..c4be766d0baf2dc21dc1b0fc552c0613b1038ce4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b444a5cca1f4dde4.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_b444a5cca1f4dde4 +-- problem_id: v2p_n3_a0fc3a2d52b27b60 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "quality", + CAST("pH" AS REAL) AS "measure" + FROM "n3" + WHERE "quality" = '6' + AND "pH" IS NOT NULL +), +"ranked" AS ( + SELECT + "quality", + "measure", + ROW_NUMBER() OVER (PARTITION BY "quality" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "quality") AS "cnt" + FROM "filtered" +), +"percentiles" AS ( + SELECT + "quality", + MIN("measure") AS "conditional_percentile" + FROM "ranked" + WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999 AS INT) + GROUP BY "quality" +) +SELECT + q."quality", + p."conditional_percentile" +FROM ( + SELECT DISTINCT "quality" + FROM "n3" +) AS q +LEFT JOIN "percentiles" AS p + ON q."quality" = p."quality" +ORDER BY p."conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b56e9824c64ef196.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b56e9824c64ef196.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f391e35a7cd31c7a7272549783ef93461637ae1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b56e9824c64ef196.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_n3_b56e9824c64ef196 +-- problem_id: v2p_n3_6929d784dee0002a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "fixed acidity" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "fixed acidity" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b6721af9e7c99ce3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b6721af9e7c99ce3.sql new file mode 100644 index 0000000000000000000000000000000000000000..fc954225f24ce3bb20cf156c5ceb7d8f0ce52a91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b6721af9e7c99ce3.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_b6721af9e7c99ce3 +-- problem_id: v2p_n3_6afbf5bc7574b9e2 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("alcohol" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "quality" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b6f919ffbde1b95c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b6f919ffbde1b95c.sql new file mode 100644 index 0000000000000000000000000000000000000000..8a1cd56847181de6db19bbdd45e4b1363e636258 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b6f919ffbde1b95c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_b6f919ffbde1b95c +-- problem_id: v2p_n3_9afffafa83e000e1 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("residual sugar" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY CAST("quality" AS REAL); diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b7080678365f4577.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b7080678365f4577.sql new file mode 100644 index 0000000000000000000000000000000000000000..f0b3988031b512d3f6da31450cef1e5c8d831324 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b7080678365f4577.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_b7080678365f4577 +-- problem_id: v2p_n3_0f43f4d7759b1656 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "total sulfur dioxide", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "total sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b858cdf52caf8100.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b858cdf52caf8100.sql new file mode 100644 index 0000000000000000000000000000000000000000..9bfc0089d3370fc12c835772b67dbc5db460a25b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b858cdf52caf8100.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_b858cdf52caf8100 +-- problem_id: v2p_n3_291531d8bd813847 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", AVG(CAST("density" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b9bd8cf7fd0fc6af.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b9bd8cf7fd0fc6af.sql new file mode 100644 index 0000000000000000000000000000000000000000..85a5e3412eee3b97ce223a9c8719cb4291fde4d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_b9bd8cf7fd0fc6af.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_b9bd8cf7fd0fc6af +-- problem_id: v2p_n3_9feb120b16a89160 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "chlorides", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "chlorides" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_ba5803beb3be5d69.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_ba5803beb3be5d69.sql new file mode 100644 index 0000000000000000000000000000000000000000..c66446e73bbfebe158b8302771dfdf3b5e5913e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_ba5803beb3be5d69.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_ba5803beb3be5d69 +-- problem_id: v2p_n3_77368c2ed15af1c1 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '9' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_ba834cae270be8e2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_ba834cae270be8e2.sql new file mode 100644 index 0000000000000000000000000000000000000000..1ed1da499461727de4c127ea351b59dae42fde01 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_ba834cae270be8e2.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_ba834cae270be8e2 +-- problem_id: v2p_n3_24919b56effc8bc9 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("total sulfur dioxide" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY CAST("fixed acidity" AS REAL); diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_bdc4eb8fce46f803.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_bdc4eb8fce46f803.sql new file mode 100644 index 0000000000000000000000000000000000000000..431cf8b5a4c99fcdf9205b82d7ccf886ee15c423 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_bdc4eb8fce46f803.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_bdc4eb8fce46f803 +-- problem_id: v2p_n3_75f1a4d08ba8bbae +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("alcohol" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY "sulphates"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_bfc93360fb10d180.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_bfc93360fb10d180.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a0e4c3c676db203103a3aac7835c27f0750d0fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_bfc93360fb10d180.sql @@ -0,0 +1,72 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_bfc93360fb10d180 +-- problem_id: v2p_n3_d02afc4c8269cc9d +-- realization_mode: agent +-- source_kind: agent +WITH filtered AS ( + SELECT + "fixed acidity" AS group_col, + CAST("residual sugar" AS REAL) AS measure + FROM "n3" + WHERE "quality" = '5' + AND "fixed acidity" IS NOT NULL + AND "residual sugar" IS NOT NULL +), +ranked AS ( + SELECT + group_col, + measure, + ROW_NUMBER() OVER (PARTITION BY group_col ORDER BY measure) AS rn, + COUNT(*) OVER (PARTITION BY group_col) AS cnt + FROM filtered +), +positions AS ( + SELECT DISTINCT + group_col, + cnt, + 1.0 + (0.9 * (cnt - 1)) AS pos + FROM ranked + WHERE cnt >= 5 +), +bounds AS ( + SELECT + group_col, + cnt, + pos, + CAST(pos AS INT) AS lower_rn, + CASE + WHEN ABS(pos - CAST(pos AS INT)) < 1e-12 THEN CAST(pos AS INT) + ELSE CAST(pos AS INT) + 1 + END AS upper_rn + FROM positions +), +picked AS ( + SELECT + b.group_col, + b.pos, + b.lower_rn, + b.upper_rn, + MAX(CASE WHEN r.rn = b.lower_rn THEN r.measure END) AS lower_measure, + MAX(CASE WHEN r.rn = b.upper_rn THEN r.measure END) AS upper_measure + FROM bounds b + JOIN ranked r + ON r.group_col = b.group_col + GROUP BY b.group_col, b.pos, b.lower_rn, b.upper_rn +) +SELECT + group_col AS "fixed acidity", + CASE + WHEN lower_rn = upper_rn THEN lower_measure + ELSE lower_measure + ((pos - lower_rn) * (upper_measure - lower_measure)) + END AS conditional_percentile +FROM picked +ORDER BY conditional_percentile DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c09e9571fa5d0f50.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c09e9571fa5d0f50.sql new file mode 100644 index 0000000000000000000000000000000000000000..461bc473145cfd25e8a5e420bed33509164d1b48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c09e9571fa5d0f50.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_c09e9571fa5d0f50 +-- problem_id: v2p_n3_0c3c47192311fe6e +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("pH" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY CAST("quality" AS REAL); diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c14869da3677e385.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c14869da3677e385.sql new file mode 100644 index 0000000000000000000000000000000000000000..0285ee0ec5dd9e4ffe3b1d84471ee9a3b5947ade --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c14869da3677e385.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_c14869da3677e385 +-- problem_id: v2p_n3_1b174cff9f90598d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "residual sugar", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "residual sugar" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c1f2d0c1409cce41.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c1f2d0c1409cce41.sql new file mode 100644 index 0000000000000000000000000000000000000000..2aa929803f3822c85707921edfb4bdfd8b4cd7e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c1f2d0c1409cce41.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_c1f2d0c1409cce41 +-- problem_id: v2p_n3_d4eba8fbb31baedc +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("density" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "quality" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c1fc716bd06b3684.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c1fc716bd06b3684.sql new file mode 100644 index 0000000000000000000000000000000000000000..132c863b67f2b4b0814ad61163d657664e4044e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c1fc716bd06b3684.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_c1fc716bd06b3684 +-- problem_id: v2p_n3_9f9c9b8a88b6cd6c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "alcohol", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "alcohol" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c25e01f088d93190.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c25e01f088d93190.sql new file mode 100644 index 0000000000000000000000000000000000000000..2ac3e6253b714478d2f7037f8a9dbccca53af982 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c25e01f088d93190.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_c25e01f088d93190 +-- problem_id: v2p_n3_d98deb8f7a4fff1c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "quality", + CAST("alcohol" AS REAL) AS "alcohol_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("alcohol" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "quality" + ) AS "cnt" + FROM "n3" + WHERE "quality" IS NOT NULL + AND "alcohol" IS NOT NULL +), +"picked" AS ( + SELECT + "quality", + "alcohol_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY "rn" + ) AS "pick_order" + FROM "ranked" + WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "quality", + "percentile_measure" +FROM "picked" +WHERE "pick_order" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c2839ce6b770cc74.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c2839ce6b770cc74.sql new file mode 100644 index 0000000000000000000000000000000000000000..262254776f2d601ac501ebfa00dcadb019119ca7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c2839ce6b770cc74.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_c2839ce6b770cc74 +-- problem_id: v2p_n3_d72172cf9407f379 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "alcohol", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "alcohol" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c2cfd814ab74aa57.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c2cfd814ab74aa57.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d75c9fa12a2bd1cfd7dc9aee40f40a3b549835c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c2cfd814ab74aa57.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_c2cfd814ab74aa57 +-- problem_id: v2p_n3_459e9c0342f2f2ca +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '3' THEN 1 ELSE 0 END) AS "target_rate" +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c4e5b42514c3f23d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c4e5b42514c3f23d.sql new file mode 100644 index 0000000000000000000000000000000000000000..beb783aca556a33cc0c287fa76f11b22b74a201e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c4e5b42514c3f23d.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_c4e5b42514c3f23d +-- problem_id: v2p_n3_8644115e96da44dc +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("citric acid" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c71c5d6b4e159504.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c71c5d6b4e159504.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb671ee0c7bae0807eec908ac29fea50865cff1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c71c5d6b4e159504.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_c71c5d6b4e159504 +-- problem_id: v2p_n3_0523a075c578683f +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("fixed acidity" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY "quality"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c77249ec2d4c056b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c77249ec2d4c056b.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e4d4dfe0bb6737a9fe54503e6789d8f4714c49d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c77249ec2d4c056b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_c77249ec2d4c056b +-- problem_id: v2p_n3_598f696e54f49dba +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY target_rate DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c7a89666282134d1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c7a89666282134d1.sql new file mode 100644 index 0000000000000000000000000000000000000000..d615a12fa7ba3f05454441c4635d57a72a9d9d92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c7a89666282134d1.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_c7a89666282134d1 +-- problem_id: v2p_n3_df5c6d27a821ecb9 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("total sulfur dioxide" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "sulphates" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c825afc464d1c5ce.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c825afc464d1c5ce.sql new file mode 100644 index 0000000000000000000000000000000000000000..0791d3d73be1ff836a9b1282ec4b4f3d86b216f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c825afc464d1c5ce.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_c825afc464d1c5ce +-- problem_id: v2p_n3_e58748b8f997e48d +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '4' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c98100c62c6ee785.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c98100c62c6ee785.sql new file mode 100644 index 0000000000000000000000000000000000000000..e87981a93e6303e8fe3f1906507e2528cdaf7439 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_c98100c62c6ee785.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_c98100c62c6ee785 +-- problem_id: v2p_n3_5d82638a5cd17699 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + CAST("fixed acidity" AS REAL) AS percentile_measure +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_cb453f296fd91d12.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_cb453f296fd91d12.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c308bd31813b10893b1d9b1720ba48c673243df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_cb453f296fd91d12.sql @@ -0,0 +1,63 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_cb453f296fd91d12 +-- problem_id: v2p_n3_fbbcfbe5b46d56a4 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "fixed acidity" AS "group_col", + CAST("sulphates" AS REAL) AS "measure" + FROM "n3" + WHERE "quality" = '5' + AND "fixed acidity" IS NOT NULL + AND "sulphates" IS NOT NULL +), +"ordered" AS ( + SELECT + "group_col", + "measure", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"targets" AS ( + SELECT DISTINCT + "group_col", + (("cnt" - 1) * 0.9 + 1.0) AS "target_pos", + CAST((("cnt" - 1) * 0.9 + 1.0) AS INT) AS "lower_rn", + CASE + WHEN CAST((("cnt" - 1) * 0.9 + 1.0) AS INT) = (("cnt" - 1) * 0.9 + 1.0) + THEN CAST((("cnt" - 1) * 0.9 + 1.0) AS INT) + ELSE CAST((("cnt" - 1) * 0.9 + 1.0) AS INT) + 1 + END AS "upper_rn" + FROM "ordered" +), +"bounds" AS ( + SELECT + t."group_col", + t."target_pos", + MAX(CASE WHEN o."rn" = t."lower_rn" THEN o."measure" END) AS "lower_val", + MAX(CASE WHEN o."rn" = t."upper_rn" THEN o."measure" END) AS "upper_val" + FROM "targets" t + JOIN "ordered" o + ON o."group_col" = t."group_col" + GROUP BY t."group_col", t."target_pos" +) +SELECT + "group_col" AS "fixed acidity", + CASE + WHEN "lower_val" IS NULL THEN NULL + WHEN "upper_val" IS NULL THEN "lower_val" + WHEN "target_pos" = CAST("target_pos" AS INT) THEN "lower_val" + ELSE "lower_val" + ("target_pos" - CAST("target_pos" AS INT)) * ("upper_val" - "lower_val") + END AS "conditional_percentile" +FROM "bounds" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_cd854771f2b89113.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_cd854771f2b89113.sql new file mode 100644 index 0000000000000000000000000000000000000000..f805fcfc2aaf348d320b6e0045f97ba73d518164 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_cd854771f2b89113.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_cd854771f2b89113 +-- problem_id: v2p_n3_9f61a71b2d69a349 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "free sulfur dioxide", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "free sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_cf468a104955acb3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_cf468a104955acb3.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8b8e6481fb2d8118f796171bcda12f37ad413fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_cf468a104955acb3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_cf468a104955acb3 +-- problem_id: v2p_n3_7865357df0582dac +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_d0026c8e16f56225.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_d0026c8e16f56225.sql new file mode 100644 index 0000000000000000000000000000000000000000..0446a5555c91f80e2dfdad8c4f4cf581874e9fda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_d0026c8e16f56225.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_d0026c8e16f56225 +-- problem_id: v2p_n3_1d92964a0db61d4d +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sulphates", + CAST("volatile acidity" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY CAST("volatile acidity" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "n3" + WHERE "sulphates" IS NOT NULL + AND "volatile acidity" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "sulphates", + "measure_value", + "rn", + "cnt", + CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "sulphates", + "measure_value" AS "percentile_measure" +FROM "percentile_pick" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_d27ac0c1cccc2bb6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_d27ac0c1cccc2bb6.sql new file mode 100644 index 0000000000000000000000000000000000000000..20cf2a237b05fdd19aa42895e81d86a461cb91d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_d27ac0c1cccc2bb6.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_d27ac0c1cccc2bb6 +-- problem_id: v2p_n3_4f3cbf9bedcb8f4e +-- realization_mode: agent +-- source_kind: agent +SELECT + "fixed acidity", + AVG(CAST("volatile acidity" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "n3" +WHERE "fixed acidity" IS NOT NULL + AND "volatile acidity" IS NOT NULL +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY CAST("fixed acidity" AS REAL); diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_d362d0bcf15e2a15.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_d362d0bcf15e2a15.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a38bc58bd22d9e87cbda9598acc9edfdc004678 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_d362d0bcf15e2a15.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n3_d362d0bcf15e2a15 +-- problem_id: v2p_n3_348e1db768b9650f +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "citric acid", + NTILE(10) OVER (ORDER BY CAST("citric acid" AS REAL) DESC) AS tail_bucket + FROM "n3" +) +SELECT "citric acid" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("citric acid" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_d37583340514553c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_d37583340514553c.sql new file mode 100644 index 0000000000000000000000000000000000000000..edeeb7b42c21eee7eb0690bc79970ea53bc615b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_d37583340514553c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_d37583340514553c +-- problem_id: v2p_n3_79d3286fba017cfb +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "sulphates", + AVG(CAST("sulphates" AS REAL)) OVER (PARTITION BY "sulphates") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_d529aa7691766f75.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_d529aa7691766f75.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c0a98e70d9c828bd541d151f5a4694722f2995b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_d529aa7691766f75.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_d529aa7691766f75 +-- problem_id: v2p_n3_2e9ce7732d5e09f0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "sulphates", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_d5b323b8393b9e2e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_d5b323b8393b9e2e.sql new file mode 100644 index 0000000000000000000000000000000000000000..c8be48ebcb22b353a275d09ea0e6c7529b4019b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_d5b323b8393b9e2e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_d5b323b8393b9e2e +-- problem_id: v2p_n3_05ae254f4a676ba6 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "quality" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_d9ae85a37fa79798.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_d9ae85a37fa79798.sql new file mode 100644 index 0000000000000000000000000000000000000000..b4dde12ada9ddce4c947d64dcd4ad2b5408c152c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_d9ae85a37fa79798.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_d9ae85a37fa79798 +-- problem_id: v2p_n3_b5613f313898c728 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "free sulfur dioxide", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "free sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_dacc21d0afd9afbd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_dacc21d0afd9afbd.sql new file mode 100644 index 0000000000000000000000000000000000000000..8bc796ff01ae2f33e16ad0057c40d2f3ef61a2d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_dacc21d0afd9afbd.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_dacc21d0afd9afbd +-- problem_id: v2p_n3_ac712da8cfcd5600 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", + CAST("sulphates" AS REAL) AS percentile_measure +FROM "n3" +WHERE "sulphates" IS NOT NULL +GROUP BY "sulphates" +HAVING COUNT(*) >= 5 +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_dda2b3aba64be4f9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_dda2b3aba64be4f9.sql new file mode 100644 index 0000000000000000000000000000000000000000..0c8127e83bdc77bc2b94634cb759355821856ca0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_dda2b3aba64be4f9.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_dda2b3aba64be4f9 +-- problem_id: v2p_n3_996d0b7edd4dee4e +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_deb1b01c986dc144.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_deb1b01c986dc144.sql new file mode 100644 index 0000000000000000000000000000000000000000..55ed07045d049f9ba1f1572965aae0f413bbef4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_deb1b01c986dc144.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_deb1b01c986dc144 +-- problem_id: v2p_n3_4d991f250eaf6329 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("citric acid" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "fixed acidity" +HAVING SUM(CAST("citric acid" AS REAL)) > 0.39 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_dfbd393539faa59d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_dfbd393539faa59d.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe3246481368d4e248321d3d54a14820af06faf6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_dfbd393539faa59d.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_dfbd393539faa59d +-- problem_id: v2p_n3_ce4fb477404b19c1 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("free sulfur dioxide" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_e0941bfe73dd2cbe.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_e0941bfe73dd2cbe.sql new file mode 100644 index 0000000000000000000000000000000000000000..93e4148a8c02c43b514779dbaff85ffd968b64e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_e0941bfe73dd2cbe.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_e0941bfe73dd2cbe +-- problem_id: v2p_n3_2bb445bc866fe273 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_e40cbb47f77be450.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_e40cbb47f77be450.sql new file mode 100644 index 0000000000000000000000000000000000000000..2951b4d2a4e4518797b30dc12937956f833efee9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_e40cbb47f77be450.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_e40cbb47f77be450 +-- problem_id: v2p_n3_11f3a6ed01eb1bc4 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT + "quality", + CAST("citric acid" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("citric acid" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "quality" + ) AS "cnt" + FROM "n3" + WHERE "quality" IS NOT NULL + AND "citric acid" IS NOT NULL +), percentile_pick AS ( + SELECT + "quality", + "measure_value", + "rn", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM ranked +) +SELECT + "quality", + "measure_value" AS "percentile_measure" +FROM percentile_pick +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_e4c8b6fd61770771.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_e4c8b6fd61770771.sql new file mode 100644 index 0000000000000000000000000000000000000000..78a17da688306d9ea0cfeb47c5dda5ddeba7747f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_e4c8b6fd61770771.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_n3_e4c8b6fd61770771 +-- problem_id: v2p_n3_fe976d483bbf1b11 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", AVG(CAST("density" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_e503478d11d8ec27.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_e503478d11d8ec27.sql new file mode 100644 index 0000000000000000000000000000000000000000..d44115de2fabdf9b014bfe24afe74c1f1170d6a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_e503478d11d8ec27.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_e503478d11d8ec27 +-- problem_id: v2p_n3_2f3d55c5bebb2852 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_e5de2bf0e89c3093.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_e5de2bf0e89c3093.sql new file mode 100644 index 0000000000000000000000000000000000000000..07f0ac78ef145372f9c48dd8ba53e8c1169e3a6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_e5de2bf0e89c3093.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_e5de2bf0e89c3093 +-- problem_id: v2p_n3_a591f66cf17d9655 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "alcohol", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "alcohol" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_e63eb206615891c9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_e63eb206615891c9.sql new file mode 100644 index 0000000000000000000000000000000000000000..044b462a99013ad09cc7383177202b0ebf9cef44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_e63eb206615891c9.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_e63eb206615891c9 +-- problem_id: v2p_n3_0502627b4c3e0b39 +-- realization_mode: agent +-- source_kind: agent +WITH "all_groups" AS ( + SELECT DISTINCT + "sulphates" + FROM "n3" +), +"ranked_filtered" AS ( + SELECT + "sulphates", + CAST("density" AS REAL) AS "density_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY CAST("density" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "n3" + WHERE "quality" = '5' +), +"picked" AS ( + SELECT + "sulphates", + "density_value" AS "conditional_percentile" + FROM "ranked_filtered" + WHERE "rn" = CAST((9 * "cnt" + 9) / 10 AS INTEGER) +) +SELECT + g."sulphates", + p."conditional_percentile" +FROM "all_groups" AS g +LEFT JOIN "picked" AS p + ON g."sulphates" = p."sulphates" +ORDER BY p."conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_e7b34529ada84ece.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_e7b34529ada84ece.sql new file mode 100644 index 0000000000000000000000000000000000000000..634c31de4aabc54fa8f27283131ee1c2d7b2ff57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_e7b34529ada84ece.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n3_e7b34529ada84ece +-- problem_id: v2p_n3_82fd134379a7e097 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "quality", + CAST("alcohol" AS REAL) AS "alcohol_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("alcohol" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "quality") AS "cnt" + FROM "n3" +), +"picked" AS ( + SELECT + "quality", + "alcohol_value" + FROM "ranked" + WHERE "rn" = CAST(((0.9 * "cnt") + 0.999999999999) AS INTEGER) +) +SELECT + "quality", + "alcohol_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_ea1c551d7b545d3b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_ea1c551d7b545d3b.sql new file mode 100644 index 0000000000000000000000000000000000000000..cbe7ffe19b38d94340282a1f73663a0782ea0600 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_ea1c551d7b545d3b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_ea1c551d7b545d3b +-- problem_id: v2p_n3_8ef498cb570fec02 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "total sulfur dioxide", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "total sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_eaa636bb529c2eac.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_eaa636bb529c2eac.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b2519a1d2f298dd364e0348366be23106e95324 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_eaa636bb529c2eac.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_n3_eaa636bb529c2eac +-- problem_id: v2p_n3_cd52cbfd2fee0584 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "sulphates" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "sulphates" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_ecce3bb1009f92c9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_ecce3bb1009f92c9.sql new file mode 100644 index 0000000000000000000000000000000000000000..654b02cb1fb6290ae42a20b4b4eecaa00269ecde --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_ecce3bb1009f92c9.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n3_ecce3bb1009f92c9 +-- problem_id: v2p_n3_8237809531a6da18 +-- realization_mode: agent +-- source_kind: agent +WITH stats AS ( + SELECT + AVG(CAST("total sulfur dioxide" AS REAL)) AS mean_val, + SQRT(AVG(CAST("total sulfur dioxide" AS REAL) * CAST("total sulfur dioxide" AS REAL)) - AVG(CAST("total sulfur dioxide" AS REAL)) * AVG(CAST("total sulfur dioxide" AS REAL))) AS stddev_val + FROM "n3" +), +scored AS ( + SELECT + "n3".*, + (CAST("total sulfur dioxide" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score + FROM "n3" + CROSS JOIN stats +) +SELECT * +FROM scored +WHERE ABS(z_score) > 2.0 +ORDER BY CAST("total sulfur dioxide" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_ecf60e717d79744e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_ecf60e717d79744e.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a29acc8324e610c2a435752e32f5a18e72f5050 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_ecf60e717d79744e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n3_ecf60e717d79744e +-- problem_id: v2p_n3_6bc58d4c5cb44264 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS row_count +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_f0530f13a0f6150d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_f0530f13a0f6150d.sql new file mode 100644 index 0000000000000000000000000000000000000000..f3f2f660fc5c5fd7413387334065dbd3708fd353 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_f0530f13a0f6150d.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n3_f0530f13a0f6150d +-- problem_id: v2p_n3_50ac8b4b9e3178dd +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("volatile acidity" AS REAL)) AS avg_measure +FROM "n3" +GROUP BY "sulphates" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_f197cd6669250ad4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_f197cd6669250ad4.sql new file mode 100644 index 0000000000000000000000000000000000000000..7f75ad33d2604d92ef157df35a4e85c57e07230c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_f197cd6669250ad4.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_f197cd6669250ad4 +-- problem_id: v2p_n3_ffa8081c753525db +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sulphates", + AVG(CAST("total sulfur dioxide" AS REAL)) OVER (PARTITION BY "sulphates") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_f427de7503d85121.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_f427de7503d85121.sql new file mode 100644 index 0000000000000000000000000000000000000000..d67cafec69e69d45d0b817c3c977b5a10fe4d939 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_f427de7503d85121.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n3_f427de7503d85121 +-- problem_id: v2p_n3_5d4ca386ed0a2a9f +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_f731e16378518088.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_f731e16378518088.sql new file mode 100644 index 0000000000000000000000000000000000000000..d244d5b6471d9e3d4ecbac4bf7e862f4ff4135ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_f731e16378518088.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_f731e16378518088 +-- problem_id: v2p_n3_2793b906e0ef9d73 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_f87116edbad52461.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_f87116edbad52461.sql new file mode 100644 index 0000000000000000000000000000000000000000..48f1d679553d927576d2eaaf130a71cafd805a9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_f87116edbad52461.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n3_f87116edbad52461 +-- problem_id: v2p_n3_0fc41790ec8f426b +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("free sulfur dioxide" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_f886665885a341a8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_f886665885a341a8.sql new file mode 100644 index 0000000000000000000000000000000000000000..090debe7102ed174c8259d78d46f59cdd1d84638 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_f886665885a341a8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_f886665885a341a8 +-- problem_id: v2p_n3_8a31730293f7079f +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("alcohol" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "fixed acidity" +HAVING SUM(CAST("alcohol" AS REAL)) > 11.4 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_fa3c367b3d8052c8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_fa3c367b3d8052c8.sql new file mode 100644 index 0000000000000000000000000000000000000000..b6f74d7e7816b18d53fc58dc6d661b01ac46dc7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_fa3c367b3d8052c8.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n3_fa3c367b3d8052c8 +-- problem_id: v2p_n3_40eb144a973fdb02 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "fixed acidity", + CAST("residual sugar" AS REAL) AS "measure" + FROM "n3" + WHERE "quality" = '6' +), +"ranked" AS ( + SELECT + "fixed acidity", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "filtered" +) +SELECT + "fixed acidity", + MIN("measure") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= ( + CAST(0.95 * "cnt" AS INTEGER) + + CASE + WHEN 0.95 * "cnt" > CAST(0.95 * "cnt" AS INTEGER) THEN 1 + ELSE 0 + END +) +GROUP BY "fixed acidity" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_fa6e53b2aafda26c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_fa6e53b2aafda26c.sql new file mode 100644 index 0000000000000000000000000000000000000000..e4800495792a5a9c9e2c616230ebfbe1915c5493 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_fa6e53b2aafda26c.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n3_fa6e53b2aafda26c +-- problem_id: v2p_n3_6d65da1e433bec14 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", SUM(CAST("volatile acidity" AS REAL)) AS total_measure +FROM "n3" +GROUP BY "quality" +HAVING SUM(CAST("volatile acidity" AS REAL)) > 0.3 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_fbe8b7c5a07aa7ae.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_fbe8b7c5a07aa7ae.sql new file mode 100644 index 0000000000000000000000000000000000000000..3e92761f365e511727089187535f86212cbf7ffb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_fbe8b7c5a07aa7ae.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_fbe8b7c5a07aa7ae +-- problem_id: v2p_n3_180dde916aef6d26 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "chlorides", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "chlorides" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_fc2b329243b3f5b8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_fc2b329243b3f5b8.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a5f4b916c644d7ee636abf950f6699965b841fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_fc2b329243b3f5b8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_fc2b329243b3f5b8 +-- problem_id: v2p_n3_efad81bcae246ea9 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "alcohol", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "alcohol" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_fd14f058fb9cfa96.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_fd14f058fb9cfa96.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a1e251980643c062a24220748a6818521f1a4c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_fd14f058fb9cfa96.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n3_fd14f058fb9cfa96 +-- problem_id: v2p_n3_19b5db75842b047f +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT + "volatile acidity", + NTILE(10) OVER (ORDER BY CAST("volatile acidity" AS REAL) DESC) AS tail_bucket + FROM "n3" +) +SELECT "volatile acidity" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("volatile acidity" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_fdc9069b92ec2667.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_fdc9069b92ec2667.sql new file mode 100644 index 0000000000000000000000000000000000000000..c37a7ab2edd2f8cd2b4ca713766ea079ff9afe62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_fdc9069b92ec2667.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_fdc9069b92ec2667 +-- problem_id: v2p_n3_1eb447cf1f61e446 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '4' THEN 1 ELSE 0 END) AS "target_rate" +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_fefd08987c3f57c3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_fefd08987c3f57c3.sql new file mode 100644 index 0000000000000000000000000000000000000000..361a6ef20c0158a0ace18dbc27e6aa397257ad8f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_fefd08987c3f57c3.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n3_fefd08987c3f57c3 +-- problem_id: v2p_n3_656e01b70b1c576e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "quality" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "quality" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_ffdd4435959491a1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_ffdd4435959491a1.sql new file mode 100644 index 0000000000000000000000000000000000000000..38b16d2ff3e8e5f494fb4e0e8a5a306dd260e6c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_c/n3/sql/v2q_n3_ffdd4435959491a1.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_c +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_ffdd4435959491a1 +-- problem_id: v2p_n3_89f37f785db3b213 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "fixed acidity", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC;